[ { "timestamp": "2026-07-09 14:12:35.935", "epoch": 1783606355.936005, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "No movement data available.", "frames_sent": 1, "camera_id": "216", "vlm_label": "lying_in_bed", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"lying_in_bed\" } ] } ```", "latency_ms": 1323, "applied_label": null, "previous_label": null }, { "timestamp": "2026-07-09 14:12:37.410", "epoch": 1783606357.4101372, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 2s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "lying_in_bed", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"lying_in_bed\"}]} ```", "latency_ms": 926, "applied_label": "fall_candidate", "previous_label": null }, { "timestamp": "2026-07-09 14:12:41.447", "epoch": 1783606361.4475899, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 1s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "lying_in_bed", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"lying_in_bed\"}]} ```", "latency_ms": 940, "applied_label": "fall_candidate", "previous_label": "fall_candidate" }, { "timestamp": "2026-07-09 14:12:42.711", "epoch": 1783606362.7114513, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "lying_in_bed", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"lying_in_bed\"}]} ```", "latency_ms": 938, "applied_label": "fall_candidate", "previous_label": "fall_candidate" }, { "timestamp": "2026-07-09 14:12:55.070", "epoch": 1783606375.0703766, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 1s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "lying_in_bed", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"lying_in_bed\"}]} ```", "latency_ms": 909, "applied_label": "fall_candidate", "previous_label": "fall_candidate" }, { "timestamp": "2026-07-09 14:12:58.137", "epoch": 1783606378.1375914, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 2s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "lying_in_bed", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"lying_in_bed\"}]} ```", "latency_ms": 898, "applied_label": "fall_candidate", "previous_label": "fall_candidate" }, { "timestamp": "2026-07-09 14:13:24.968", "epoch": 1783606404.968132, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "No movement data available.", "frames_sent": 2, "camera_id": "216", "vlm_label": "lying_in_bed", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"lying_in_bed\"}]} ```", "latency_ms": 916, "applied_label": "fall_candidate", "previous_label": "fall_candidate" }, { "timestamp": "2026-07-09 14:13:29.737", "epoch": 1783606409.737448, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "No movement data available.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 873, "applied_label": "fall_candidate", "previous_label": "fall_candidate" }, { "timestamp": "2026-07-09 14:13:36.337", "epoch": 1783606416.3372166, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 1s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "lying_in_bed", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"lying_in_bed\"}]} ```", "latency_ms": 901, "applied_label": "fall_candidate", "previous_label": "fall_candidate" }, { "timestamp": "2026-07-09 14:13:38.398", "epoch": 1783606418.398508, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 2s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "lying_in_bed", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"lying_in_bed\"}]} ```", "latency_ms": 936, "applied_label": "fall_candidate", "previous_label": "fall_candidate" }, { "timestamp": "2026-07-09 14:13:56.748", "epoch": 1783606436.7488687, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 2s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "lying_in_bed", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"lying_in_bed\"}]} ```", "latency_ms": 924, "applied_label": "fall_candidate", "previous_label": "fall_candidate" }, { "timestamp": "2026-07-09 14:13:58.629", "epoch": 1783606438.62958, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 1s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "lying_in_bed", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"lying_in_bed\"}]} ```", "latency_ms": 936, "applied_label": "fall_candidate", "previous_label": "fall_candidate" }, { "timestamp": "2026-07-09 14:14:01.699", "epoch": 1783606441.6990316, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "lying_in_bed", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"lying_in_bed\"}]} ```", "latency_ms": 934, "applied_label": "fall_candidate", "previous_label": "fall_candidate" }, { "timestamp": "2026-07-09 14:14:02.752", "epoch": 1783606442.7525403, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "lying_in_bed", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"lying_in_bed\"}]} ```", "latency_ms": 914, "applied_label": "fall_candidate", "previous_label": "fall_candidate" }, { "timestamp": "2026-07-09 14:14:03.760", "epoch": 1783606443.7600698, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 2s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "lying_in_bed", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"lying_in_bed\"}]} ```", "latency_ms": 922, "applied_label": "fall_candidate", "previous_label": "fall_candidate" }, { "timestamp": "2026-07-09 14:14:04.998", "epoch": 1783606444.9988546, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "lying_in_bed", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"lying_in_bed\"}]} ```", "latency_ms": 937, "applied_label": "fall_candidate", "previous_label": "fall_candidate" }, { "timestamp": "2026-07-09 14:14:06.238", "epoch": 1783606446.2387295, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 892, "applied_label": "fall_candidate", "previous_label": "fall_candidate" }, { "timestamp": "2026-07-09 14:14:22.147", "epoch": 1783606462.1478176, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 1s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "lying_in_bed", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"lying_in_bed\"}]} ```", "latency_ms": 944, "applied_label": "fall_candidate", "previous_label": "fall_candidate" }, { "timestamp": "2026-07-09 14:14:23.387", "epoch": 1783606463.3872483, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 1s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "lying_in_bed", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"lying_in_bed\"}]} ```", "latency_ms": 903, "applied_label": "fall_candidate", "previous_label": "fall_candidate" }, { "timestamp": "2026-07-09 14:14:28.109", "epoch": 1783606468.109365, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "No movement data available.", "frames_sent": 1, "camera_id": "216", "vlm_label": "lying_in_bed", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"lying_in_bed\"}]} ```", "latency_ms": 936, "applied_label": "fall_candidate", "previous_label": "fall_candidate" }, { "timestamp": "2026-07-09 14:14:52.687", "epoch": 1783606492.6874325, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 67px right over 1s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "unclear", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"unclear\"}]} ```", "latency_ms": 870, "applied_label": null, "previous_label": null }, { "timestamp": "2026-07-09 14:14:53.702", "epoch": 1783606493.702801, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 153px right over 2s and apparent size grew 43% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 845, "applied_label": "walking", "previous_label": null }, { "timestamp": "2026-07-09 14:14:54.752", "epoch": 1783606494.7527058, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 170px right over 3s and apparent size grew 43% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 883, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:14:55.761", "epoch": 1783606495.7617037, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 142px right over 3s and apparent size grew 49% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 879, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:14:56.823", "epoch": 1783606496.8237514, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 50px right over 3s and apparent size grew 8% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 879, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:14:58.648", "epoch": 1783606498.648051, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 887, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:14:59.712", "epoch": 1783606499.7126799, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 879, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:15:00.713", "epoch": 1783606500.7131422, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 16% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 856, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:15:01.774", "epoch": 1783606501.7742088, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 73px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 839, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:15:02.782", "epoch": 1783606502.7825513, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 133px left over 3s and apparent size grew 8% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 853, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:15:03.832", "epoch": 1783606503.832666, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 150px left over 3s and apparent size grew 9% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 1464, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:15:05.484", "epoch": 1783606505.4840484, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 882, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:15:06.493", "epoch": 1783606506.493928, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 69px right over 3s and apparent size grew 9% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 884, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:15:07.553", "epoch": 1783606507.5531666, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 245px right over 3s and apparent size shrank 9% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 892, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:15:08.562", "epoch": 1783606508.5624056, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 247px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 892, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:15:09.612", "epoch": 1783606509.6124868, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 151px right over 3s and apparent size shrank 41% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 896, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:15:10.624", "epoch": 1783606510.6246943, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 39% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 933, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:15:11.677", "epoch": 1783606511.6776922, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 78px left over 3s and apparent size shrank 35% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 910, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:15:12.683", "epoch": 1783606512.6834843, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 905, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:15:13.745", "epoch": 1783606513.7450562, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 858, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:15:14.753", "epoch": 1783606514.7534657, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 9% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 851, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:15:15.806", "epoch": 1783606515.8063083, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 896, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:15:16.813", "epoch": 1783606516.813494, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 76px left over 3s and apparent size shrank 14% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 922, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:15:17.867", "epoch": 1783606517.867275, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 152px left over 3s and apparent size shrank 13% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 904, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:15:18.893", "epoch": 1783606518.8938384, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 197px left over 3s and apparent size shrank 23% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 892, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:15:19.937", "epoch": 1783606519.93749, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 115px left over 3s and apparent size shrank 13% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 891, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:15:20.943", "epoch": 1783606520.943376, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 53px left over 3s and apparent size shrank 8% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 862, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:15:22.167", "epoch": 1783606522.1676912, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 835, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:15:23.235", "epoch": 1783606523.235619, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 871, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:15:24.242", "epoch": 1783606524.2424388, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 10% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 863, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:15:25.291", "epoch": 1783606525.29115, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 11% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 892, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:15:26.303", "epoch": 1783606526.3036058, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 12% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 863, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:15:28.182", "epoch": 1783606528.1829982, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 881, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:15:33.729", "epoch": 1783606533.7298, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 868, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:15:34.785", "epoch": 1783606534.7855334, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 57px left over 3s and apparent size shrank 11% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 910, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:15:36.210", "epoch": 1783606536.2100308, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 156px left over 3s and apparent size shrank 36% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 858, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:15:45.926", "epoch": 1783606545.9265075, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "No movement data available.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 875, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:15:46.940", "epoch": 1783606546.940737, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 1s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 887, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:15:47.994", "epoch": 1783606547.9945662, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 845, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:15:49.002", "epoch": 1783606549.0020194, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 50px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 880, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:15:50.063", "epoch": 1783606550.0633051, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 105px right over 3s and apparent size grew 10% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 857, "applied_label": "walking", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:15:51.061", "epoch": 1783606551.061026, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 106px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 854, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:15:52.723", "epoch": 1783606552.723281, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 11% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 863, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:15:53.791", "epoch": 1783606553.7913747, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 858, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:15:54.780", "epoch": 1783606554.7801132, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 8% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 856, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:15:55.831", "epoch": 1783606555.8311734, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 71px right over 3s and apparent size grew 31% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 854, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:15:56.846", "epoch": 1783606556.8461893, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 126px right over 3s and apparent size grew 47% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 871, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:15:57.904", "epoch": 1783606557.904437, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 127px right over 3s and apparent size grew 62% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 858, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:15:58.904", "epoch": 1783606558.9044116, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 892, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:15:59.993", "epoch": 1783606559.9939518, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 178px left over 3s and apparent size grew 25% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 884, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:16:00.973", "epoch": 1783606560.9739463, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 254px left over 3s and apparent size grew 17% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 893, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:16:02.025", "epoch": 1783606562.0251372, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 192px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 930, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:16:03.264", "epoch": 1783606563.264562, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 63px left over 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 935, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:16:04.505", "epoch": 1783606564.505384, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 984, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:16:06.563", "epoch": 1783606566.5632114, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 933, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:16:07.810", "epoch": 1783606567.8102286, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 2s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 933, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:16:08.815", "epoch": 1783606568.8156738, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "unclear", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"unclear\"}]} ```", "latency_ms": 917, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:16:10.284", "epoch": 1783606570.284797, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "unclear", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"unclear\"}]} ```", "latency_ms": 922, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:16:11.295", "epoch": 1783606571.2955143, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "unclear", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"unclear\"}]} ```", "latency_ms": 936, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:16:15.295", "epoch": 1783606575.2957253, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 1s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "unclear", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"unclear\"}]} ```", "latency_ms": 929, "applied_label": null, "previous_label": null }, { "timestamp": "2026-07-09 14:16:17.699", "epoch": 1783606577.6996284, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 870, "applied_label": null, "previous_label": null }, { "timestamp": "2026-07-09 14:16:20.779", "epoch": 1783606580.7800176, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 9% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 880, "applied_label": "sitting", "previous_label": null }, { "timestamp": "2026-07-09 14:16:21.833", "epoch": 1783606581.8335795, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 11% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "fallen", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"fallen\"}]} ```", "latency_ms": 877, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:16:22.843", "epoch": 1783606582.8432038, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 932, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:16:24.315", "epoch": 1783606584.3158596, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 64px left over 2s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 917, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:16:25.322", "epoch": 1783606585.3228052, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 60px left over 2s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 856, "applied_label": "walking", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:16:26.373", "epoch": 1783606586.3739514, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 855, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:16:27.383", "epoch": 1783606587.383096, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 848, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:16:28.443", "epoch": 1783606588.4435854, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 896, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:16:29.454", "epoch": 1783606589.4542084, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 894, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:16:30.501", "epoch": 1783606590.5014546, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 853, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:16:31.517", "epoch": 1783606591.5172977, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 892, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:16:32.561", "epoch": 1783606592.5615842, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 895, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:16:33.573", "epoch": 1783606593.5735276, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 901, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:16:34.631", "epoch": 1783606594.6318414, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 56px left over 2s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 854, "applied_label": "walking", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:16:39.993", "epoch": 1783606599.9932308, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "No movement data available.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 960, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:16:41.006", "epoch": 1783606601.006026, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 46px right over 1s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 937, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:16:42.056", "epoch": 1783606602.0560248, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 2s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 878, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:16:43.071", "epoch": 1783606603.0711694, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 865, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:16:44.123", "epoch": 1783606604.1237934, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 121px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 882, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:16:45.147", "epoch": 1783606605.1478536, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 868, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:16:46.185", "epoch": 1783606606.185196, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 874, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:16:47.192", "epoch": 1783606607.1929674, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 53px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 879, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:16:48.252", "epoch": 1783606608.252665, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 875, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:16:49.253", "epoch": 1783606609.2538548, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 926, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:16:50.313", "epoch": 1783606610.313374, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 41px left over 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 876, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:16:51.323", "epoch": 1783606611.323163, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 886, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:16:52.374", "epoch": 1783606612.3742547, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 883, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:16:53.382", "epoch": 1783606613.382544, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 57px left over 3s and apparent size shrank 36% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 896, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:16:54.467", "epoch": 1783606614.467337, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 132px left over 3s and apparent size shrank 34% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 896, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:16:55.443", "epoch": 1783606615.4433692, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 146px left over 3s and apparent size shrank 35% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 904, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:16:56.505", "epoch": 1783606616.5058799, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 165px left over 3s and apparent size shrank 55% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 939, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:16:57.514", "epoch": 1783606617.5145051, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 163px left over 3s and apparent size shrank 46% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 947, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:16:58.565", "epoch": 1783606618.5654943, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 98px left over 3s and apparent size shrank 30% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 865, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:16:59.572", "epoch": 1783606619.5729926, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 854, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:17:00.635", "epoch": 1783606620.635521, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 941, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:17:01.654", "epoch": 1783606621.654709, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 93px left over 3s and apparent size shrank 32% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "lying_in_bed", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"lying_in_bed\"}]} ```", "latency_ms": 1012, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:17:02.695", "epoch": 1783606622.695408, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 90px left over 3s and apparent size shrank 35% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 893, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:17:03.704", "epoch": 1783606623.7043586, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 57px left over 3s and apparent size shrank 15% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 890, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:17:04.754", "epoch": 1783606624.754766, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 889, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:17:08.060", "epoch": 1783606628.0600262, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 935, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:17:09.067", "epoch": 1783606629.0674183, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 52px right over 3s and apparent size grew 42% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 901, "applied_label": "walking", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:17:10.304", "epoch": 1783606630.3042934, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 134px right over 3s and apparent size grew 92% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 890, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:17:11.367", "epoch": 1783606631.367094, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 211px right over 3s and apparent size grew 109% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 860, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:17:12.362", "epoch": 1783606632.3623958, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 193px right over 3s and apparent size grew 74% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 858, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:17:13.423", "epoch": 1783606633.4237747, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 193px right over 3s and apparent size grew 59% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 832, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:17:14.433", "epoch": 1783606634.4331713, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 138px right over 3s and apparent size grew 32% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 859, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:17:15.483", "epoch": 1783606635.4832103, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 890, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:17:16.539", "epoch": 1783606636.539228, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 71px left over 2s and apparent size grew 11% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 858, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:17:17.554", "epoch": 1783606637.5545566, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 889, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:17:18.564", "epoch": 1783606638.5647042, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 131px right over 2s and apparent size shrank 13% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 896, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:17:20.025", "epoch": 1783606640.0257776, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 893, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:17:24.748", "epoch": 1783606644.7484937, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 2s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 912, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:17:28.872", "epoch": 1783606648.8720243, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 1s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 918, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:17:29.936", "epoch": 1783606649.9368997, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 2s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 888, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:17:32.816", "epoch": 1783606652.8169475, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 889, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:17:33.839", "epoch": 1783606653.8396795, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 885, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:17:34.883", "epoch": 1783606654.8832438, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 56px right over 3s and apparent size grew 25% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 857, "applied_label": "walking", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:17:35.893", "epoch": 1783606655.8939707, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 135px right over 3s and apparent size grew 28% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 852, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:17:36.945", "epoch": 1783606656.9450288, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 102px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 852, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:17:37.967", "epoch": 1783606657.9679048, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 91px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 869, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:17:39.191", "epoch": 1783606659.191088, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 935, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:17:40.257", "epoch": 1783606660.2574303, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 882, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:17:41.669", "epoch": 1783606661.6695206, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 839, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:17:42.723", "epoch": 1783606662.72349, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 853, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:17:43.734", "epoch": 1783606663.734258, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 866, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:17:44.784", "epoch": 1783606664.7840188, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 871, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:17:45.823", "epoch": 1783606665.8233724, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 16% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 869, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:17:46.855", "epoch": 1783606666.8557525, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 46px left over 3s and apparent size shrank 12% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 871, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:45:06.250", "epoch": 1783608306.2502677, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 1s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 897, "applied_label": null, "previous_label": null }, { "timestamp": "2026-07-09 14:45:07.440", "epoch": 1783608307.4401548, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 2s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 874, "applied_label": "standing", "previous_label": null }, { "timestamp": "2026-07-09 14:45:35.520", "epoch": 1783608335.5201058, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 8% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 871, "applied_label": "standing", "previous_label": null }, { "timestamp": "2026-07-09 14:45:36.485", "epoch": 1783608336.4857411, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 1s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 874, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:45:37.458", "epoch": 1783608337.4581037, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 2s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 876, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:45:38.491", "epoch": 1783608338.4918516, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 59px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 838, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:45:39.517", "epoch": 1783608339.5173292, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 105px left over 3s and apparent size shrank 10% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 870, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:45:40.440", "epoch": 1783608340.4407465, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 85px left over 3s and apparent size grew 9% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 886, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:45:41.771", "epoch": 1783608341.7710326, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 911, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:45:45.253", "epoch": 1783608345.2534454, "track_id": 1, "request_type": "unknown", "zone": null, "movement_context": null, "frames_sent": 0, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 863, "applied_label": null, "previous_label": null }, { "timestamp": "2026-07-09 14:45:45.369", "epoch": 1783608345.3690834, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 1s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 900, "applied_label": "standing", "previous_label": null }, { "timestamp": "2026-07-09 14:45:46.343", "epoch": 1783608346.3436732, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 44px right over 1s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 894, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:45:47.394", "epoch": 1783608347.3950055, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 911, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:45:48.364", "epoch": 1783608348.3640182, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 862, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:45:49.415", "epoch": 1783608349.4156847, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 903, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:45:51.891", "epoch": 1783608351.891462, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 919, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:45:52.908", "epoch": 1783608352.908683, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 946, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:45:54.372", "epoch": 1783608354.3725476, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 900, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:45:55.601", "epoch": 1783608355.6010733, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 871, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:45:56.689", "epoch": 1783608356.6899126, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 900, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:45:57.676", "epoch": 1783608357.6764572, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 101px right over 3s and apparent size grew 16% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 895, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:45:58.688", "epoch": 1783608358.688137, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 110px right over 3s and apparent size grew 28% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"walking\" } ] } ```", "latency_ms": 1345, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:00.147", "epoch": 1783608360.1473594, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 261px right over 3s and apparent size grew 29% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 908, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:01.155", "epoch": 1783608361.1558397, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 117px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 903, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:02.216", "epoch": 1783608362.2167616, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 66px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 897, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:03.218", "epoch": 1783608363.2187867, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 113px left over 3s and apparent size shrank 26% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"walking\" } ] } ```", "latency_ms": 1337, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:04.689", "epoch": 1783608364.6896365, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 69px left over 3s and apparent size shrank 24% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 920, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:05.698", "epoch": 1783608365.698203, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 55px left over 3s and apparent size shrank 23% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 871, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:06.763", "epoch": 1783608366.7638526, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 16% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 903, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:07.805", "epoch": 1783608367.8051116, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 44px left over 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 874, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:08.816", "epoch": 1783608368.816061, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 34% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 893, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:09.823", "epoch": 1783608369.82364, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 61% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 933, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:10.879", "epoch": 1783608370.879118, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 38% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 893, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:11.886", "epoch": 1783608371.8869371, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 107px left over 3s and apparent size shrank 13% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"walking\" } ] } ```", "latency_ms": 1322, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:13.356", "epoch": 1783608373.3563218, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 107px left over 3s and apparent size shrank 12% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 889, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:14.771", "epoch": 1783608374.7716324, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 9% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 931, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:46:17.893", "epoch": 1783608377.8935735, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 933, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:46:19.771", "epoch": 1783608379.7713013, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 933, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:46:20.962", "epoch": 1783608380.9629557, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 938, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:46:22.027", "epoch": 1783608382.0273042, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 949, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:46:23.025", "epoch": 1783608383.025913, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 926, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:46:24.084", "epoch": 1783608384.0849667, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 15% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 918, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:46:25.096", "epoch": 1783608385.0964954, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 110px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 924, "applied_label": "walking", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:46:26.146", "epoch": 1783608386.1460686, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 103px right over 3s and apparent size grew 9% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 931, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:27.207", "epoch": 1783608387.2072868, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 41px right over 3s and apparent size shrank 22% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 922, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:28.217", "epoch": 1783608388.2178016, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 887, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:29.226", "epoch": 1783608389.2260132, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 43px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 898, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:46:30.273", "epoch": 1783608390.2733457, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 58px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 905, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:31.302", "epoch": 1783608391.3021157, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 14% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 914, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:32.334", "epoch": 1783608392.3348336, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 15% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 923, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:33.346", "epoch": 1783608393.346304, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 45px right over 3s and apparent size grew 13% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"walking\" } ] } ```", "latency_ms": 1367, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:35.422", "epoch": 1783608395.4221473, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 879, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:36.467", "epoch": 1783608396.467603, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 900, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:37.477", "epoch": 1783608397.477227, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 897, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:46:40.999", "epoch": 1783608400.9998937, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 856, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:46:42.045", "epoch": 1783608402.0457473, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 19% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 915, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:46:43.067", "epoch": 1783608403.0673134, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 83px right over 3s and apparent size shrank 28% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 891, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:44.077", "epoch": 1783608404.0771735, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 42% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 888, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:45.135", "epoch": 1783608405.1357975, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 75px left over 3s and apparent size shrank 37% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"walking\" } ] } ```", "latency_ms": 1304, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:46.555", "epoch": 1783608406.5559394, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 12% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 887, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:47.634", "epoch": 1783608407.6347172, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 43px right over 3s and apparent size grew 12% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 849, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:48.614", "epoch": 1783608408.6149187, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 11% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 896, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:49.675", "epoch": 1783608409.6754076, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 895, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:52.743", "epoch": 1783608412.7439878, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 2s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "fallen", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"fallen\"}]} ```", "latency_ms": 850, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:53.793", "epoch": 1783608413.79337, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 2s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "fallen", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"fallen\" } ] } ```", "latency_ms": 1284, "applied_label": "fall_candidate", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:46:55.214", "epoch": 1783608415.2142549, "track_id": 1, "request_type": "fall_verify", "zone": "floor", "movement_context": null, "frames_sent": 4, "camera_id": "216", "vlm_label": "CONFIRMED_FALL", "raw_response": "CONFIRMED_FALL", "latency_ms": 268, "applied_label": "fall_candidate", "previous_label": "fall_candidate" }, { "timestamp": "2026-07-09 14:46:56.090", "epoch": 1783608416.0904233, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "fallen", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"fallen\"}]} ```", "latency_ms": 920, "applied_label": "fall_candidate", "previous_label": "fall_candidate" }, { "timestamp": "2026-07-09 14:46:57.107", "epoch": 1783608417.107863, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "fallen", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"fallen\"}]} ```", "latency_ms": 867, "applied_label": "fall_candidate", "previous_label": "fall_candidate" }, { "timestamp": "2026-07-09 14:46:58.105", "epoch": 1783608418.105835, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "fallen", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"fallen\"}]} ```", "latency_ms": 890, "applied_label": "fall_candidate", "previous_label": "fall_candidate" }, { "timestamp": "2026-07-09 14:46:59.574", "epoch": 1783608419.5745764, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "lying_in_bed", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"lying_in_bed\"}]} ```", "latency_ms": 927, "applied_label": "fall_candidate", "previous_label": "fall_candidate" }, { "timestamp": "2026-07-09 14:47:01.651", "epoch": 1783608421.6515675, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 73px left over 2s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"sitting\" } ] } ```", "latency_ms": 1291, "applied_label": "sitting", "previous_label": "fall_candidate" }, { "timestamp": "2026-07-09 14:47:03.061", "epoch": 1783608423.0614316, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 872, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:04.117", "epoch": 1783608424.1170764, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 929, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:05.125", "epoch": 1783608425.1251254, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 933, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:06.188", "epoch": 1783608426.1883488, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 913, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:07.413", "epoch": 1783608427.4136815, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1040, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:08.655", "epoch": 1783608428.6556752, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 900, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:09.891", "epoch": 1783608429.8910441, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "fallen", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"fallen\"}]} ```", "latency_ms": 916, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:10.906", "epoch": 1783608430.9068232, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 962, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:11.967", "epoch": 1783608431.9676337, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 916, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:14.472", "epoch": 1783608434.4729946, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "fallen", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"fallen\"}]} ```", "latency_ms": 924, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:15.466", "epoch": 1783608435.4661145, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 938, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:16.699", "epoch": 1783608436.6999042, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 995, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:17.742", "epoch": 1783608437.74208, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 933, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:18.971", "epoch": 1783608438.9715326, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 928, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:20.395", "epoch": 1783608440.3954053, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 914, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:22.090", "epoch": 1783608442.0909622, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 936, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:24.151", "epoch": 1783608444.151742, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 950, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:25.340", "epoch": 1783608445.3405359, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 964, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:26.410", "epoch": 1783608446.4102843, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "fallen", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"fallen\"}]} ```", "latency_ms": 936, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:27.414", "epoch": 1783608447.4149384, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "fallen", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"fallen\"}]} ```", "latency_ms": 939, "applied_label": "fall_candidate", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:28.464", "epoch": 1783608448.464804, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 900, "applied_label": "sitting", "previous_label": "fall_candidate" }, { "timestamp": "2026-07-09 14:47:29.477", "epoch": 1783608449.477106, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 951, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:30.528", "epoch": 1783608450.5283277, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "fallen", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"fallen\"}]} ```", "latency_ms": 912, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:31.538", "epoch": 1783608451.5383306, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 952, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:33.000", "epoch": 1783608453.0007508, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 985, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:34.013", "epoch": 1783608454.013301, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 940, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:35.069", "epoch": 1783608455.0694284, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 931, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:36.075", "epoch": 1783608456.075416, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 900, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:38.369", "epoch": 1783608458.369445, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 931, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:39.378", "epoch": 1783608459.3787518, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 907, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:41.254", "epoch": 1783608461.2545915, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 907, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:42.266", "epoch": 1783608462.2660263, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 946, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:43.325", "epoch": 1783608463.3257554, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 48px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 926, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:44.324", "epoch": 1783608464.3243344, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 910, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:45.398", "epoch": 1783608465.3983705, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 903, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:46.395", "epoch": 1783608466.395766, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 945, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:48.041", "epoch": 1783608468.0418677, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 943, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:49.109", "epoch": 1783608469.10957, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 911, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:50.104", "epoch": 1783608470.1040382, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 937, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:51.570", "epoch": 1783608471.5705307, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 944, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:52.585", "epoch": 1783608472.5855393, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 964, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:53.652", "epoch": 1783608473.6526072, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 932, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:55.060", "epoch": 1783608475.0602567, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 936, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:56.116", "epoch": 1783608476.1166663, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 942, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:57.124", "epoch": 1783608477.1250088, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 937, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:47:58.168", "epoch": 1783608478.1683207, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 959, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:48:01.062", "epoch": 1783608481.062478, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 958, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:48:02.472", "epoch": 1783608482.4728863, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 996, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:48:07.021", "epoch": 1783608487.0212224, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 940, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:48:08.493", "epoch": 1783608488.493688, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 957, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:48:09.963", "epoch": 1783608489.9638016, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 969, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:48:12.215", "epoch": 1783608492.215037, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 929, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:48:15.921", "epoch": 1783608495.9210281, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 958, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:48:17.568", "epoch": 1783608497.568485, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 979, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:48:18.587", "epoch": 1783608498.5873258, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 953, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:48:19.649", "epoch": 1783608499.6491346, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 913, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:48:20.645", "epoch": 1783608500.6458404, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 964, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:48:23.123", "epoch": 1783608503.1235597, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 918, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:48:24.175", "epoch": 1783608504.1757042, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 936, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:48:25.221", "epoch": 1783608505.2219977, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 99px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 913, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:48:26.250", "epoch": 1783608506.250102, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 129px left over 3s and apparent size grew 20% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"walking\" } ] } ```", "latency_ms": 1426, "applied_label": "walking", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:48:27.898", "epoch": 1783608507.8981757, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 91px left over 3s and apparent size grew 36% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 882, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:48:28.904", "epoch": 1783608508.9047189, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 30% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 972, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:48:29.957", "epoch": 1783608509.957164, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 893, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:48:32.001", "epoch": 1783608512.0018878, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 966, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:48:35.319", "epoch": 1783608515.319852, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 962, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:48:36.338", "epoch": 1783608516.3381882, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 946, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:48:37.558", "epoch": 1783608517.5586104, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 890, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:48:38.625", "epoch": 1783608518.625577, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 974, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:48:39.860", "epoch": 1783608519.860985, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 925, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:48:40.879", "epoch": 1783608520.879291, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 923, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:48:42.338", "epoch": 1783608522.3384962, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 937, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:48:45.636", "epoch": 1783608525.636619, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 922, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:48:48.519", "epoch": 1783608528.5190396, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 908, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:48:51.601", "epoch": 1783608531.6017885, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 985, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:48:52.656", "epoch": 1783608532.6569717, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 969, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:48:53.667", "epoch": 1783608533.667114, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 968, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:48:54.719", "epoch": 1783608534.7198565, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 947, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:49:00.081", "epoch": 1783608540.081867, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 908, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:49:03.981", "epoch": 1783608543.9814396, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1065, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:49:05.444", "epoch": 1783608545.4442255, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 997, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:49:06.460", "epoch": 1783608546.4601328, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 23% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 938, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:49:07.517", "epoch": 1783608547.5175524, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 16% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 979, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:49:08.538", "epoch": 1783608548.5385087, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 16% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "fallen", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"fallen\"}]} ```", "latency_ms": 908, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:49:09.579", "epoch": 1783608549.579582, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 948, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:49:10.813", "epoch": 1783608550.8134112, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 976, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:49:12.052", "epoch": 1783608552.0522077, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 898, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:49:13.303", "epoch": 1783608553.3036146, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 13% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 961, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:49:14.297", "epoch": 1783608554.2978516, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 955, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:49:15.358", "epoch": 1783608555.3587518, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 993, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:49:16.770", "epoch": 1783608556.77056, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1017, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:49:18.014", "epoch": 1783608558.0147092, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1024, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:49:19.484", "epoch": 1783608559.4848645, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 981, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:49:20.488", "epoch": 1783608560.4884555, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 999, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:49:21.552", "epoch": 1783608561.55269, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 947, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:49:22.564", "epoch": 1783608562.5642266, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 946, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:49:23.611", "epoch": 1783608563.611841, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 116px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 956, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:49:24.659", "epoch": 1783608564.6598442, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 113px right over 3s and apparent size grew 25% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"walking\" } ] } ```", "latency_ms": 1400, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:49:26.096", "epoch": 1783608566.0967598, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 185px right over 3s and apparent size grew 9% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 956, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:49:27.104", "epoch": 1783608567.1049662, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 68px right over 3s and apparent size grew 24% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"walking\" } ] } ```", "latency_ms": 1379, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:49:39.885", "epoch": 1783608579.8857462, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "No movement data available.", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 963, "applied_label": null, "previous_label": null }, { "timestamp": "2026-07-09 14:49:40.961", "epoch": 1783608580.9615028, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 103px left over 1s and apparent size shrank 11% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 906, "applied_label": "walking", "previous_label": null }, { "timestamp": "2026-07-09 14:49:41.951", "epoch": 1783608581.9510221, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 81px left over 2s and apparent size shrank 24% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"walking\" } ] } ```", "latency_ms": 1351, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:49:43.421", "epoch": 1783608583.421188, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 68px left over 3s and apparent size shrank 18% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 915, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:49:44.434", "epoch": 1783608584.434703, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 1007, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:49:45.513", "epoch": 1783608585.5137377, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 982, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:49:46.722", "epoch": 1783608586.722825, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 1009, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:49:47.965", "epoch": 1783608587.9651947, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 1014, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:49:49.207", "epoch": 1783608589.2074602, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 47px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 968, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:49:50.214", "epoch": 1783608590.2143474, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 951, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:49:51.261", "epoch": 1783608591.2614346, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 892, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:49:52.273", "epoch": 1783608592.273429, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 139px left over 3s and apparent size shrank 14% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 924, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:49:53.337", "epoch": 1783608593.33797, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 234px left over 3s and apparent size shrank 19% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"walking\" } ] } ```", "latency_ms": 1438, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:49:54.986", "epoch": 1783608594.9864311, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 188px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 930, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:49:55.991", "epoch": 1783608595.9916837, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 993, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:49:57.047", "epoch": 1783608597.0476606, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 131px right over 3s and apparent size shrank 9% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 971, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:49:58.055", "epoch": 1783608598.0556798, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 99px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 953, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:49:59.106", "epoch": 1783608599.1065712, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 965, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:50:01.172", "epoch": 1783608601.1725516, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 994, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:50:02.998", "epoch": 1783608602.998257, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 904, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:50:06.133", "epoch": 1783608606.1335106, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 940, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:50:07.132", "epoch": 1783608607.132951, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 976, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:50:08.186", "epoch": 1783608608.1864088, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 10% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 984, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:50:09.196", "epoch": 1783608609.1969, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 996, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:50:10.253", "epoch": 1783608610.2538545, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 941, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:50:11.484", "epoch": 1783608611.4841652, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 937, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 14:50:14.189", "epoch": 1783608614.1895888, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 997, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:50:17.026", "epoch": 1783608617.0263987, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 909, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:50:22.400", "epoch": 1783608622.4002967, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 922, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:50:23.452", "epoch": 1783608623.4522374, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 905, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:50:24.460", "epoch": 1783608624.4601574, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 920, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:50:25.523", "epoch": 1783608625.523201, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 924, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:50:28.584", "epoch": 1783608628.5847578, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 951, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:50:33.947", "epoch": 1783608633.9477932, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 943, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:50:35.011", "epoch": 1783608635.0113683, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 939, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:50:36.024", "epoch": 1783608636.0242321, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 945, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:50:37.089", "epoch": 1783608637.0894463, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 925, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:50:38.713", "epoch": 1783608638.7138898, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 954, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:50:40.139", "epoch": 1783608640.139222, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 942, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:50:41.203", "epoch": 1783608641.203726, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 893, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:50:42.845", "epoch": 1783608642.8451803, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 894, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:50:43.867", "epoch": 1783608643.8671284, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 918, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:50:44.916", "epoch": 1783608644.9165993, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 116px right over 3s and apparent size grew 24% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 905, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 14:50:45.921", "epoch": 1783608645.9212096, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 119px right over 2s and apparent size grew 20% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 887, "applied_label": "walking", "previous_label": null }, { "timestamp": "2026-07-09 14:54:11.662", "epoch": 1783608851.6625237, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 884, "applied_label": null, "previous_label": null }, { "timestamp": "2026-07-09 14:54:12.681", "epoch": 1783608852.6817915, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 100px left over 2s and apparent size shrank 10% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 881, "applied_label": "walking", "previous_label": null }, { "timestamp": "2026-07-09 14:54:13.741", "epoch": 1783608853.7411556, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 132px left over 3s and apparent size shrank 22% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 880, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:54:14.749", "epoch": 1783608854.749811, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 177px left over 3s and apparent size shrank 32% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 856, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:54:15.805", "epoch": 1783608855.805103, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 99px left over 3s and apparent size shrank 10% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 894, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:54:16.844", "epoch": 1783608856.8441823, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 119px left over 3s and apparent size shrank 20% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 913, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:54:17.874", "epoch": 1783608857.8740942, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 139px left over 3s and apparent size shrank 8% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"walking\" } ] } ```", "latency_ms": 1396, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:54:19.295", "epoch": 1783608859.2950325, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 218px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 930, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:54:20.345", "epoch": 1783608860.3451223, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 209px left over 3s and apparent size grew 42% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 944, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:54:21.353", "epoch": 1783608861.3538527, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 129px left over 3s and apparent size grew 18% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 997, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:54:22.414", "epoch": 1783608862.414144, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 25% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 937, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:54:23.414", "epoch": 1783608863.4147513, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 124px right over 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 973, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:54:24.474", "epoch": 1783608864.474183, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 141px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"walking\" } ] } ```", "latency_ms": 1297, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:54:25.894", "epoch": 1783608865.894988, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 127px right over 3s and apparent size shrank 29% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 989, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:54:26.945", "epoch": 1783608866.9459019, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 57px right over 3s and apparent size shrank 43% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 901, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:54:27.970", "epoch": 1783608867.970582, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 45px right over 3s and apparent size shrank 50% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 910, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:55:32.973", "epoch": 1783608932.9733648, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 36% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 919, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:55:33.982", "epoch": 1783608933.9825253, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 63% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 866, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:55:35.041", "epoch": 1783608935.0415323, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 903, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:55:36.050", "epoch": 1783608936.050253, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 119px right over 3s and apparent size grew 85% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 900, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:55:37.105", "epoch": 1783608937.1051528, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 103px right over 2s and apparent size grew 58% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"walking\" } ] } ```", "latency_ms": 1299, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:56:07.824", "epoch": 1783608967.8241456, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "No movement data available.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"sitting\"}]} ```", "latency_ms": 923, "applied_label": null, "previous_label": null }, { "timestamp": "2026-07-09 14:58:56.012", "epoch": 1783609136.0123787, "track_id": 3, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 110px left over 1s and apparent size shrank 19% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 3, \"activity\": \"walking\"}]} ```", "latency_ms": 913, "applied_label": "walking", "previous_label": null }, { "timestamp": "2026-07-09 14:58:57.030", "epoch": 1783609137.0309923, "track_id": 3, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 210px left over 2s and apparent size shrank 49% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 3, \"activity\": \"walking\"}]} ```", "latency_ms": 915, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:58:58.091", "epoch": 1783609138.091777, "track_id": 3, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 244px left over 3s and apparent size shrank 66% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 3, \"activity\": \"walking\"}]} ```", "latency_ms": 910, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 14:58:59.357", "epoch": 1783609139.357364, "track_id": 3, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 99px left over 3s and apparent size shrank 68% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 3, \"activity\": \"walking\"}]} ```", "latency_ms": 950, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 15:01:55.956", "epoch": 1783609315.956536, "track_id": 3, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 33% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 3, \"activity\": \"walking\"}]} ```", "latency_ms": 903, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 15:01:56.972", "epoch": 1783609316.972412, "track_id": 3, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 40% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 3, \"activity\": \"walking\"}]} ```", "latency_ms": 920, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 15:01:58.020", "epoch": 1783609318.02078, "track_id": 3, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 54% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 3, \"activity\": \"standing\"}]} ```", "latency_ms": 916, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 15:01:59.061", "epoch": 1783609319.0619323, "track_id": 3, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 52% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 3, \"activity\": \"walking\"}]} ```", "latency_ms": 909, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 15:02:00.093", "epoch": 1783609320.0935533, "track_id": 3, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 3, \"activity\": \"sitting\"}]} ```", "latency_ms": 951, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 15:02:01.100", "epoch": 1783609321.100902, "track_id": 3, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 55px left over 3s and apparent size grew 84% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 3, \"activity\": \"walking\"}]} ```", "latency_ms": 898, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 15:02:02.343", "epoch": 1783609322.3432095, "track_id": 3, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 107px left over 3s and apparent size grew 77% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 3, \"activity\": \"walking\"}]} ```", "latency_ms": 934, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 15:02:13.885", "epoch": 1783609333.8855364, "track_id": 3, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 118px left over 1s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 3, \"activity\": \"walking\"}]} ```", "latency_ms": 907, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 15:02:14.942", "epoch": 1783609334.9423087, "track_id": 3, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 236px left over 2s and apparent size shrank 27% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 3, \"activity\": \"walking\"}]} ```", "latency_ms": 937, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 15:02:15.951", "epoch": 1783609335.9511096, "track_id": 3, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 288px left over 3s and apparent size shrank 52% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 3, \"activity\": \"walking\"}]} ```", "latency_ms": 920, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 15:02:17.011", "epoch": 1783609337.011505, "track_id": 3, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 187px left over 3s and apparent size shrank 65% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 3, \"activity\": \"walking\"}]} ```", "latency_ms": 921, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 15:02:18.010", "epoch": 1783609338.0108662, "track_id": 3, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 81px left over 3s and apparent size shrank 56% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 3, \"activity\": \"walking\"}]} ```", "latency_ms": 942, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:14:20.332", "epoch": 1783620860.3327398, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 1s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 934, "applied_label": "sitting", "previous_label": null }, { "timestamp": "2026-07-09 18:14:21.426", "epoch": 1783620861.4266138, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 2s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 977, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:14:22.793", "epoch": 1783620862.7936122, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 29% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 940, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:14:23.809", "epoch": 1783620863.8099952, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 42% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 951, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:14:24.988", "epoch": 1783620864.9883273, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 43% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 967, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:14:26.101", "epoch": 1783620866.1013541, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 29% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 970, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:14:27.110", "epoch": 1783620867.1106606, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 14% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 923, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:14:29.813", "epoch": 1783620869.8132136, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 75% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 977, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:14:30.830", "epoch": 1783620870.8301332, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 32% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1004, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:14:31.892", "epoch": 1783620871.892458, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 48% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1031, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:14:33.289", "epoch": 1783620873.2891998, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 42% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 940, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:14:34.361", "epoch": 1783620874.3615806, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 56% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 965, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:14:35.360", "epoch": 1783620875.3604956, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 46% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1012, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:14:36.421", "epoch": 1783620876.4213467, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 894, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:14:37.430", "epoch": 1783620877.4308443, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 71% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 906, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:14:38.479", "epoch": 1783620878.4790208, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 71% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 887, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:14:39.488", "epoch": 1783620879.4887078, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1001, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:14:40.568", "epoch": 1783620880.568451, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 32% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1009, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:14:41.792", "epoch": 1783620881.79233, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 85% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 974, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:14:42.788", "epoch": 1783620882.7883368, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 107% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 984, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:14:43.856", "epoch": 1783620883.856952, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 32% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 973, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:14:44.862", "epoch": 1783620884.862197, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 35% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"sitting\" } ] } ```", "latency_ms": 1373, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:14:46.330", "epoch": 1783620886.3305142, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 77% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 927, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:14:47.555", "epoch": 1783620887.5556796, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 76% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 928, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:14:48.568", "epoch": 1783620888.568767, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 854, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:14:49.629", "epoch": 1783620889.6297746, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 952, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:14:50.644", "epoch": 1783620890.6444068, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 43% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 978, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:14:51.689", "epoch": 1783620891.6895134, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 27% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 947, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:14:52.723", "epoch": 1783620892.7235508, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 25% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 930, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:14:53.749", "epoch": 1783620893.7490585, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 29% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 906, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:14:57.875", "epoch": 1783620897.87578, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 1s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 994, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:14:59.114", "epoch": 1783620899.1148987, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "unclear", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"unclear\"}]} ```", "latency_ms": 996, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:00.795", "epoch": 1783620900.7958956, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 79% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 977, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:02.018", "epoch": 1783620902.0185244, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 2s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1103, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:15:05.978", "epoch": 1783620905.9788103, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 1s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 940, "applied_label": "standing", "previous_label": null }, { "timestamp": "2026-07-09 18:15:06.959", "epoch": 1783620906.959808, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "No movement data available.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 970, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:15:07.972", "epoch": 1783620907.9725654, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 983, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:09.024", "epoch": 1783620909.024439, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 157px left over 3s and apparent size shrank 70% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 1023, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:10.262", "epoch": 1783620910.2620804, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 81px left over 3s and apparent size shrank 43% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 969, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:11.272", "epoch": 1783620911.2721171, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 49% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 977, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:12.334", "epoch": 1783620912.3342311, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 28% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 1007, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:13.365", "epoch": 1783620913.3655403, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"sitting\" }, { \"track_id\": 2, \"activity\": \"standing\" } ] } ```", "latency_ms": 2226, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:15:13.365", "epoch": 1783620913.365544, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 64px right over 3s and apparent size shrank 45% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"sitting\" }, { \"track_id\": 2, \"activity\": \"standing\" } ] } ```", "latency_ms": 2226, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:15.637", "epoch": 1783620915.6375434, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 27% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"standing\"}]} ```", "latency_ms": 1021, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:16.878", "epoch": 1783620916.8788004, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"sitting\" }, { \"track_id\": 2, \"activity\": \"standing\" } ] } ```", "latency_ms": 2352, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:15:16.878", "epoch": 1783620916.8788044, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"sitting\" }, { \"track_id\": 2, \"activity\": \"standing\" } ] } ```", "latency_ms": 2352, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:19.372", "epoch": 1783620919.3720758, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 89% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 963, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:20.367", "epoch": 1783620920.3672807, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 70px right over 3s and apparent size grew 83% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json { \"persons\": [ { \"track_id\": 2, \"activity\": \"walking\" }, { \"track_id\": 1, \"activity\": \"sitting\" } ] } ```", "latency_ms": 2223, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:20.367", "epoch": 1783620920.367285, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 62px right over 3s and apparent size shrank 12% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json { \"persons\": [ { \"track_id\": 2, \"activity\": \"walking\" }, { \"track_id\": 1, \"activity\": \"sitting\" } ] } ```", "latency_ms": 2223, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:22.651", "epoch": 1783620922.6517181, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 104px right over 3s and apparent size grew 25% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 1009, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:23.882", "epoch": 1783620923.8827314, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 92px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 971, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:24.893", "epoch": 1783620924.8932292, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 1029, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:25.978", "epoch": 1783620925.9787889, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 974, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:27.184", "epoch": 1783620927.1847074, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 1015, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:28.427", "epoch": 1783620928.4274294, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 999, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:29.687", "epoch": 1783620929.6874769, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 67px left over 3s and apparent size shrank 14% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 967, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:30.675", "epoch": 1783620930.6754062, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 1012, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:31.723", "epoch": 1783620931.7233284, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 141px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 1002, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:32.962", "epoch": 1783620932.962923, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 118px left over 3s and apparent size grew 17% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1012, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:34.200", "epoch": 1783620934.2007427, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 940, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:35.234", "epoch": 1783620935.2343934, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 98px right over 3s and apparent size shrank 14% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1004, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:36.263", "epoch": 1783620936.263407, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 97px right over 3s and apparent size shrank 15% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1039, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:37.502", "epoch": 1783620937.5020437, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 916, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:38.510", "epoch": 1783620938.5109375, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 941, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:40.186", "epoch": 1783620940.1864312, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 1011, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:15:41.213", "epoch": 1783620941.2138002, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1117, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:15:42.453", "epoch": 1783620942.4535658, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 982, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:15:44.283", "epoch": 1783620944.2837007, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 991, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:15:45.514", "epoch": 1783620945.5145063, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1021, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:15:47.395", "epoch": 1783620947.3955302, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1077, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:15:48.645", "epoch": 1783620948.6456957, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1058, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:15:49.888", "epoch": 1783620949.8880692, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1059, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:51.124", "epoch": 1783620951.1244826, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 969, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:52.130", "epoch": 1783620952.1307302, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 935, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:53.194", "epoch": 1783620953.1949258, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 929, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:54.200", "epoch": 1783620954.2001064, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 9% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 984, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:55.241", "epoch": 1783620955.2413082, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 15% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 927, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:56.254", "epoch": 1783620956.2542477, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 912, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:57.310", "epoch": 1783620957.3106356, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 930, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:58.319", "epoch": 1783620958.319405, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 15% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1025, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:15:59.415", "epoch": 1783620959.415966, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 1043, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:16:00.781", "epoch": 1783620960.7819147, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1127, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:16:02.031", "epoch": 1783620962.0316248, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1092, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:16:03.270", "epoch": 1783620963.2707155, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 980, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:16:04.521", "epoch": 1783620964.5211933, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 911, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:16:05.564", "epoch": 1783620965.5649328, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 8% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 982, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:16:06.577", "epoch": 1783620966.5771666, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 17% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1077, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:16:07.811", "epoch": 1783620967.8111057, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1029, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:16:09.284", "epoch": 1783620969.2841992, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 9% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 996, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:16:10.522", "epoch": 1783620970.52268, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 975, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:16:11.521", "epoch": 1783620971.5216222, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 966, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:16:12.584", "epoch": 1783620972.5843377, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 977, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:16:13.621", "epoch": 1783620973.621223, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 960, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:16:14.643", "epoch": 1783620974.6433146, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 993, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:16:16.294", "epoch": 1783620976.2946403, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 1042, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:16:17.702", "epoch": 1783620977.702601, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 8% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 972, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:16:18.770", "epoch": 1783620978.770427, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 967, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:16:19.784", "epoch": 1783620979.7844746, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 995, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:16:20.833", "epoch": 1783620980.833813, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 887, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:16:21.872", "epoch": 1783620981.8725429, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 926, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:16:22.905", "epoch": 1783620982.905949, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 970, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:16:23.902", "epoch": 1783620983.9028678, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 1000, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:16:24.960", "epoch": 1783620984.9602056, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 884, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:16:26.022", "epoch": 1783620986.022868, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 966, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:16:27.022", "epoch": 1783620987.0229154, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 981, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:16:28.030", "epoch": 1783620988.0305784, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 982, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:16:29.093", "epoch": 1783620989.0931642, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 13% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 994, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:16:30.103", "epoch": 1783620990.1033106, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 22% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 987, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:16:31.154", "epoch": 1783620991.1542947, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 24% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1019, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:16:32.396", "epoch": 1783620992.3968265, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 977, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:16:33.404", "epoch": 1783620993.4047744, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 967, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:16:34.452", "epoch": 1783620994.4524977, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 977, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:16:35.462", "epoch": 1783620995.462164, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1001, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:16:38.754", "epoch": 1783620998.7545745, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 1s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1015, "applied_label": null, "previous_label": null }, { "timestamp": "2026-07-09 18:16:39.826", "epoch": 1783620999.8268623, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 2s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1055, "applied_label": "sitting", "previous_label": null }, { "timestamp": "2026-07-09 18:16:41.088", "epoch": 1783621001.0881803, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 998, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:16:43.541", "epoch": 1783621003.5416534, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 969, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:16:44.607", "epoch": 1783621004.6071315, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 961, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:16:46.189", "epoch": 1783621006.1896632, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 966, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:16:47.241", "epoch": 1783621007.2411234, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 912, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:16:48.215", "epoch": 1783621008.2157612, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 998, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:16:49.370", "epoch": 1783621009.3706937, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 914, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:16:50.320", "epoch": 1783621010.320567, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 925, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:16:51.554", "epoch": 1783621011.5548892, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 967, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:16:52.615", "epoch": 1783621012.615772, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1057, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:16:53.853", "epoch": 1783621013.8533158, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1026, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:16:56.327", "epoch": 1783621016.3274193, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 962, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:16:59.298", "epoch": 1783621019.2981281, "track_id": 1, "request_type": "unknown", "zone": null, "movement_context": null, "frames_sent": 0, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 969, "applied_label": null, "previous_label": null }, { "timestamp": "2026-07-09 18:16:59.641", "epoch": 1783621019.641627, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 1s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 986, "applied_label": "sitting", "previous_label": null }, { "timestamp": "2026-07-09 18:17:00.664", "epoch": 1783621020.6640701, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 2s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1028, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:17:02.272", "epoch": 1783621022.2722566, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 956, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:17:03.413", "epoch": 1783621023.4134595, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 923, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:17:04.352", "epoch": 1783621024.352884, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 975, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:17:06.288", "epoch": 1783621026.2883549, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 985, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:17:07.470", "epoch": 1783621027.4701908, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 996, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:17:09.114", "epoch": 1783621029.1147308, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 977, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:17:10.776", "epoch": 1783621030.7766054, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 959, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:17:11.780", "epoch": 1783621031.7804239, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 942, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:17:12.835", "epoch": 1783621032.8354676, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 966, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:17:13.841", "epoch": 1783621033.8411362, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 974, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:17:14.903", "epoch": 1783621034.9035656, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 928, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:17:15.908", "epoch": 1783621035.908211, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 935, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:17:16.970", "epoch": 1783621036.9701688, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1000, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:17:18.200", "epoch": 1783621038.2001123, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 983, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:17:19.221", "epoch": 1783621039.2210524, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 69px left over 3s and apparent size grew 16% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 999, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:17:20.270", "epoch": 1783621040.2702875, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 67px left over 3s and apparent size grew 17% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1018, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:17:21.506", "epoch": 1783621041.506066, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 1034, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:17:22.745", "epoch": 1783621042.7454073, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1085, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:17:23.992", "epoch": 1783621043.9921863, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 1017, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:17:26.445", "epoch": 1783621046.445198, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 980, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:17:27.865", "epoch": 1783621047.865018, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1015, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:17:28.934", "epoch": 1783621048.9348347, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 983, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:17:31.005", "epoch": 1783621051.0051608, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 16% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 978, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:17:32.001", "epoch": 1783621052.0011797, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1014, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:17:33.875", "epoch": 1783621053.8756912, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1024, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:17:35.528", "epoch": 1783621055.5289416, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1004, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:17:36.803", "epoch": 1783621056.8030202, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1013, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:17:38.011", "epoch": 1783621058.0116262, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 61px right over 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1002, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:17:39.252", "epoch": 1783621059.2521148, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 42px right over 3s and apparent size shrank 9% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1047, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:17:40.673", "epoch": 1783621060.6736135, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 11% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1030, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:17:42.211", "epoch": 1783621062.2112029, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1004, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:17:44.603", "epoch": 1783621064.6038754, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 969, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:17:46.665", "epoch": 1783621066.6658063, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1050, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:17:48.545", "epoch": 1783621068.5454574, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 936, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:17:49.563", "epoch": 1783621069.5633533, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1020, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:17:50.804", "epoch": 1783621070.804991, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 9% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1030, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:17:52.214", "epoch": 1783621072.2141244, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 1012, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:17:53.511", "epoch": 1783621073.5115266, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 1061, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:17:54.931", "epoch": 1783621074.931544, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1034, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:17:56.175", "epoch": 1783621076.175169, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 10% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 943, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:17:57.173", "epoch": 1783621077.1732948, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 883, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:17:58.636", "epoch": 1783621078.6362336, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 928, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:00.475", "epoch": 1783621080.4752784, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 9% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1011, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:01.535", "epoch": 1783621081.5355034, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 1000, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:02.945", "epoch": 1783621082.9453192, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 978, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:18:04.206", "epoch": 1783621084.2067657, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 982, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:18:05.246", "epoch": 1783621085.246071, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 926, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:06.271", "epoch": 1783621086.2719712, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 11% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 962, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:07.317", "epoch": 1783621087.3170476, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1068, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:08.554", "epoch": 1783621088.5542984, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 40px left over 3s and apparent size grew 8% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1054, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:10.785", "epoch": 1783621090.785229, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 1067, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:18:12.101", "epoch": 1783621092.101839, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1075, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:18:14.752", "epoch": 1783621094.752236, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 989, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:18:15.963", "epoch": 1783621095.963864, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 956, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:18:17.205", "epoch": 1783621097.2057188, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 966, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:18:18.255", "epoch": 1783621098.2550328, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 992, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:19.286", "epoch": 1783621099.286032, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 947, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:20.312", "epoch": 1783621100.3122618, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 8% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 957, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:21.741", "epoch": 1783621101.741043, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 902, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:22.982", "epoch": 1783621102.9826283, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 981, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:24.253", "epoch": 1783621104.2530527, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1000, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:18:25.643", "epoch": 1783621105.6434371, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 972, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:18:27.312", "epoch": 1783621107.3122294, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 986, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:18:28.418", "epoch": 1783621108.4183447, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 9% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1003, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:29.594", "epoch": 1783621109.5947134, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1009, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:30.833", "epoch": 1783621110.8338919, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 988, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:32.085", "epoch": 1783621112.0857723, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 991, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:33.319", "epoch": 1783621113.3193972, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 992, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:18:35.378", "epoch": 1783621115.378372, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 996, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:37.013", "epoch": 1783621117.0133293, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1025, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:39.084", "epoch": 1783621119.0845578, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 938, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:40.756", "epoch": 1783621120.756166, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 990, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:18:42.561", "epoch": 1783621122.5615537, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1042, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:18:43.636", "epoch": 1783621123.6361635, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1027, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:18:44.862", "epoch": 1783621124.8625882, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 974, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:46.272", "epoch": 1783621126.2724862, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 903, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:47.361", "epoch": 1783621127.3611963, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 930, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:48.351", "epoch": 1783621128.3517902, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1009, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:49.405", "epoch": 1783621129.4051864, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 947, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:50.426", "epoch": 1783621130.4261086, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 939, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:52.478", "epoch": 1783621132.4789245, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 919, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:53.534", "epoch": 1783621133.5341873, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 970, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:54.541", "epoch": 1783621134.5412903, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1005, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:55.596", "epoch": 1783621135.596347, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 940, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:56.622", "epoch": 1783621136.6228955, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 964, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:58.241", "epoch": 1783621138.2413092, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 965, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:18:59.316", "epoch": 1783621139.3161476, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 969, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:19:00.335", "epoch": 1783621140.3351927, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 950, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:19:01.373", "epoch": 1783621141.3738444, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1007, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:19:02.807", "epoch": 1783621142.8072908, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 9% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 947, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:19:04.851", "epoch": 1783621144.8511896, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 954, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:19:06.347", "epoch": 1783621146.3474996, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 947, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:19:08.155", "epoch": 1783621148.155321, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 973, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:19:10.038", "epoch": 1783621150.0382924, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 963, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:19:11.695", "epoch": 1783621151.6959238, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 9% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 994, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:19:12.706", "epoch": 1783621152.706235, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 900, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:19:13.951", "epoch": 1783621153.9513514, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 976, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:19:14.991", "epoch": 1783621154.9917076, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 987, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:19:16.005", "epoch": 1783621156.0055895, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 1003, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:19:17.281", "epoch": 1783621157.2813804, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 987, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:19:18.473", "epoch": 1783621158.4738276, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 974, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:19:19.545", "epoch": 1783621159.5458982, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 948, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:19:21.172", "epoch": 1783621161.1724408, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 921, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:19:22.822", "epoch": 1783621162.8229253, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 10% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 956, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:19:24.064", "epoch": 1783621164.0643263, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 906, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:19:28.418", "epoch": 1783621168.4188325, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 999, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:19:30.052", "epoch": 1783621170.0530088, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 924, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:19:31.496", "epoch": 1783621171.4961712, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 948, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:19:32.914", "epoch": 1783621172.9147089, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 983, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:19:34.400", "epoch": 1783621174.4002361, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 933, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:19:36.851", "epoch": 1783621176.851121, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 968, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:19:37.874", "epoch": 1783621177.8742206, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 9% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 967, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:19:38.933", "epoch": 1783621178.933904, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 9% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1002, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:19:40.170", "epoch": 1783621180.171005, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 969, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:19:41.580", "epoch": 1783621181.5801618, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1002, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:19:42.825", "epoch": 1783621182.8254807, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 982, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:19:43.887", "epoch": 1783621183.8870146, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 951, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:19:44.893", "epoch": 1783621184.8932621, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 958, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:19:45.943", "epoch": 1783621185.9432468, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 956, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:19:47.172", "epoch": 1783621187.1728308, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1012, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:19:48.422", "epoch": 1783621188.422866, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1022, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:19:49.832", "epoch": 1783621189.8325584, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1001, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:19:51.890", "epoch": 1783621191.890809, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 943, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:19:52.962", "epoch": 1783621192.9625082, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 966, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:19:55.043", "epoch": 1783621195.043356, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 977, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:19:56.860", "epoch": 1783621196.8607125, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1038, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:19:58.342", "epoch": 1783621198.3424659, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1034, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:19:59.975", "epoch": 1783621199.9753604, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1057, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:20:01.393", "epoch": 1783621201.3935344, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1021, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:20:02.457", "epoch": 1783621202.457456, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 973, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:20:03.690", "epoch": 1783621203.690307, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 981, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:20:05.518", "epoch": 1783621205.5187478, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 8% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 959, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:20:07.003", "epoch": 1783621207.003412, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 943, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:20:08.000", "epoch": 1783621208.0005598, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 945, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:20:09.232", "epoch": 1783621209.2321756, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 934, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:20:10.703", "epoch": 1783621210.7031593, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 977, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:20:11.714", "epoch": 1783621211.7140949, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 991, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:20:12.770", "epoch": 1783621212.7708983, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 983, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:20:14.841", "epoch": 1783621214.841547, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 947, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:20:15.840", "epoch": 1783621215.8409753, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 936, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:20:17.305", "epoch": 1783621217.3050337, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 10% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 947, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:20:18.319", "epoch": 1783621218.3197317, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 12% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 942, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:20:19.374", "epoch": 1783621219.374406, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 953, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:20:21.026", "epoch": 1783621221.026219, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 911, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:20:22.103", "epoch": 1783621222.103502, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 975, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:20:23.112", "epoch": 1783621223.1120813, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 944, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:20:24.313", "epoch": 1783621224.3132339, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 961, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:20:25.558", "epoch": 1783621225.5586414, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 940, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:20:26.871", "epoch": 1783621226.8718662, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 934, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:20:28.674", "epoch": 1783621228.674339, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 935, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:20:29.863", "epoch": 1783621229.8633015, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1017, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:20:30.936", "epoch": 1783621230.9365776, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 889, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:20:31.952", "epoch": 1783621231.9527726, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 964, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:20:33.162", "epoch": 1783621233.162625, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 972, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:20:34.650", "epoch": 1783621234.650254, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 896, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:20:35.652", "epoch": 1783621235.652071, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 966, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:20:36.714", "epoch": 1783621236.7141356, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1029, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:20:38.124", "epoch": 1783621238.124635, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1011, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:20:39.183", "epoch": 1783621239.1830812, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 925, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:20:40.191", "epoch": 1783621240.1920173, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1006, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:20:41.654", "epoch": 1783621241.6541715, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1007, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:20:43.070", "epoch": 1783621243.0710008, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1027, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:20:44.423", "epoch": 1783621244.423871, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 990, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:20:45.981", "epoch": 1783621245.9814022, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 953, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:20:47.612", "epoch": 1783621247.6129403, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 979, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:20:48.849", "epoch": 1783621248.8493593, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1062, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:20:50.503", "epoch": 1783621250.503999, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1004, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:20:51.738", "epoch": 1783621251.7383275, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1010, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:20:53.817", "epoch": 1783621253.8172455, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 979, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:20:55.685", "epoch": 1783621255.6853433, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1012, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:20:56.749", "epoch": 1783621256.7495666, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 962, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:20:57.752", "epoch": 1783621257.7527723, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 963, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:20:58.763", "epoch": 1783621258.763287, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 975, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:20:59.825", "epoch": 1783621259.8252482, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1000, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:21:01.054", "epoch": 1783621261.0545802, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 955, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:21:02.064", "epoch": 1783621262.0646238, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 9% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1005, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:21:03.125", "epoch": 1783621263.1257653, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 928, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:21:04.534", "epoch": 1783621264.5343914, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 989, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:21:05.597", "epoch": 1783621265.5978289, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 961, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:21:07.433", "epoch": 1783621267.4339924, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 985, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:21:08.484", "epoch": 1783621268.4848387, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1009, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:21:10.545", "epoch": 1783621270.545228, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1002, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:21:11.964", "epoch": 1783621271.9650016, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 965, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:21:14.064", "epoch": 1783621274.0648453, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1052, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:21:15.905", "epoch": 1783621275.9056942, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1031, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:21:17.324", "epoch": 1783621277.3240554, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1021, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:21:18.795", "epoch": 1783621278.7954373, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1015, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:21:20.046", "epoch": 1783621280.0467765, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 8% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 990, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:21:22.094", "epoch": 1783621282.094869, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1057, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:21:23.345", "epoch": 1783621283.3457417, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1001, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:21:24.586", "epoch": 1783621284.586436, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 983, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:21:25.596", "epoch": 1783621285.596443, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 936, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:21:26.824", "epoch": 1783621286.824406, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 905, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:21:27.883", "epoch": 1783621287.8836224, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 954, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:21:28.909", "epoch": 1783621288.9096937, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 899, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:21:30.355", "epoch": 1783621290.355164, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 937, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:21:33.244", "epoch": 1783621293.2448556, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 950, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:21:34.482", "epoch": 1783621294.4822187, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"sitting\" } ] } ```", "latency_ms": 1424, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:21:37.132", "epoch": 1783621297.1321487, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1031, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:21:40.503", "epoch": 1783621300.5035753, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1076, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:21:41.902", "epoch": 1783621301.902465, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"sitting\" } ] } ```", "latency_ms": 1540, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:21:43.561", "epoch": 1783621303.5611196, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1052, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:21:46.674", "epoch": 1783621306.6744173, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 950, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:21:48.504", "epoch": 1783621308.504404, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 954, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:21:50.341", "epoch": 1783621310.3417406, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 911, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:21:51.991", "epoch": 1783621311.9915533, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 892, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:21:53.063", "epoch": 1783621313.0638, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 882, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:21:55.113", "epoch": 1783621315.1138003, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 884, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:21:58.660", "epoch": 1783621318.6608727, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 890, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:22:00.468", "epoch": 1783621320.4689083, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 883, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:22:01.542", "epoch": 1783621321.542427, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 888, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:22:04.190", "epoch": 1783621324.1908357, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 919, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:22:05.212", "epoch": 1783621325.2122314, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 887, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:22:06.431", "epoch": 1783621326.4318252, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 13% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 886, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:22:07.503", "epoch": 1783621327.5032835, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 8% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 877, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:22:09.146", "epoch": 1783621329.146152, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 913, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:22:10.564", "epoch": 1783621330.5641117, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 966, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:22:11.622", "epoch": 1783621331.6227708, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 907, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:22:12.632", "epoch": 1783621332.6327376, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 11% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 981, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:22:14.089", "epoch": 1783621334.0894082, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 918, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:22:15.959", "epoch": 1783621335.959207, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 886, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:22:17.159", "epoch": 1783621337.1592033, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 887, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:22:18.232", "epoch": 1783621338.232283, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 890, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:22:19.240", "epoch": 1783621339.2403786, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 12% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 895, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:22:20.289", "epoch": 1783621340.289724, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 848, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:22:21.301", "epoch": 1783621341.3015656, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 844, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:22:23.200", "epoch": 1783621343.200379, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 876, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:22:24.194", "epoch": 1783621344.1944578, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 877, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:22:25.465", "epoch": 1783621345.4653807, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 936, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:22:26.485", "epoch": 1783621346.4851975, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 925, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:22:27.490", "epoch": 1783621347.4909134, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 890, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:22:28.554", "epoch": 1783621348.5545368, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 936, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:22:29.962", "epoch": 1783621349.962307, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 891, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:22:31.610", "epoch": 1783621351.610664, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 855, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:22:33.326", "epoch": 1783621353.3269424, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 854, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:22:34.742", "epoch": 1783621354.742905, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 10% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 910, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:22:36.383", "epoch": 1783621356.3839045, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 884, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:22:37.404", "epoch": 1783621357.4045358, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 873, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:22:38.623", "epoch": 1783621358.623494, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 945, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:22:39.693", "epoch": 1783621359.6930914, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 860, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:22:40.704", "epoch": 1783621360.7043064, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 897, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:22:41.755", "epoch": 1783621361.755251, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 857, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:22:43.393", "epoch": 1783621363.393392, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"sitting\" } ] } ```", "latency_ms": 1253, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:22:44.663", "epoch": 1783621364.6635282, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 853, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:22:45.797", "epoch": 1783621365.797186, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 872, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:22:46.809", "epoch": 1783621366.8095987, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 892, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:22:48.114", "epoch": 1783621368.1143494, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 882, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:22:52.290", "epoch": 1783621372.2900915, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 864, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:22:54.952", "epoch": 1783621374.9530127, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 863, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:22:56.193", "epoch": 1783621376.193628, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 952, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:22:57.205", "epoch": 1783621377.2055156, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 9% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 945, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:22:58.263", "epoch": 1783621378.2635415, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 10% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 899, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:22:59.273", "epoch": 1783621379.273677, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 906, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:23:00.323", "epoch": 1783621380.3240118, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 938, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:23:01.334", "epoch": 1783621381.3340178, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 938, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:23:02.395", "epoch": 1783621382.395768, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 8% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 959, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:23:03.403", "epoch": 1783621383.4036884, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 935, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:23:04.454", "epoch": 1783621384.4542856, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 8% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 886, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:23:06.508", "epoch": 1783621386.5080554, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 840, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:23:07.523", "epoch": 1783621387.5233395, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 896, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:23:08.600", "epoch": 1783621388.6007233, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 869, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:23:09.591", "epoch": 1783621389.5919948, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 883, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:23:10.643", "epoch": 1783621390.6435542, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 919, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:23:13.290", "epoch": 1783621393.29011, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 893, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:23:15.059", "epoch": 1783621395.059215, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 915, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:23:16.012", "epoch": 1783621396.012954, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 900, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:23:17.012", "epoch": 1783621397.0127885, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 47px left over 3s and apparent size grew 12% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 897, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:23:18.077", "epoch": 1783621398.0776143, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 9% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 956, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:23:19.167", "epoch": 1783621399.1673238, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 986, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:23:20.333", "epoch": 1783621400.3330247, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 976, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:23:21.376", "epoch": 1783621401.376383, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 965, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:23:22.382", "epoch": 1783621402.38208, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 47px right over 3s and apparent size shrank 9% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 906, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:23:23.845", "epoch": 1783621403.8460257, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 912, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:23:25.492", "epoch": 1783621405.4928014, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 926, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:23:26.512", "epoch": 1783621406.5124073, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 868, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:23:27.561", "epoch": 1783621407.561363, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 11% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 875, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:23:28.572", "epoch": 1783621408.572689, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 9% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 923, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:23:29.621", "epoch": 1783621409.6215699, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 878, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:23:30.631", "epoch": 1783621410.6311274, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 921, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:23:33.101", "epoch": 1783621413.1017592, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 903, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:23:34.573", "epoch": 1783621414.573662, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 888, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:23:35.592", "epoch": 1783621415.5924919, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 888, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:23:37.872", "epoch": 1783621417.8723457, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 905, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:23:39.114", "epoch": 1783621419.114622, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 892, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:23:40.583", "epoch": 1783621420.5838068, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 907, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:23:41.606", "epoch": 1783621421.6069288, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 983, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:23:44.066", "epoch": 1783621424.0664675, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 955, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:23:45.304", "epoch": 1783621425.3044777, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 923, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:23:46.561", "epoch": 1783621426.5614865, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 920, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:23:47.772", "epoch": 1783621427.772564, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 910, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:23:49.017", "epoch": 1783621429.0178998, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 893, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:23:55.202", "epoch": 1783621435.2028692, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 891, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:23:56.223", "epoch": 1783621436.2238057, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 899, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:23:57.450", "epoch": 1783621437.4508495, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 895, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:23:58.513", "epoch": 1783621438.5139024, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 869, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:23:59.575", "epoch": 1783621439.5756938, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 868, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:00.583", "epoch": 1783621440.583398, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 918, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:01.991", "epoch": 1783621441.9910305, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 914, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:03.052", "epoch": 1783621443.052447, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 10% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 911, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:04.281", "epoch": 1783621444.2811368, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 870, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:06.561", "epoch": 1783621446.5611365, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 848, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:07.663", "epoch": 1783621447.6637082, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 879, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:24:09.233", "epoch": 1783621449.233046, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 889, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:24:11.074", "epoch": 1783621451.0748396, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 889, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:24:12.131", "epoch": 1783621452.131475, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 892, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:13.182", "epoch": 1783621453.1828284, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 12% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 891, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:14.202", "epoch": 1783621454.2025812, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 853, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:15.207", "epoch": 1783621455.2074194, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 855, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:16.267", "epoch": 1783621456.2670238, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 841, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:17.273", "epoch": 1783621457.2730937, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 867, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:18.322", "epoch": 1783621458.322038, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 897, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:19.341", "epoch": 1783621459.3411462, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 856, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:20.793", "epoch": 1783621460.7935042, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 885, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:21.867", "epoch": 1783621461.867451, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 927, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:24:22.865", "epoch": 1783621462.8652105, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 890, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:24:23.875", "epoch": 1783621463.8757405, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 947, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:24:25.930", "epoch": 1783621465.9303854, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 866, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:24:27.013", "epoch": 1783621467.0134344, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 926, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:24:28.222", "epoch": 1783621468.2228754, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 881, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:30.052", "epoch": 1783621470.052053, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 914, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:31.130", "epoch": 1783621471.130199, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 905, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:32.122", "epoch": 1783621472.1230145, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 844, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:24:33.184", "epoch": 1783621473.1845288, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 903, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:34.233", "epoch": 1783621474.233769, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 898, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:35.243", "epoch": 1783621475.2431433, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 9% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 880, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:37.482", "epoch": 1783621477.4824185, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 921, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:24:38.555", "epoch": 1783621478.5555837, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 929, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:39.554", "epoch": 1783621479.5549905, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 898, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:40.625", "epoch": 1783621480.6250474, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 12% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 902, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:41.623", "epoch": 1783621481.6237466, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 887, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:42.685", "epoch": 1783621482.6852038, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 856, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:43.903", "epoch": 1783621483.9037476, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 897, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:45.164", "epoch": 1783621485.1644413, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 954, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:46.164", "epoch": 1783621486.1640322, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 897, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:24:47.216", "epoch": 1783621487.2169578, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 887, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:48.222", "epoch": 1783621488.2230003, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 857, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:49.686", "epoch": 1783621489.6862895, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 899, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:51.341", "epoch": 1783621491.341931, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 897, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:24:52.352", "epoch": 1783621492.3527167, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 880, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:53.405", "epoch": 1783621493.4053357, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 9% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 896, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:54.810", "epoch": 1783621494.8104377, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 854, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:55.887", "epoch": 1783621495.8873003, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 857, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:57.543", "epoch": 1783621497.5436108, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 916, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:58.544", "epoch": 1783621498.5441556, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 852, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:24:59.596", "epoch": 1783621499.5968559, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 895, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:25:00.601", "epoch": 1783621500.601162, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 888, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:25:02.063", "epoch": 1783621502.0633907, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 892, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:25:03.083", "epoch": 1783621503.0836277, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 890, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:25:04.134", "epoch": 1783621504.1347685, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 950, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:25:06.187", "epoch": 1783621506.1877308, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 890, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:25:07.422", "epoch": 1783621507.4223263, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 899, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:25:08.675", "epoch": 1783621508.6753345, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 947, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:25:09.685", "epoch": 1783621509.6858165, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 879, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:25:10.907", "epoch": 1783621510.9071624, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 889, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:25:12.591", "epoch": 1783621512.5915933, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 921, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:25:13.800", "epoch": 1783621513.8004556, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 929, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:25:14.866", "epoch": 1783621514.8661606, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 946, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:25:16.344", "epoch": 1783621516.3445356, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 920, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:25:20.042", "epoch": 1783621520.0427966, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 876, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:25:22.051", "epoch": 1783621522.0512843, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 877, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:25:25.411", "epoch": 1783621525.4112527, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 911, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:25:26.423", "epoch": 1783621526.4230137, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 889, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:25:27.435", "epoch": 1783621527.4350543, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 887, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:25:29.477", "epoch": 1783621529.4778738, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 888, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:25:31.131", "epoch": 1783621531.1317847, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 873, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:25:32.202", "epoch": 1783621532.2027125, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 915, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:25:34.061", "epoch": 1783621534.0611823, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 878, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:25:36.080", "epoch": 1783621536.0800788, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 878, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:25:37.320", "epoch": 1783621537.3202882, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 909, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:25:38.393", "epoch": 1783621538.393797, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 907, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:25:39.801", "epoch": 1783621539.801846, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 883, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:25:42.911", "epoch": 1783621542.911377, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 887, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:25:46.808", "epoch": 1783621546.8087683, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 899, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:25:49.342", "epoch": 1783621549.3425565, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 881, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:25:50.763", "epoch": 1783621550.7630222, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 910, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:25:52.999", "epoch": 1783621552.9993033, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 923, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:25:54.883", "epoch": 1783621554.8834124, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 918, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:25:56.008", "epoch": 1783621556.0082011, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 42px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 937, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:25:56.964", "epoch": 1783621556.9645855, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 887, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:25:57.972", "epoch": 1783621557.972073, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 900, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:25:59.190", "epoch": 1783621559.1902878, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 829, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:26:00.493", "epoch": 1783621560.493232, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 870, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:26:01.504", "epoch": 1783621561.5044158, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 893, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:26:02.514", "epoch": 1783621562.514244, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 899, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:26:03.564", "epoch": 1783621563.5642, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 10% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 911, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:26:04.625", "epoch": 1783621564.625862, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 8% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 905, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:26:06.039", "epoch": 1783621566.0394123, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 865, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:26:07.685", "epoch": 1783621567.6851895, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 897, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:26:09.330", "epoch": 1783621569.3303607, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 895, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:26:10.355", "epoch": 1783621570.3553698, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 933, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:26:11.579", "epoch": 1783621571.5798664, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 869, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:26:14.513", "epoch": 1783621574.5138376, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 927, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:26:20.650", "epoch": 1783621580.6501825, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 903, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:26:21.890", "epoch": 1783621581.890396, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 918, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:26:24.779", "epoch": 1783621584.7799456, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 914, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:26:25.854", "epoch": 1783621585.854328, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 909, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:26:27.906", "epoch": 1783621587.906983, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 979, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:26:29.552", "epoch": 1783621589.5521758, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 891, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:26:30.576", "epoch": 1783621590.5766315, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 888, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:26:31.627", "epoch": 1783621591.6277328, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 895, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:26:33.059", "epoch": 1783621593.0596263, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 900, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:26:34.932", "epoch": 1783621594.9329596, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 862, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:26:35.935", "epoch": 1783621595.935406, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 889, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:26:36.994", "epoch": 1783621596.9945855, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 863, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:26:38.219", "epoch": 1783621598.2198906, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 914, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:26:39.641", "epoch": 1783621599.6412385, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 922, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:26:40.714", "epoch": 1783621600.71415, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 898, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:26:42.531", "epoch": 1783621602.5312288, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 894, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:26:43.597", "epoch": 1783621603.5973034, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 889, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:26:46.239", "epoch": 1783621606.239367, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 893, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:26:47.315", "epoch": 1783621607.3159814, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 13% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 903, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:26:48.312", "epoch": 1783621608.3129148, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 12% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"sitting\" } ] } ```", "latency_ms": 1328, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:26:49.786", "epoch": 1783621609.786192, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 858, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:26:50.791", "epoch": 1783621610.7920127, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 853, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:26:51.853", "epoch": 1783621611.8537579, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 41px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 887, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:26:53.899", "epoch": 1783621613.8992548, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 840, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:26:54.766", "epoch": 1783621614.7667003, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 872, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:26:55.963", "epoch": 1783621615.963604, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 915, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:26:56.989", "epoch": 1783621616.9896052, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 915, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:27:00.096", "epoch": 1783621620.0962338, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 910, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:27:02.814", "epoch": 1783621622.8144653, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 886, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:27:04.851", "epoch": 1783621624.8519454, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 934, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:27:05.954", "epoch": 1783621625.954991, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 958, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:27:06.940", "epoch": 1783621626.9400988, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 906, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:27:07.942", "epoch": 1783621627.9422517, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 879, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:27:09.823", "epoch": 1783621629.823499, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 918, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:27:11.013", "epoch": 1783621631.0134478, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 913, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:27:12.243", "epoch": 1783621632.2434554, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 966, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:27:14.311", "epoch": 1783621634.3116305, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 861, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:27:16.190", "epoch": 1783621636.1907957, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 886, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:27:17.202", "epoch": 1783621637.2025602, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 893, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:27:18.266", "epoch": 1783621638.266071, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 10% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 884, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:27:19.273", "epoch": 1783621639.2734327, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 8% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 885, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:27:20.323", "epoch": 1783621640.3237348, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 847, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:27:21.333", "epoch": 1783621641.3336987, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 12% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 893, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:27:22.394", "epoch": 1783621642.3948615, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 9% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 885, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:27:24.037", "epoch": 1783621644.0374956, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 882, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:27:25.259", "epoch": 1783621645.2599862, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 850, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:27:26.283", "epoch": 1783621646.2830648, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 881, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:27:27.349", "epoch": 1783621647.3491116, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 906, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:27:28.354", "epoch": 1783621648.3542278, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 907, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:27:29.406", "epoch": 1783621649.4061759, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 11% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 902, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:27:30.415", "epoch": 1783621650.4158933, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 13% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 907, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:27:31.474", "epoch": 1783621651.4741857, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 9% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 875, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:27:32.474", "epoch": 1783621652.4745848, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 8% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 880, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:27:34.771", "epoch": 1783621654.7712886, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 855, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:27:35.989", "epoch": 1783621655.9897296, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 897, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:27:38.062", "epoch": 1783621658.0628555, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 876, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:27:40.131", "epoch": 1783621660.131426, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 875, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:27:41.772", "epoch": 1783621661.7720616, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 871, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:27:43.425", "epoch": 1783621663.4257052, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 873, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:27:44.505", "epoch": 1783621664.5054646, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 918, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:27:45.900", "epoch": 1783621665.9001844, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 878, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:27:46.924", "epoch": 1783621666.9243846, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 913, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:27:47.977", "epoch": 1783621667.977371, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 9% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 916, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:27:49.381", "epoch": 1783621669.381846, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 852, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:27:50.455", "epoch": 1783621670.4554381, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 866, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:27:51.464", "epoch": 1783621671.4643762, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 11% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 896, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:27:52.691", "epoch": 1783621672.6913545, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 853, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:27:53.921", "epoch": 1783621673.9217057, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 855, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:27:55.159", "epoch": 1783621675.159971, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 906, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:27:56.234", "epoch": 1783621676.2340188, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 905, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:27:58.056", "epoch": 1783621678.0568295, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 877, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:27:59.129", "epoch": 1783621679.1292164, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 939, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:28:00.125", "epoch": 1783621680.1254492, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 929, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:28:01.761", "epoch": 1783621681.761163, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 941, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:28:02.837", "epoch": 1783621682.8378537, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 964, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:28:04.302", "epoch": 1783621684.3024106, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 903, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:28:05.315", "epoch": 1783621685.3151083, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 880, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:28:06.314", "epoch": 1783621686.3140233, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 885, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:28:07.374", "epoch": 1783621687.374633, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 897, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:08.384", "epoch": 1783621688.384691, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 893, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:09.662", "epoch": 1783621689.662397, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 858, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:11.261", "epoch": 1783621691.2618213, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 885, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:28:12.501", "epoch": 1783621692.501978, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 909, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:28:13.563", "epoch": 1783621693.5635633, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 978, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:28:14.971", "epoch": 1783621694.9711254, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 839, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:16.211", "epoch": 1783621696.2116332, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 827, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:17.279", "epoch": 1783621697.279972, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 869, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:18.504", "epoch": 1783621698.5050018, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 859, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:19.918", "epoch": 1783621699.9185543, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 873, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:20.992", "epoch": 1783621700.9926407, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 914, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:28:22.005", "epoch": 1783621702.005581, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 913, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:23.053", "epoch": 1783621703.0536158, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 876, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:25.540", "epoch": 1783621705.5403574, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 889, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:26.544", "epoch": 1783621706.544453, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 886, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:27.594", "epoch": 1783621707.5948737, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 850, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:28.712", "epoch": 1783621708.7128644, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 836, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:29.655", "epoch": 1783621709.6550155, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 926, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:30.666", "epoch": 1783621710.6668983, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 925, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:31.745", "epoch": 1783621711.7451942, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 956, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:32.742", "epoch": 1783621712.742091, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 935, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:33.788", "epoch": 1783621713.7882466, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 894, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:34.798", "epoch": 1783621714.7983108, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 880, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:36.035", "epoch": 1783621716.0354435, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 922, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:37.086", "epoch": 1783621717.0865629, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 9% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 929, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:38.100", "epoch": 1783621718.100161, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 896, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:39.159", "epoch": 1783621719.1595187, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 12% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 933, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:40.168", "epoch": 1783621720.1686115, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 910, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:28:41.218", "epoch": 1783621721.218122, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 939, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:28:42.444", "epoch": 1783621722.4446065, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 954, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:28:43.465", "epoch": 1783621723.4657445, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 897, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:28:44.513", "epoch": 1783621724.5131538, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 899, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:45.524", "epoch": 1783621725.5247865, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 857, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:46.586", "epoch": 1783621726.5861986, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 862, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:47.585", "epoch": 1783621727.5851135, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 908, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:48.861", "epoch": 1783621728.8610294, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 10% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 877, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:49.889", "epoch": 1783621729.8897514, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 841, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:51.115", "epoch": 1783621731.1152942, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 9% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 944, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:52.358", "epoch": 1783621732.3582716, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 11% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 902, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:53.364", "epoch": 1783621733.3643794, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 8% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 869, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:54.426", "epoch": 1783621734.426799, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 916, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:55.435", "epoch": 1783621735.435939, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 890, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:56.896", "epoch": 1783621736.8964064, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 20% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 925, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:28:59.131", "epoch": 1783621739.131742, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 837, "applied_label": "walking", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:29:00.193", "epoch": 1783621740.1934474, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 863, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:01.078", "epoch": 1783621741.0786047, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 854, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:02.076", "epoch": 1783621742.0764632, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 902, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:03.085", "epoch": 1783621743.0851638, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 13% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 901, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:04.095", "epoch": 1783621744.0954711, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 872, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:05.155", "epoch": 1783621745.155018, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 904, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:06.163", "epoch": 1783621746.163842, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 11% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 888, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:07.215", "epoch": 1783621747.2156157, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 911, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:08.223", "epoch": 1783621748.2235227, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 893, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:09.260", "epoch": 1783621749.26067, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 845, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:11.330", "epoch": 1783621751.3302035, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 897, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:29:12.749", "epoch": 1783621752.74939, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 909, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:29:14.221", "epoch": 1783621754.221097, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 864, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:15.454", "epoch": 1783621755.454429, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 875, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:16.516", "epoch": 1783621756.5163605, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 12% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 894, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:17.535", "epoch": 1783621757.5358715, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 884, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:19.168", "epoch": 1783621759.1689973, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 890, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:20.194", "epoch": 1783621760.1947021, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 902, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:21.651", "epoch": 1783621761.6511073, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 16% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 900, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:23.301", "epoch": 1783621763.3015976, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 913, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:29:24.953", "epoch": 1783621764.9534395, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 911, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:29:25.972", "epoch": 1783621765.9729385, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 925, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:29:28.083", "epoch": 1783621768.0832367, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 876, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:29:29.493", "epoch": 1783621769.4930427, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 850, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:30.503", "epoch": 1783621770.5038013, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 884, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:32.371", "epoch": 1783621772.371691, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 870, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:29:33.799", "epoch": 1783621773.7991023, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 850, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:34.865", "epoch": 1783621774.8651254, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 864, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:35.874", "epoch": 1783621775.8745713, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 848, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:29:36.937", "epoch": 1783621776.9377127, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 910, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:38.153", "epoch": 1783621778.1534612, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 850, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:39.176", "epoch": 1783621779.1767194, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 888, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:40.237", "epoch": 1783621780.2371702, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 847, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:41.244", "epoch": 1783621781.2450073, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 889, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:42.966", "epoch": 1783621782.9669335, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 860, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:49.117", "epoch": 1783621789.1177034, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 881, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:29:51.249", "epoch": 1783621791.2494295, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 859, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:29:53.433", "epoch": 1783621793.4334598, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 862, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:29:54.445", "epoch": 1783621794.445265, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 883, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:55.508", "epoch": 1783621795.508567, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 961, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:56.504", "epoch": 1783621796.5049253, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 881, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:57.576", "epoch": 1783621797.5766513, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 905, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:58.576", "epoch": 1783621798.576066, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 904, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:29:59.626", "epoch": 1783621799.6265097, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 902, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:30:00.646", "epoch": 1783621800.6462088, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 9% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 865, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:30:01.696", "epoch": 1783621801.696912, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 9% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 875, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:30:02.706", "epoch": 1783621802.7062979, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 912, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:30:03.756", "epoch": 1783621803.7565784, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 870, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:30:05.993", "epoch": 1783621805.9931226, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 865, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:30:07.054", "epoch": 1783621807.054251, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 870, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:30:08.112", "epoch": 1783621808.1122978, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 896, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:30:10.111", "epoch": 1783621810.1114838, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 912, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:30:11.352", "epoch": 1783621811.3521237, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 871, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:30:12.591", "epoch": 1783621812.5915565, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 970, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:30:13.832", "epoch": 1783621813.8327417, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 872, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:30:15.304", "epoch": 1783621815.3041883, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 887, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:30:16.721", "epoch": 1783621816.7212873, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 874, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:30:18.613", "epoch": 1783621818.6139169, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 919, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:30:19.855", "epoch": 1783621819.8556888, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 875, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:30:21.071", "epoch": 1783621821.0715206, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 869, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:30:22.491", "epoch": 1783621822.4918542, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 881, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:30:23.729", "epoch": 1783621823.7295804, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 856, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:30:24.990", "epoch": 1783621824.9907138, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 870, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:30:26.045", "epoch": 1783621826.0454435, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 878, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:30:27.448", "epoch": 1783621827.448982, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 881, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:30:28.912", "epoch": 1783621828.912257, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 890, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:30:30.210", "epoch": 1783621830.210308, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 893, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:30:31.569", "epoch": 1783621831.5699239, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 881, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:30:33.039", "epoch": 1783621833.0390718, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 875, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:30:34.879", "epoch": 1783621834.879545, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 895, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:30:36.113", "epoch": 1783621836.113791, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 909, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:30:38.180", "epoch": 1783621838.180408, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 925, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:30:39.640", "epoch": 1783621839.6407564, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 890, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:30:40.879", "epoch": 1783621840.879973, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 896, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:30:43.363", "epoch": 1783621843.3633578, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 891, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:30:44.601", "epoch": 1783621844.6011662, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 892, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:30:45.626", "epoch": 1783621845.6264822, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 853, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:30:46.680", "epoch": 1783621846.6807306, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 896, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:30:47.738", "epoch": 1783621847.7382658, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 842, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:30:48.737", "epoch": 1783621848.7380104, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 850, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:30:49.625", "epoch": 1783621849.625437, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 848, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:30:50.612", "epoch": 1783621850.6126623, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 853, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:30:52.031", "epoch": 1783621852.0312636, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 884, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:30:53.046", "epoch": 1783621853.0464141, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 883, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:30:54.105", "epoch": 1783621854.1055763, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 859, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:30:55.117", "epoch": 1783621855.117572, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 874, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:30:56.167", "epoch": 1783621856.1677725, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 829, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:30:57.237", "epoch": 1783621857.2376945, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 887, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:30:58.238", "epoch": 1783621858.238165, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 845, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:30:59.236", "epoch": 1783621859.236201, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 846, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:31:00.460", "epoch": 1783621860.460039, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 888, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:31:01.537", "epoch": 1783621861.5373576, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 916, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:31:02.764", "epoch": 1783621862.7645254, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 935, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:31:03.808", "epoch": 1783621863.8082886, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 906, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:31:04.838", "epoch": 1783621864.8389466, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 14% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 880, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:31:05.846", "epoch": 1783621865.8460608, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 887, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:31:06.896", "epoch": 1783621866.8963366, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 853, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:31:08.123", "epoch": 1783621868.1237679, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 815, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:31:08.968", "epoch": 1783621868.968269, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 846, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:31:09.976", "epoch": 1783621869.976754, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 968, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:31:11.846", "epoch": 1783621871.8468251, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 923, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:31:18.032", "epoch": 1783621878.032479, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 923, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:31:19.048", "epoch": 1783621879.0480943, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 901, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:31:20.501", "epoch": 1783621880.5013475, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 925, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:31:24.219", "epoch": 1783621884.219782, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 854, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:31:25.872", "epoch": 1783621885.872519, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 883, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:31:26.946", "epoch": 1783621886.9469678, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 889, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:31:28.112", "epoch": 1783621888.1127312, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 904, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:31:29.186", "epoch": 1783621889.1864128, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 900, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:31:30.834", "epoch": 1783621890.8349912, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 896, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:31:33.710", "epoch": 1783621893.7109916, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 900, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:31:35.539", "epoch": 1783621895.539785, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 907, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:31:36.646", "epoch": 1783621896.6466587, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 899, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:31:39.070", "epoch": 1783621899.0706697, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 891, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:31:40.095", "epoch": 1783621900.0955744, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 889, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:31:41.157", "epoch": 1783621901.1571376, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 913, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:31:42.370", "epoch": 1783621902.3709402, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 889, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:31:43.396", "epoch": 1783621903.3961563, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 887, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:31:44.458", "epoch": 1783621904.458706, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 848, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:31:45.465", "epoch": 1783621905.465763, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 850, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:31:46.516", "epoch": 1783621906.5163903, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 870, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:31:50.224", "epoch": 1783621910.2248454, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 898, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:31:51.257", "epoch": 1783621911.2571914, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 916, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:31:53.144", "epoch": 1783621913.144364, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 904, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:31:54.343", "epoch": 1783621914.3433514, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 892, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:31:55.991", "epoch": 1783621915.9912236, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 890, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:31:57.830", "epoch": 1783621917.8304915, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 913, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:32:00.953", "epoch": 1783621920.9537978, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 918, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:32:02.183", "epoch": 1783621922.1834064, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 946, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:32:03.208", "epoch": 1783621923.2088523, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 58px left over 3s and apparent size grew 13% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 911, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:32:04.271", "epoch": 1783621924.2712336, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 47px left over 3s and apparent size grew 12% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 901, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:32:05.279", "epoch": 1783621925.2795131, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 53px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 893, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:32:06.328", "epoch": 1783621926.3284745, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 949, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:32:08.801", "epoch": 1783621928.8013494, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 871, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:32:10.210", "epoch": 1783621930.2100542, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 873, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:32:12.090", "epoch": 1783621932.0908837, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 875, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:32:13.117", "epoch": 1783621933.117201, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 907, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:32:14.167", "epoch": 1783621934.1671774, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 913, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:32:15.176", "epoch": 1783621935.176381, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 910, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:32:16.120", "epoch": 1783621936.1207967, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 870, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:32:17.060", "epoch": 1783621937.06049, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 872, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:32:18.067", "epoch": 1783621938.0672061, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 11% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 896, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:32:19.929", "epoch": 1783621939.929151, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 899, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:32:21.581", "epoch": 1783621941.5815566, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 888, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:32:22.608", "epoch": 1783621942.608027, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 887, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:32:23.656", "epoch": 1783621943.6569276, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 844, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:32:24.666", "epoch": 1783621944.6661863, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 13% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 889, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:32:25.728", "epoch": 1783621945.728298, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 14% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 896, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:32:26.737", "epoch": 1783621946.7371254, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 861, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:32:27.788", "epoch": 1783621947.7889986, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 858, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:32:28.798", "epoch": 1783621948.7985666, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 875, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:32:29.863", "epoch": 1783621949.8630245, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 905, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:32:31.712", "epoch": 1783621951.7124782, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 940, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:32:33.553", "epoch": 1783621953.5531034, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 932, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:32:34.793", "epoch": 1783621954.7935593, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 964, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:32:35.817", "epoch": 1783621955.8179927, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 935, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:32:36.877", "epoch": 1783621956.8779967, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 888, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:32:37.876", "epoch": 1783621957.8764825, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 20% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 919, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:32:39.347", "epoch": 1783621959.347671, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 833, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:32:40.558", "epoch": 1783621960.558681, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 906, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:32:41.584", "epoch": 1783621961.5846925, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 894, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:32:42.647", "epoch": 1783621962.6472502, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 887, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:32:43.657", "epoch": 1783621963.6570442, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 852, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:32:44.708", "epoch": 1783621964.70811, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 885, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:32:45.787", "epoch": 1783621965.7877052, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 897, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:32:46.766", "epoch": 1783621966.7663047, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 859, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:32:49.003", "epoch": 1783621969.003243, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 973, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:32:50.241", "epoch": 1783621970.241023, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 935, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:32:52.382", "epoch": 1783621972.3821666, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 887, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:32:53.542", "epoch": 1783621973.542254, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 954, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:32:54.619", "epoch": 1783621974.6191626, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 938, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:32:56.023", "epoch": 1783621976.023279, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 930, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:32:57.263", "epoch": 1783621977.2632835, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 947, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:32:58.327", "epoch": 1783621978.3274276, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 938, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:32:59.553", "epoch": 1783621979.5534794, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 925, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:33:00.793", "epoch": 1783621980.7930217, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 911, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:33:01.857", "epoch": 1783621981.8571725, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 951, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:33:02.868", "epoch": 1783621982.8684425, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 928, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:33:03.879", "epoch": 1783621983.8792064, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 894, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:33:04.928", "epoch": 1783621984.9289439, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 908, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:33:07.805", "epoch": 1783621987.805093, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 939, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:33:08.827", "epoch": 1783621988.8280053, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 928, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:33:10.283", "epoch": 1783621990.2831473, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 940, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:33:11.930", "epoch": 1783621991.9302459, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 953, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:33:12.959", "epoch": 1783621992.9591048, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 924, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:33:14.011", "epoch": 1783621994.0117004, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 948, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:33:15.017", "epoch": 1783621995.0171278, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 871, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:33:16.081", "epoch": 1783621996.0813518, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 904, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:33:18.304", "epoch": 1783621998.304458, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 878, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:33:20.374", "epoch": 1783622000.374703, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 939, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:33:22.431", "epoch": 1783622002.4315753, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 945, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:33:24.311", "epoch": 1783622004.3115933, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 996, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:33:26.375", "epoch": 1783622006.3752456, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 927, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:33:27.610", "epoch": 1783622007.610301, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 946, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:33:29.265", "epoch": 1783622009.2651734, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 979, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:33:33.572", "epoch": 1783622013.572552, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 976, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:33:34.650", "epoch": 1783622014.6502066, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 973, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:33:36.875", "epoch": 1783622016.8759797, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1000, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:33:38.154", "epoch": 1783622018.1546721, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 932, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:33:39.189", "epoch": 1783622019.1891718, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 916, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:33:40.199", "epoch": 1783622020.1995075, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 941, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:33:41.249", "epoch": 1783622021.249953, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 909, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:33:44.535", "epoch": 1783622024.5351365, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 919, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:33:47.425", "epoch": 1783622027.4254916, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 934, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:33:48.665", "epoch": 1783622028.6650386, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 921, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:33:49.903", "epoch": 1783622029.9034932, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 948, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:33:52.374", "epoch": 1783622032.3746877, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 933, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:33:54.022", "epoch": 1783622034.0224085, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 971, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:33:55.048", "epoch": 1783622035.0485148, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 962, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:33:56.112", "epoch": 1783622036.1129398, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 992, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:33:57.352", "epoch": 1783622037.3524652, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 967, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:33:58.759", "epoch": 1783622038.7593868, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 910, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:34:00.638", "epoch": 1783622040.638475, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 959, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:34:01.874", "epoch": 1783622041.874187, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 979, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:34:03.101", "epoch": 1783622043.1017168, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 940, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:34:04.344", "epoch": 1783622044.3441947, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 951, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:34:08.470", "epoch": 1783622048.4701352, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 884, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:34:09.497", "epoch": 1783622049.497512, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 882, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:34:10.941", "epoch": 1783622050.9414647, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 891, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:34:12.008", "epoch": 1783622052.0082872, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 877, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:34:13.188", "epoch": 1783622053.1885161, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 894, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:34:15.068", "epoch": 1783622055.0688596, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 835, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:34:16.309", "epoch": 1783622056.3091502, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 935, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:34:17.337", "epoch": 1783622057.3374763, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 904, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:34:18.387", "epoch": 1783622058.387085, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 886, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:34:19.609", "epoch": 1783622059.6099558, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 889, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:34:20.637", "epoch": 1783622060.6379695, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 884, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:34:22.091", "epoch": 1783622062.0912247, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 853, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:34:23.116", "epoch": 1783622063.1160738, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 897, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:34:24.169", "epoch": 1783622064.1692321, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 905, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:34:25.570", "epoch": 1783622065.5706937, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 865, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:34:26.651", "epoch": 1783622066.6513035, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 908, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:34:27.722", "epoch": 1783622067.722581, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 884, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:34:29.699", "epoch": 1783622069.6995704, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 890, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:34:30.940", "epoch": 1783622070.940718, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 899, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:34:32.005", "epoch": 1783622072.005839, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 871, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:34:33.016", "epoch": 1783622073.0164957, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 920, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:34:34.078", "epoch": 1783622074.0783708, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 875, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:34:35.078", "epoch": 1783622075.0785315, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 914, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:34:36.137", "epoch": 1783622076.1371624, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 913, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:34:37.773", "epoch": 1783622077.773782, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 915, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:34:38.798", "epoch": 1783622078.7980726, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 912, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:34:41.260", "epoch": 1783622081.2602038, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 926, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:34:44.369", "epoch": 1783622084.369707, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 896, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:34:46.530", "epoch": 1783622086.530351, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 882, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:34:49.582", "epoch": 1783622089.5830126, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 884, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:34:50.576", "epoch": 1783622090.576517, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 891, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:34:51.802", "epoch": 1783622091.8025463, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 913, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:34:52.828", "epoch": 1783622092.8287385, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 897, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:34:53.889", "epoch": 1783622093.8892236, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 892, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:34:55.331", "epoch": 1783622095.3315258, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 874, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:34:57.391", "epoch": 1783622097.391325, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 925, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:00.063", "epoch": 1783622100.0632997, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 911, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:02.122", "epoch": 1783622102.1224995, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 930, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:03.771", "epoch": 1783622103.7713234, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 923, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:06.429", "epoch": 1783622106.429957, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 907, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:07.673", "epoch": 1783622107.6732605, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 908, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:09.138", "epoch": 1783622109.1384726, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 912, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:10.167", "epoch": 1783622110.167714, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 914, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:12.021", "epoch": 1783622112.0214522, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 874, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:13.046", "epoch": 1783622113.0470107, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 894, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:14.106", "epoch": 1783622114.1064696, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 880, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:15.116", "epoch": 1783622115.116919, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 879, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:17.392", "epoch": 1783622117.3929782, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 912, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:18.418", "epoch": 1783622118.4181373, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 898, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:19.466", "epoch": 1783622119.4662209, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 897, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:21.525", "epoch": 1783622121.525629, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 896, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:22.751", "epoch": 1783622122.751431, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"sitting\" } ] } ```", "latency_ms": 1280, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:24.589", "epoch": 1783622124.5899498, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 908, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:25.660", "epoch": 1783622125.6608217, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 901, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:27.293", "epoch": 1783622127.2931058, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 884, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:28.318", "epoch": 1783622128.3180985, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 861, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:29.541", "epoch": 1783622129.5412006, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 903, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:31.012", "epoch": 1783622131.0126085, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 894, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:32.038", "epoch": 1783622132.0388815, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 912, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:33.251", "epoch": 1783622133.251426, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 931, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:34.490", "epoch": 1783622134.4906747, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"sitting\" } ] } ```", "latency_ms": 1304, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:35.980", "epoch": 1783622135.9806757, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 890, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:37.430", "epoch": 1783622137.4309485, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 868, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:39.030", "epoch": 1783622139.0309117, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 906, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:40.271", "epoch": 1783622140.2718453, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 892, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:41.509", "epoch": 1783622141.510009, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 892, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:45.638", "epoch": 1783622145.638665, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 890, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:48.750", "epoch": 1783622148.7507794, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 901, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:51.231", "epoch": 1783622151.23161, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 858, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:53.312", "epoch": 1783622153.312525, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 886, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:56.010", "epoch": 1783622156.0107646, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 918, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:35:58.019", "epoch": 1783622158.019744, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 936, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:00.910", "epoch": 1783622160.910063, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 885, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:01.982", "epoch": 1783622161.9821012, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 864, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:04.849", "epoch": 1783622164.849985, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 995, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:06.093", "epoch": 1783622166.0933452, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 922, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:07.175", "epoch": 1783622167.1758685, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 894, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:09.160", "epoch": 1783622169.1600718, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 907, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:11.454", "epoch": 1783622171.4543023, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 890, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:13.291", "epoch": 1783622173.2913077, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 895, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:14.360", "epoch": 1783622174.3609874, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 901, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:15.368", "epoch": 1783622175.3684318, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 890, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:17.020", "epoch": 1783622177.0209231, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 900, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:18.081", "epoch": 1783622178.0811415, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 897, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:21.781", "epoch": 1783622181.7810597, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 878, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:23.032", "epoch": 1783622183.0327141, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 906, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:24.433", "epoch": 1783622184.433054, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 895, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:25.670", "epoch": 1783622185.6704285, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 871, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:26.739", "epoch": 1783622186.7391021, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 927, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:28.371", "epoch": 1783622188.3712177, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 920, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:29.398", "epoch": 1783622189.3985193, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 920, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:30.850", "epoch": 1783622190.8507903, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 922, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:31.876", "epoch": 1783622191.8768194, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 925, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:32.927", "epoch": 1783622192.9279058, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 922, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:34.749", "epoch": 1783622194.7491057, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 875, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:35.989", "epoch": 1783622195.989428, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 897, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:37.239", "epoch": 1783622197.239469, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 901, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:39.003", "epoch": 1783622199.0036912, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 914, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:40.520", "epoch": 1783622200.5200825, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 902, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:43.254", "epoch": 1783622203.2547076, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 909, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:44.649", "epoch": 1783622204.6493232, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 913, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:45.726", "epoch": 1783622205.7267892, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 924, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:46.736", "epoch": 1783622206.736872, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 885, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:36:47.790", "epoch": 1783622207.7900395, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 44px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 886, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:36:48.798", "epoch": 1783622208.798274, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 48px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 893, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:36:49.874", "epoch": 1783622209.8745453, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 62px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 895, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:36:50.865", "epoch": 1783622210.8657026, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 851, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:36:51.919", "epoch": 1783622211.919209, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 863, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:36:52.927", "epoch": 1783622212.9278576, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 45px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 895, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:36:53.979", "epoch": 1783622213.979417, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 853, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:36:54.986", "epoch": 1783622214.986326, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 893, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:36:56.038", "epoch": 1783622216.0382054, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 853, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:36:57.671", "epoch": 1783622217.6710887, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 876, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:36:58.698", "epoch": 1783622218.698367, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 868, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:36:59.758", "epoch": 1783622219.7587764, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 865, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:37:01.000", "epoch": 1783622221.0002885, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 899, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:37:02.006", "epoch": 1783622222.007003, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 60px right over 3s and apparent size shrank 13% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 857, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:37:03.083", "epoch": 1783622223.0836017, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 83px right over 3s and apparent size grew 10% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 877, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:37:04.067", "epoch": 1783622224.0677104, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 180px right over 3s and apparent size grew 52% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 890, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:37:05.121", "epoch": 1783622225.121851, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 92px right over 2s and apparent size grew 64% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 904, "applied_label": "standing", "previous_label": null }, { "timestamp": "2026-07-09 18:49:06.115", "epoch": 1783622946.1150827, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 1s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 897, "applied_label": null, "previous_label": null }, { "timestamp": "2026-07-09 18:49:07.254", "epoch": 1783622947.2545056, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 9% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 864, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:49:08.166", "epoch": 1783622948.167004, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 13% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 870, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:49:09.105", "epoch": 1783622949.1057262, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 11% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 869, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:49:10.209", "epoch": 1783622950.2091854, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 829, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:49:11.448", "epoch": 1783622951.4483542, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 867, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:49:12.475", "epoch": 1783622952.47514, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 831, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:49:14.748", "epoch": 1783622954.748075, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 896, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:49:15.988", "epoch": 1783622955.9885375, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 846, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:49:17.229", "epoch": 1783622957.229994, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 959, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:49:18.499", "epoch": 1783622958.4991632, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 902, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:49:20.118", "epoch": 1783622960.118788, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 915, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:49:21.388", "epoch": 1783622961.3881116, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 888, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:49:23.021", "epoch": 1783622963.0212965, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 870, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:49:24.239", "epoch": 1783622964.2391453, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 884, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:49:25.479", "epoch": 1783622965.4791949, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 836, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:49:26.899", "epoch": 1783622966.8995554, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 893, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:49:27.988", "epoch": 1783622967.9886832, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 920, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:49:28.988", "epoch": 1783622968.9881248, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 861, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:49:30.201", "epoch": 1783622970.2011557, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 885, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:49:31.275", "epoch": 1783622971.2750423, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 860, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:49:32.285", "epoch": 1783622972.2854605, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 856, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:49:33.339", "epoch": 1783622973.339878, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 18% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 888, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:49:34.347", "epoch": 1783622974.347424, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 14% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 896, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:49:35.424", "epoch": 1783622975.4241338, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 858, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:49:36.409", "epoch": 1783622976.4091997, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 13% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 891, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:49:37.467", "epoch": 1783622977.4672022, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 884, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:49:38.486", "epoch": 1783622978.4866197, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 863, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:49:39.697", "epoch": 1783622979.697783, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 882, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:49:40.928", "epoch": 1783622980.9281557, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 885, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:49:42.169", "epoch": 1783622982.1697683, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 975, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:49:43.246", "epoch": 1783622983.2464607, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 883, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:49:44.459", "epoch": 1783622984.45947, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 839, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:49:45.486", "epoch": 1783622985.486394, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 825, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:49:46.547", "epoch": 1783622986.5479136, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 890, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:49:47.560", "epoch": 1783622987.5609238, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 849, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:49:48.606", "epoch": 1783622988.60668, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 9% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 896, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:49:49.828", "epoch": 1783622989.8283896, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 8% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 887, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:49:50.856", "epoch": 1783622990.8564763, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 860, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:49:51.916", "epoch": 1783622991.9167216, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 864, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:49:52.917", "epoch": 1783622992.9171565, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 14% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 912, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:49:53.978", "epoch": 1783622993.9780204, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 18% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 870, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:49:54.987", "epoch": 1783622994.9874306, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 826, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:49:56.037", "epoch": 1783622996.0375257, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 802, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:49:57.028", "epoch": 1783622997.0286696, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 8% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 866, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:49:58.097", "epoch": 1783622998.097936, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 848, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:49:59.109", "epoch": 1783622999.109286, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 890, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:50:00.168", "epoch": 1783623000.1680617, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 12% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 904, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:50:01.179", "epoch": 1783623001.1795108, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 61% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 895, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:50:02.239", "epoch": 1783623002.239463, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 56% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 916, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:50:03.240", "epoch": 1783623003.2404492, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 38% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 944, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:50:04.298", "epoch": 1783623004.2984798, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 11% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 922, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:50:05.296", "epoch": 1783623005.2963476, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 909, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:50:06.357", "epoch": 1783623006.3573577, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 9% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 910, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:50:07.369", "epoch": 1783623007.3694434, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 849, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:50:08.417", "epoch": 1783623008.4179854, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 10% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 880, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:50:09.428", "epoch": 1783623009.4288025, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 14% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 884, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:50:10.488", "epoch": 1783623010.4883819, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 848, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:50:11.485", "epoch": 1783623011.4851656, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 881, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:50:12.548", "epoch": 1783623012.5481946, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 878, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:50:13.560", "epoch": 1783623013.5604184, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 924, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:50:14.607", "epoch": 1783623014.6077085, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 8% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 906, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:50:15.617", "epoch": 1783623015.6178465, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 880, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:50:16.677", "epoch": 1783623016.6777337, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 876, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:50:17.675", "epoch": 1783623017.6750937, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 11% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 872, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:50:18.737", "epoch": 1783623018.7377074, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 828, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:50:19.748", "epoch": 1783623019.748335, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 907, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:50:20.797", "epoch": 1783623020.7971108, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 22% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 866, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:50:21.806", "epoch": 1783623021.8069005, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 874, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:50:22.866", "epoch": 1783623022.8668733, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 50px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 873, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:50:23.867", "epoch": 1783623023.867593, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 66px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 890, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:50:24.928", "epoch": 1783623024.9281676, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 895, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:50:25.942", "epoch": 1783623025.9424925, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 889, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:50:26.997", "epoch": 1783623026.9974587, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 42px left over 3s and apparent size grew 12% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 892, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:50:28.507", "epoch": 1783623028.5073597, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 26% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 881, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:50:30.068", "epoch": 1783623030.0685148, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 22% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 846, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:50:31.117", "epoch": 1783623031.1172612, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 20% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 893, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:50:32.341", "epoch": 1783623032.341461, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 2s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 919, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:50:33.599", "epoch": 1783623033.599562, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 883, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:50:34.810", "epoch": 1783623034.8101642, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 37% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 887, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:50:35.840", "epoch": 1783623035.8402681, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 34% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 856, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:50:37.088", "epoch": 1783623037.088088, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 58px right over 3s and apparent size shrank 16% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 916, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:50:38.142", "epoch": 1783623038.1427963, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 51% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 916, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:50:39.142", "epoch": 1783623039.1428468, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 52px right over 3s and apparent size shrank 24% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"sitting\" } ] } ```", "latency_ms": 1305, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:50:41.194", "epoch": 1783623041.1942198, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 846, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:50:42.264", "epoch": 1783623042.264205, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 885, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:50:43.275", "epoch": 1783623043.275939, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 880, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:50:44.331", "epoch": 1783623044.3314033, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 854, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:50:45.335", "epoch": 1783623045.3358061, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 927, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:50:46.395", "epoch": 1783623046.3958519, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 953, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:50:47.402", "epoch": 1783623047.4027534, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 920, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:50:48.453", "epoch": 1783623048.453856, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 38% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 919, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:50:49.465", "epoch": 1783623049.4659286, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 9% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 891, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:50:50.528", "epoch": 1783623050.5283334, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 42px left over 3s and apparent size grew 22% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 973, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:50:51.536", "epoch": 1783623051.5360281, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 11% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 935, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:50:52.585", "epoch": 1783623052.5850456, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 9% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 928, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:50:53.595", "epoch": 1783623053.5956225, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 54% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 954, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:50:54.656", "epoch": 1783623054.6564581, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 69% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 954, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:50:55.885", "epoch": 1783623055.885674, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 18% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 910, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:50:56.893", "epoch": 1783623056.8936203, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 20% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 915, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:50:59.456", "epoch": 1783623059.4565768, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 899, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:51:00.814", "epoch": 1783623060.8144455, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 16% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 884, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:51:03.066", "epoch": 1783623063.0661383, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 2s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 904, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:51:04.146", "epoch": 1783623064.1460676, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 16% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 925, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:51:05.149", "epoch": 1783623065.1497695, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 901, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:51:06.595", "epoch": 1783623066.5955868, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 888, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:51:07.624", "epoch": 1783623067.6243575, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 920, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:51:08.690", "epoch": 1783623068.6907408, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 918, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:51:09.684", "epoch": 1783623069.684833, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 919, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:51:10.906", "epoch": 1783623070.9060655, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 15% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 911, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:51:12.144", "epoch": 1783623072.1445467, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 14% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 910, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:51:13.214", "epoch": 1783623073.2143178, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 17% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 905, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:51:14.670", "epoch": 1783623074.6706753, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 19% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 896, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:51:15.690", "epoch": 1783623075.690833, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 10% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 907, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:51:16.910", "epoch": 1783623076.9107537, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 872, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:51:18.158", "epoch": 1783623078.1589422, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 853, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:51:19.179", "epoch": 1783623079.1798875, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 918, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:51:20.229", "epoch": 1783623080.2295911, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 922, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:51:22.284", "epoch": 1783623082.2845821, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 921, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:51:24.340", "epoch": 1783623084.3407075, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 877, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:51:27.046", "epoch": 1783623087.0465941, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 879, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:51:28.070", "epoch": 1783623088.0708747, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 878, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:51:29.530", "epoch": 1783623089.53009, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 870, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:51:30.549", "epoch": 1783623090.549822, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 898, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:51:31.577", "epoch": 1783623091.5770965, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 894, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:51:32.672", "epoch": 1783623092.6727116, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 898, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:51:34.436", "epoch": 1783623094.4365232, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 971, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:51:36.720", "epoch": 1783623096.7210133, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 921, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:51:37.751", "epoch": 1783623097.7510412, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 981, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:51:38.800", "epoch": 1783623098.800819, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 885, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:51:39.806", "epoch": 1783623099.8069937, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 857, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:51:40.869", "epoch": 1783623100.8690965, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 911, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:51:41.881", "epoch": 1783623101.8820102, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 904, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:51:48.049", "epoch": 1783623108.0495963, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 877, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:51:52.580", "epoch": 1783623112.5804372, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 885, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:51:53.658", "epoch": 1783623113.6588626, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 16% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 907, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:51:54.880", "epoch": 1783623114.8802106, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 908, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:51:55.953", "epoch": 1783623115.953527, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 924, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:51:57.350", "epoch": 1783623117.3502169, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 907, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:51:58.830", "epoch": 1783623118.8300636, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 940, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:52:00.013", "epoch": 1783623120.0139842, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 953, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:52:01.097", "epoch": 1783623121.0970826, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 975, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:52:02.491", "epoch": 1783623122.4911585, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 930, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:52:08.682", "epoch": 1783623128.6820343, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 864, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:52:14.870", "epoch": 1783623134.8703358, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 866, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:52:21.061", "epoch": 1783623141.0614178, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 892, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:52:27.249", "epoch": 1783623147.2495291, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 913, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:52:33.441", "epoch": 1783623153.4413233, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 882, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:52:38.618", "epoch": 1783623158.6188838, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 873, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:52:41.278", "epoch": 1783623161.2782714, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 904, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:52:44.398", "epoch": 1783623164.3984969, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 891, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:52:50.589", "epoch": 1783623170.5898845, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 940, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:52:56.778", "epoch": 1783623176.7785301, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 871, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:53:02.971", "epoch": 1783623182.9713974, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 883, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:53:09.160", "epoch": 1783623189.16087, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 881, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:53:14.124", "epoch": 1783623194.124737, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 951, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:53:20.309", "epoch": 1783623200.309142, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 877, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:53:21.539", "epoch": 1783623201.5391867, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 898, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:53:27.738", "epoch": 1783623207.7380228, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 880, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:53:33.951", "epoch": 1783623213.9515772, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 883, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:53:40.109", "epoch": 1783623220.1091726, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 920, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:53:46.313", "epoch": 1783623226.3135953, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 902, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:53:52.498", "epoch": 1783623232.498517, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 893, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:53:53.519", "epoch": 1783623233.519179, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 911, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:53:54.578", "epoch": 1783623234.57855, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 905, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:53:55.610", "epoch": 1783623235.6100442, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 910, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:53:56.639", "epoch": 1783623236.63973, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 912, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:53:57.650", "epoch": 1783623237.6507323, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 920, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:53:58.709", "epoch": 1783623238.7094815, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 43px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 909, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:53:59.718", "epoch": 1783623239.718353, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 902, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:00.770", "epoch": 1783623240.7703097, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 898, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:01.785", "epoch": 1783623241.7857203, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 96px right over 3s and apparent size shrank 11% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 903, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:03.237", "epoch": 1783623243.2378273, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 99px right over 3s and apparent size shrank 11% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 932, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:04.248", "epoch": 1783623244.248593, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 876, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:05.320", "epoch": 1783623245.3209968, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 889, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:54:06.322", "epoch": 1783623246.322939, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 887, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:54:07.397", "epoch": 1783623247.3980072, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 878, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:54:08.378", "epoch": 1783623248.3781624, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 912, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:54:09.603", "epoch": 1783623249.6035242, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 927, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:10.668", "epoch": 1783623250.668683, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 929, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:11.679", "epoch": 1783623251.6794086, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 925, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:12.750", "epoch": 1783623252.7505217, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 927, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:13.750", "epoch": 1783623253.7503128, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 890, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:14.800", "epoch": 1783623254.8008833, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 930, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:54:15.809", "epoch": 1783623255.8094113, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 923, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:54:16.869", "epoch": 1783623256.8692827, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 932, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:17.881", "epoch": 1783623257.881811, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 8% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 915, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:19.730", "epoch": 1783623259.7302704, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 864, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:20.759", "epoch": 1783623260.7590735, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 8% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 921, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:54:21.828", "epoch": 1783623261.8289597, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 892, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:54:22.830", "epoch": 1783623262.8302898, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 936, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:54:23.878", "epoch": 1783623263.8782444, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 933, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:24.892", "epoch": 1783623264.8925157, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 907, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:25.939", "epoch": 1783623265.9395406, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 887, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:54:27.160", "epoch": 1783623267.1607966, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 946, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:54:28.252", "epoch": 1783623268.2528594, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 891, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:54:29.250", "epoch": 1783623269.2504315, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 907, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:54:30.249", "epoch": 1783623270.2493627, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 942, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:54:31.469", "epoch": 1783623271.469123, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 929, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:32.751", "epoch": 1783623272.7513156, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 939, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:33.952", "epoch": 1783623273.9522567, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 957, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:35.651", "epoch": 1783623275.651432, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 915, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:36.670", "epoch": 1783623276.6704657, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 911, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:38.491", "epoch": 1783623278.491756, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 941, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:39.960", "epoch": 1783623279.960836, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 931, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:41.611", "epoch": 1783623281.6112115, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 962, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:43.031", "epoch": 1783623283.031841, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 910, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:44.100", "epoch": 1783623284.100788, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 893, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:45.111", "epoch": 1783623285.1115267, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 882, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:46.172", "epoch": 1783623286.1720898, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1035, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:47.613", "epoch": 1783623287.6132903, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 934, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:49.251", "epoch": 1783623289.2510705, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 913, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:50.460", "epoch": 1783623290.4604158, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 931, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:52.338", "epoch": 1783623292.338404, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 920, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:53.758", "epoch": 1783623293.7581558, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 882, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:55.229", "epoch": 1783623295.229285, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 899, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:56.882", "epoch": 1783623296.8828173, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 901, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:58.119", "epoch": 1783623298.1196811, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 899, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:54:59.768", "epoch": 1783623299.768144, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 897, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:55:01.000", "epoch": 1783623301.0003502, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 887, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:55:02.869", "epoch": 1783623302.8694642, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"sitting\" } ] } ```", "latency_ms": 1309, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:55:04.321", "epoch": 1783623304.321462, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 878, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:55:05.539", "epoch": 1783623305.5395405, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 870, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:55:06.779", "epoch": 1783623306.7795422, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 929, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:55:07.808", "epoch": 1783623307.8084517, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 925, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:55:09.486", "epoch": 1783623309.4868534, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 926, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:55:10.909", "epoch": 1783623310.9095092, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 886, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:55:12.331", "epoch": 1783623312.331118, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 888, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:55:13.569", "epoch": 1783623313.569809, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 892, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:55:15.447", "epoch": 1783623315.4472082, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 902, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:55:16.688", "epoch": 1783623316.6888232, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 931, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:55:17.708", "epoch": 1783623317.7083404, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 923, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:55:19.160", "epoch": 1783623319.1602266, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 911, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:55:20.400", "epoch": 1783623320.4008708, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 907, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:55:22.048", "epoch": 1783623322.0484324, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 914, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:55:23.300", "epoch": 1783623323.3007534, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 923, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:55:24.529", "epoch": 1783623324.5292504, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 917, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:55:25.769", "epoch": 1783623325.7697208, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 936, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:55:28.258", "epoch": 1783623328.2587771, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 895, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:55:29.270", "epoch": 1783623329.270462, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 915, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:55:30.330", "epoch": 1783623330.3301334, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 870, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:55:31.329", "epoch": 1783623331.3294544, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 868, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:55:32.390", "epoch": 1783623332.3901298, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 9% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 901, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:55:33.400", "epoch": 1783623333.4003913, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 14% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 902, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:55:34.449", "epoch": 1783623334.4494689, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 865, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:55:35.460", "epoch": 1783623335.460101, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 866, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:55:36.520", "epoch": 1783623336.520537, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 67px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 899, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:55:37.518", "epoch": 1783623337.518298, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 870, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:55:38.581", "epoch": 1783623338.5814977, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 55px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 904, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:55:39.588", "epoch": 1783623339.5885875, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 860, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:55:41.219", "epoch": 1783623341.2196026, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 915, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:55:42.291", "epoch": 1783623342.2913527, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 873, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:55:43.300", "epoch": 1783623343.3001053, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 849, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:55:44.536", "epoch": 1783623344.5368106, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 855, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:55:45.599", "epoch": 1783623345.5992966, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 10% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 904, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:55:47.228", "epoch": 1783623347.2289422, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 889, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:55:48.261", "epoch": 1783623348.2613509, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 868, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:55:49.308", "epoch": 1783623349.3085556, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 907, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:55:50.320", "epoch": 1783623350.3205016, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 863, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:55:51.383", "epoch": 1783623351.3835685, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 882, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:55:52.590", "epoch": 1783623352.5902164, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 906, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:55:53.622", "epoch": 1783623353.6228287, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 927, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:55:54.672", "epoch": 1783623354.672867, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 42px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 911, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:55:55.681", "epoch": 1783623355.6810925, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 871, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:55:56.898", "epoch": 1783623356.8980772, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 924, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:55:57.982", "epoch": 1783623357.9824753, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 887, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:55:58.986", "epoch": 1783623358.9863267, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 877, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:56:00.043", "epoch": 1783623360.0435264, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 873, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:56:01.051", "epoch": 1783623361.051378, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 853, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:56:02.104", "epoch": 1783623362.104244, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 943, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:56:03.110", "epoch": 1783623363.1106398, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 929, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:56:04.176", "epoch": 1783623364.1765049, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 957, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:56:06.211", "epoch": 1783623366.2117026, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 902, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:56:07.451", "epoch": 1783623367.4510968, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 924, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:56:08.482", "epoch": 1783623368.482917, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 911, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:56:10.518", "epoch": 1783623370.5184894, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 900, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:56:12.627", "epoch": 1783623372.6275089, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 903, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:56:16.939", "epoch": 1783623376.93972, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 892, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:56:18.179", "epoch": 1783623378.1793854, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 939, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:56:19.418", "epoch": 1783623379.4180446, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 870, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 18:56:20.453", "epoch": 1783623380.4537668, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 922, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:56:21.504", "epoch": 1783623381.5040486, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 938, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:56:22.516", "epoch": 1783623382.5164585, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 932, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:56:23.560", "epoch": 1783623383.560857, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 899, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:56:24.572", "epoch": 1783623384.5725951, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 866, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:56:27.031", "epoch": 1783623387.031393, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 893, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:56:28.124", "epoch": 1783623388.1241806, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 864, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:56:29.107", "epoch": 1783623389.1076846, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 866, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:56:30.169", "epoch": 1783623390.1698458, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 872, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:56:33.631", "epoch": 1783623393.631409, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 840, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:56:39.231", "epoch": 1783623399.23156, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 944, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:56:40.460", "epoch": 1783623400.460177, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 917, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:56:41.490", "epoch": 1783623401.4903386, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 912, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:56:42.550", "epoch": 1783623402.5506592, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 878, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:56:48.717", "epoch": 1783623408.7175531, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 852, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:56:54.907", "epoch": 1783623414.9075873, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 858, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:56:55.940", "epoch": 1783623415.9408286, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 908, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:56:56.987", "epoch": 1783623416.98794, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 859, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:56:59.448", "epoch": 1783623419.448784, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 870, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:57:00.479", "epoch": 1783623420.4799042, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 843, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:57:01.530", "epoch": 1783623421.530151, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 850, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:57:07.698", "epoch": 1783623427.6989412, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 835, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:57:11.831", "epoch": 1783623431.831244, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 913, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:57:12.865", "epoch": 1783623432.8656824, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 1040, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:57:14.108", "epoch": 1783623434.1089022, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 944, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:57:15.732", "epoch": 1783623435.7329624, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 974, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:57:16.802", "epoch": 1783623436.802688, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 966, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:57:17.812", "epoch": 1783623437.8123739, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 953, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 18:57:18.864", "epoch": 1783623438.864427, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 943, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:57:19.875", "epoch": 1783623439.8753867, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 912, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 18:57:20.932", "epoch": 1783623440.932035, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 876, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:14:25.954", "epoch": 1783624465.9548068, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 1s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 907, "applied_label": "sitting", "previous_label": null }, { "timestamp": "2026-07-09 19:14:26.954", "epoch": 1783624466.9540534, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 2s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 867, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:14:29.348", "epoch": 1783624469.3481913, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 905, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:14:30.590", "epoch": 1783624470.5900774, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 935, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:14:31.570", "epoch": 1783624471.5708838, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 914, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:14:37.737", "epoch": 1783624477.7377229, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 877, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:14:43.517", "epoch": 1783624483.5172977, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 861, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:14:45.170", "epoch": 1783624485.1700666, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 910, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:14:46.199", "epoch": 1783624486.199617, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 910, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:14:49.726", "epoch": 1783624489.7269692, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 896, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:14:53.609", "epoch": 1783624493.6098187, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 857, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:14:57.330", "epoch": 1783624497.3305883, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 908, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:15:03.539", "epoch": 1783624503.5398076, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 913, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:15:06.629", "epoch": 1783624506.6297011, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 888, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:15:07.661", "epoch": 1783624507.6612685, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 909, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:15:09.110", "epoch": 1783624509.1107104, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 874, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:15:12.193", "epoch": 1783624512.193031, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 874, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:15:13.658", "epoch": 1783624513.6585498, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 866, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:15:14.669", "epoch": 1783624514.6694512, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 853, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:15:16.120", "epoch": 1783624516.1200528, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 875, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:15:17.148", "epoch": 1783624517.1488643, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 882, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:15:18.201", "epoch": 1783624518.2014318, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 869, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:15:19.433", "epoch": 1783624519.4333982, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 905, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:15:20.449", "epoch": 1783624520.4499657, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 885, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:15:21.667", "epoch": 1783624521.6670446, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 850, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:15:23.138", "epoch": 1783624523.1380377, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 844, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:15:24.183", "epoch": 1783624524.1831186, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 895, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:15:30.340", "epoch": 1783624530.3400936, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 908, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:15:31.414", "epoch": 1783624531.4141035, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 960, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:15:33.234", "epoch": 1783624533.2350173, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 908, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:15:34.299", "epoch": 1783624534.2999501, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 893, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:15:39.428", "epoch": 1783624539.42894, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 934, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:15:40.650", "epoch": 1783624540.6501482, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 897, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:15:42.539", "epoch": 1783624542.5394025, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 892, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:15:43.571", "epoch": 1783624543.5716217, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 898, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:15:44.778", "epoch": 1783624544.7783015, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 867, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:15:46.849", "epoch": 1783624546.8495069, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 887, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:15:48.498", "epoch": 1783624548.4989686, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 897, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:15:49.572", "epoch": 1783624549.5721357, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 899, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:15:50.580", "epoch": 1783624550.580549, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 899, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:15:56.952", "epoch": 1783624556.9526298, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 1s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 898, "applied_label": null, "previous_label": null }, { "timestamp": "2026-07-09 19:15:58.019", "epoch": 1783624558.019174, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 2s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 882, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:15:59.156", "epoch": 1783624559.1567187, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 902, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:16:00.162", "epoch": 1783624560.1626875, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 899, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:16:01.380", "epoch": 1783624561.3803747, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 895, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:16:07.571", "epoch": 1783624567.571113, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 867, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:16:13.758", "epoch": 1783624573.7587428, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 867, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:16:15.002", "epoch": 1783624575.0023808, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 912, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:16:17.530", "epoch": 1783624577.5309777, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 923, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:16:22.687", "epoch": 1783624582.687369, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 886, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:16:24.078", "epoch": 1783624584.0781114, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 900, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:16:29.857", "epoch": 1783624589.8577874, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 869, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:16:31.088", "epoch": 1783624591.0887585, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 896, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:16:32.929", "epoch": 1783624592.929695, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 890, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:16:34.001", "epoch": 1783624594.0015385, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 863, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:16:35.014", "epoch": 1783624595.014351, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 902, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:16:36.061", "epoch": 1783624596.0612009, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "unclear", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"unclear\"}]} ```", "latency_ms": 899, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:16:37.469", "epoch": 1783624597.4697998, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 859, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:16:38.710", "epoch": 1783624598.7108068, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 901, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:16:39.780", "epoch": 1783624599.7809448, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 874, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:16:41.180", "epoch": 1783624601.1806383, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 902, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:16:42.160", "epoch": 1783624602.1600173, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 925, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:16:43.468", "epoch": 1783624603.4688468, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 908, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:16:44.577", "epoch": 1783624604.577661, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 881, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:16:45.749", "epoch": 1783624605.749518, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 854, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:16:46.802", "epoch": 1783624606.8024983, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 889, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:16:48.010", "epoch": 1783624608.0105007, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 905, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:16:49.041", "epoch": 1783624609.0411735, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 890, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:16:50.102", "epoch": 1783624610.1029348, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 892, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:16:51.116", "epoch": 1783624611.1163986, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 896, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:16:52.162", "epoch": 1783624612.1627283, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 71px left over 2s and apparent size shrank 33% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 865, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:16:53.172", "epoch": 1783624613.1729357, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 127px left over 3s and apparent size shrank 57% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 832, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:16:54.226", "epoch": 1783624614.226982, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 115px left over 3s and apparent size shrank 63% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json { \"persons\": [ { \"track_id\": 2, \"activity\": \"walking\" }, { \"track_id\": 1, \"activity\": \"sitting\" } ] } ```", "latency_ms": 2000, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:16:54.226", "epoch": 1783624614.226986, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json { \"persons\": [ { \"track_id\": 2, \"activity\": \"walking\" }, { \"track_id\": 1, \"activity\": \"sitting\" } ] } ```", "latency_ms": 2000, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:16:56.314", "epoch": 1783624616.3146741, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 116px right over 3s and apparent size grew 25% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 861, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:16:57.302", "epoch": 1783624617.3025825, "track_id": 2, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 207px right over 3s and apparent size grew 71% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 2, \"activity\": \"walking\"}]} ```", "latency_ms": 857, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:16:59.750", "epoch": 1783624619.7507381, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 926, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:17:01.398", "epoch": 1783624621.398671, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 912, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:17:05.356", "epoch": 1783624625.3567533, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 874, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:17:07.182", "epoch": 1783624627.1824374, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 941, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:17:08.420", "epoch": 1783624628.4206257, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 893, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:17:09.492", "epoch": 1783624629.492348, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 927, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:17:10.911", "epoch": 1783624630.911488, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 932, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:17:12.548", "epoch": 1783624632.548301, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 841, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:17:13.789", "epoch": 1783624633.7894177, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 903, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:17:14.861", "epoch": 1783624634.8614218, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 869, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:17:16.310", "epoch": 1783624636.3103344, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 915, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:17:17.342", "epoch": 1783624637.342473, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 877, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:17:19.151", "epoch": 1783624639.151548, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 920, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:17:20.224", "epoch": 1783624640.2242506, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 849, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:17:21.230", "epoch": 1783624641.2307594, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "unclear", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"unclear\"}]} ```", "latency_ms": 904, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:17:22.292", "epoch": 1783624642.292655, "track_id": 3, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 1s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 3, \"activity\": \"standing\"}]} ```", "latency_ms": 921, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:17:23.305", "epoch": 1783624643.3054934, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 9% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 959, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:17:24.352", "epoch": 1783624644.352365, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 64% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 913, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:17:25.363", "epoch": 1783624645.3639452, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 67% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 937, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:17:26.577", "epoch": 1783624646.5773387, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 871, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:17:27.651", "epoch": 1783624647.6516583, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 872, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:17:28.661", "epoch": 1783624648.6618006, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 860, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:17:30.116", "epoch": 1783624650.1160426, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 839, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:17:31.349", "epoch": 1783624651.3494627, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 894, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:17:32.381", "epoch": 1783624652.3817291, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 83% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 920, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:17:33.438", "epoch": 1783624653.4385986, "track_id": 4, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 74px left over 2s and apparent size shrank 42% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json { \"persons\": [ { \"track_id\": 4, \"activity\": \"walking\" }, { \"track_id\": 1, \"activity\": \"sitting\" } ] } ```", "latency_ms": 2016, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:17:33.438", "epoch": 1783624653.438603, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 80% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json { \"persons\": [ { \"track_id\": 4, \"activity\": \"walking\" }, { \"track_id\": 1, \"activity\": \"sitting\" } ] } ```", "latency_ms": 2016, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:17:35.515", "epoch": 1783624655.5157635, "track_id": 4, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 213px left over 3s and apparent size shrank 13% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json { \"persons\": [ { \"track_id\": 4, \"activity\": \"standing\" }, { \"track_id\": 1, \"activity\": \"sitting\" } ] } ```", "latency_ms": 1971, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:17:35.515", "epoch": 1783624655.5157676, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json { \"persons\": [ { \"track_id\": 4, \"activity\": \"standing\" }, { \"track_id\": 1, \"activity\": \"sitting\" } ] } ```", "latency_ms": 1971, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:17:37.584", "epoch": 1783624657.584442, "track_id": 4, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 14% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 4, \"activity\": \"standing\"}]} ```", "latency_ms": 865, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:17:38.572", "epoch": 1783624658.5721788, "track_id": 4, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 71px right over 3s and apparent size shrank 21% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 4, \"activity\": \"walking\"}]} ```", "latency_ms": 862, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:17:39.630", "epoch": 1783624659.6301975, "track_id": 4, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 88px right over 3s and apparent size shrank 41% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json { \"persons\": [ { \"track_id\": 4, \"activity\": \"walking\" }, { \"track_id\": 1, \"activity\": \"sitting\" } ] } ```", "latency_ms": 2079, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:17:39.630", "epoch": 1783624659.6302013, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json { \"persons\": [ { \"track_id\": 4, \"activity\": \"walking\" }, { \"track_id\": 1, \"activity\": \"sitting\" } ] } ```", "latency_ms": 2079, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:17:42.260", "epoch": 1783624662.2602155, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 872, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:17:43.348", "epoch": 1783624663.3480933, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 906, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:17:45.251", "epoch": 1783624665.2513697, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 902, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:17:46.221", "epoch": 1783624666.2217505, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 892, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:17:47.441", "epoch": 1783624667.4416995, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 907, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:17:48.864", "epoch": 1783624668.864542, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 939, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:17:49.945", "epoch": 1783624669.9454396, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 950, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:17:51.573", "epoch": 1783624671.5736854, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 936, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:17:52.723", "epoch": 1783624672.7237277, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 980, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:17:54.642", "epoch": 1783624674.6421072, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 896, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:17:55.775", "epoch": 1783624675.7752547, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 857, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:17:56.930", "epoch": 1783624676.9300692, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 893, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:17:59.183", "epoch": 1783624679.1838937, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 957, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:02.903", "epoch": 1783624682.903228, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 983, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:03.973", "epoch": 1783624683.9731915, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 919, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:04.982", "epoch": 1783624684.9825594, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 919, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:06.654", "epoch": 1783624686.654946, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 932, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:07.682", "epoch": 1783624687.6826286, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 927, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:08.900", "epoch": 1783624688.900681, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 891, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:10.139", "epoch": 1783624690.1396914, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 931, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:18:11.173", "epoch": 1783624691.1733541, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 922, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:12.221", "epoch": 1783624692.2214992, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 930, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:14.090", "epoch": 1783624694.0905533, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 987, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:15.511", "epoch": 1783624695.511868, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 992, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:16.536", "epoch": 1783624696.5368052, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1000, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:17.591", "epoch": 1783624697.5916932, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 948, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:19.220", "epoch": 1783624699.220594, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 950, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:20.687", "epoch": 1783624700.687029, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 985, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:22.333", "epoch": 1783624702.3337877, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 966, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:27.289", "epoch": 1783624707.2890713, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 962, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:28.403", "epoch": 1783624708.4032483, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 981, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:29.564", "epoch": 1783624709.5649824, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 981, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:30.960", "epoch": 1783624710.9607275, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 964, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:32.249", "epoch": 1783624712.2492406, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 983, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:33.657", "epoch": 1783624713.6577306, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 987, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:37.397", "epoch": 1783624717.3972626, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 946, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:41.350", "epoch": 1783624721.350487, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 946, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:43.979", "epoch": 1783624723.979899, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 896, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:45.397", "epoch": 1783624725.3979392, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 921, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:46.369", "epoch": 1783624726.3695583, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 940, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:47.493", "epoch": 1783624727.4931734, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 934, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:48.957", "epoch": 1783624728.9579656, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 935, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:50.358", "epoch": 1783624730.3580968, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 891, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:52.044", "epoch": 1783624732.044311, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 913, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:56.778", "epoch": 1783624736.7780812, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 869, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:57.810", "epoch": 1783624737.810475, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 925, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:18:58.871", "epoch": 1783624738.8718498, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 937, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:00.666", "epoch": 1783624740.6663833, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 869, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:01.906", "epoch": 1783624741.9067252, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 908, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:19:02.989", "epoch": 1783624742.9899542, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 867, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:04.387", "epoch": 1783624744.3872805, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 905, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:05.461", "epoch": 1783624745.4618092, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 874, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:06.471", "epoch": 1783624746.4710927, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 908, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:19:07.436", "epoch": 1783624747.4365854, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 912, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:09.808", "epoch": 1783624749.8082483, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 894, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:11.819", "epoch": 1783624751.8194356, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 895, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:19:12.896", "epoch": 1783624752.8968558, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 907, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:13.912", "epoch": 1783624753.9129264, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 879, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:14.952", "epoch": 1783624754.9529421, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 863, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:16.769", "epoch": 1783624756.7692904, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 886, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:17.842", "epoch": 1783624757.8426747, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 882, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:19.077", "epoch": 1783624759.0778632, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 869, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:20.123", "epoch": 1783624760.1232073, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 880, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:21.142", "epoch": 1783624761.1420884, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 845, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:22.358", "epoch": 1783624762.3590128, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 822, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:19:25.249", "epoch": 1783624765.249197, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 882, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:19:28.971", "epoch": 1783624768.9711087, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 959, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:35.166", "epoch": 1783624775.166641, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 924, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:36.194", "epoch": 1783624776.1944313, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 907, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:38.232", "epoch": 1783624778.2325377, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 931, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:39.304", "epoch": 1783624779.3049965, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 947, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:40.344", "epoch": 1783624780.3445048, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 967, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:41.381", "epoch": 1783624781.3818412, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 910, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:42.826", "epoch": 1783624782.8261936, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 927, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:43.843", "epoch": 1783624783.8434076, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 908, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:45.062", "epoch": 1783624785.0620344, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 898, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:19:46.093", "epoch": 1783624786.0931478, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 895, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:19:47.144", "epoch": 1783624787.144963, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 889, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:19:48.786", "epoch": 1783624788.7865672, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 893, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:49.802", "epoch": 1783624789.8023963, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 9% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 899, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:50.861", "epoch": 1783624790.8615954, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 875, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:51.873", "epoch": 1783624791.8738642, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 911, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:19:54.139", "epoch": 1783624794.1395907, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 909, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:55.171", "epoch": 1783624795.1711981, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 904, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:56.623", "epoch": 1783624796.6236856, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 895, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:58.450", "epoch": 1783624798.4508162, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 905, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:19:59.534", "epoch": 1783624799.534177, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 899, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:20:00.743", "epoch": 1783624800.743302, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 904, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:20:01.784", "epoch": 1783624801.784665, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 896, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:20:03.634", "epoch": 1783624803.6349843, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 942, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:20:05.284", "epoch": 1783624805.2846253, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 939, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:20:06.313", "epoch": 1783624806.313596, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 994, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:20:07.759", "epoch": 1783624807.7593873, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 928, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:20:08.791", "epoch": 1783624808.7918413, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 921, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:20:10.230", "epoch": 1783624810.230336, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 903, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:20:12.302", "epoch": 1783624812.3028867, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 885, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:20:14.549", "epoch": 1783624814.5498033, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 836, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:20:15.623", "epoch": 1783624815.623797, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 903, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:20:17.080", "epoch": 1783624817.0806391, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 927, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:20:18.492", "epoch": 1783624818.492314, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 929, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:20:20.550", "epoch": 1783624820.550685, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 915, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:20:23.846", "epoch": 1783624823.846868, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 905, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:20:26.381", "epoch": 1783624826.3812761, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 893, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:20:27.365", "epoch": 1783624827.3654723, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 894, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:20:30.050", "epoch": 1783624830.0503924, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 948, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:20:32.117", "epoch": 1783624832.1179175, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 926, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:20:33.565", "epoch": 1783624833.5656247, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 964, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:20:35.009", "epoch": 1783624835.009692, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 946, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:20:38.068", "epoch": 1783624838.0688558, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 894, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:20:39.718", "epoch": 1783624839.7188034, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 845, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:20:40.959", "epoch": 1783624840.9591768, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 848, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:20:43.658", "epoch": 1783624843.6580741, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 846, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:20:46.548", "epoch": 1783624846.5482767, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 861, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:20:47.793", "epoch": 1783624847.7938144, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 871, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:20:48.823", "epoch": 1783624848.8235397, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 874, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:20:51.089", "epoch": 1783624851.0898619, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 915, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:20:52.929", "epoch": 1783624852.9298759, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 931, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:20:54.003", "epoch": 1783624854.0034995, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 924, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:20:55.630", "epoch": 1783624855.6304483, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 929, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:20:57.705", "epoch": 1783624857.7058854, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 943, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:20:58.931", "epoch": 1783624858.9313555, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 928, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:21:00.360", "epoch": 1783624860.3602166, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 901, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:21:02.422", "epoch": 1783624862.4227064, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 901, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:21:03.494", "epoch": 1783624863.4944582, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 915, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:21:04.504", "epoch": 1783624864.5049155, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 954, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:21:05.573", "epoch": 1783624865.573385, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 893, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:21:07.434", "epoch": 1783624867.4342558, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 832, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:21:08.462", "epoch": 1783624868.4621186, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 895, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:21:09.461", "epoch": 1783624869.461653, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 901, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:21:15.033", "epoch": 1783624875.0336695, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 886, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:21:16.269", "epoch": 1783624876.2696218, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 908, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:21:24.595", "epoch": 1783624884.595289, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 1s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 886, "applied_label": "sitting", "previous_label": null }, { "timestamp": "2026-07-09 19:21:25.560", "epoch": 1783624885.5605867, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 1s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 902, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:21:26.837", "epoch": 1783624886.837426, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 904, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:21:27.843", "epoch": 1783624887.843766, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 903, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:21:28.884", "epoch": 1783624888.884725, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 912, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:21:35.017", "epoch": 1783624895.0170717, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 893, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:21:37.218", "epoch": 1783624897.2186778, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 910, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:21:38.477", "epoch": 1783624898.4775739, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 916, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:21:39.547", "epoch": 1783624899.5475848, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 898, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:21:41.175", "epoch": 1783624901.1754239, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 894, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:21:42.208", "epoch": 1783624902.208824, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 926, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:21:43.252", "epoch": 1783624903.2529159, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 936, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:21:45.065", "epoch": 1783624905.0656142, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 929, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:21:46.151", "epoch": 1783624906.1516936, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 885, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:21:47.366", "epoch": 1783624907.366707, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 936, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:21:48.394", "epoch": 1783624908.39436, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 897, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:21:50.664", "epoch": 1783624910.6642299, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 898, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:21:56.848", "epoch": 1783624916.8487685, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 880, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:22:01.978", "epoch": 1783624921.9784722, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 940, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:22:03.063", "epoch": 1783624923.0637436, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 931, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:22:09.229", "epoch": 1783624929.2296138, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 912, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:22:10.880", "epoch": 1783624930.8808005, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 903, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:22:11.911", "epoch": 1783624931.9115915, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 881, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:22:12.975", "epoch": 1783624932.9752088, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 924, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:22:13.975", "epoch": 1783624933.975435, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 929, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:22:15.035", "epoch": 1783624935.03538, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 921, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:22:21.202", "epoch": 1783624941.2023618, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 878, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:22:27.159", "epoch": 1783624947.1591008, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 872, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:22:28.233", "epoch": 1783624948.2335463, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 922, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:22:29.462", "epoch": 1783624949.4625638, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 875, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:22:30.480", "epoch": 1783624950.481013, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 915, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:22:31.544", "epoch": 1783624951.5441558, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 913, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:22:32.556", "epoch": 1783624952.5568411, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 904, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:22:35.413", "epoch": 1783624955.4137363, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 895, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:22:36.502", "epoch": 1783624956.5025585, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 907, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:22:37.504", "epoch": 1783624957.505003, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 915, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:22:38.556", "epoch": 1783624958.5565684, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 907, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:22:41.428", "epoch": 1783624961.4285576, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 909, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:22:47.617", "epoch": 1783624967.617929, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 890, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:22:53.809", "epoch": 1783624973.8090518, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 894, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:22:55.860", "epoch": 1783624975.8608537, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 935, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:22:56.893", "epoch": 1783624976.8936765, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 939, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:22:58.342", "epoch": 1783624978.342776, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 911, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:23:04.542", "epoch": 1783624984.5426939, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 916, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:23:10.731", "epoch": 1783624990.7310812, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 930, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:23:11.960", "epoch": 1783624991.960617, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "unclear", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"unclear\"}]} ```", "latency_ms": 911, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:23:12.994", "epoch": 1783624992.994466, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 897, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:23:14.440", "epoch": 1783624994.4406047, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 851, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:23:15.465", "epoch": 1783624995.4655964, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 895, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:23:16.521", "epoch": 1783624996.5220025, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 907, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:23:20.633", "epoch": 1783625000.633569, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 921, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:23:21.861", "epoch": 1783625001.8613386, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 934, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:23:23.518", "epoch": 1783625003.5184727, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 923, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:23:28.648", "epoch": 1783625008.6488867, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 909, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:23:29.735", "epoch": 1783625009.735981, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 892, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:23:30.733", "epoch": 1783625010.7337608, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 907, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:23:31.949", "epoch": 1783625011.9495046, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 913, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:23:33.035", "epoch": 1783625013.035723, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 921, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:23:34.838", "epoch": 1783625014.838937, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 921, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:23:35.934", "epoch": 1783625015.9345593, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 931, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:23:38.782", "epoch": 1783625018.7821207, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 907, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:23:44.752", "epoch": 1783625024.7523937, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 914, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:23:45.979", "epoch": 1783625025.9794269, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 893, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:23:47.871", "epoch": 1783625027.8713596, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 892, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:23:48.892", "epoch": 1783625028.8921595, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 913, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:23:55.067", "epoch": 1783625035.067566, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 895, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:23:56.299", "epoch": 1783625036.299621, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 932, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:23:57.961", "epoch": 1783625037.9610562, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 874, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:24:02.313", "epoch": 1783625042.3132977, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 875, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:24:05.201", "epoch": 1783625045.201686, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 915, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:24:11.392", "epoch": 1783625051.39246, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 869, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:24:12.631", "epoch": 1783625052.631378, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 921, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:24:13.661", "epoch": 1783625053.6617563, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 922, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:24:14.894", "epoch": 1783625054.8947148, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 72px right over 3s and apparent size shrank 17% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 925, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:24:15.965", "epoch": 1783625055.9652371, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 884, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:24:16.966", "epoch": 1783625056.9662018, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 41px left over 3s and apparent size grew 9% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 923, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:24:18.014", "epoch": 1783625058.0148585, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 93px left over 3s and apparent size grew 29% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 917, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:24:19.036", "epoch": 1783625059.0369182, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 10% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 919, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:24:20.097", "epoch": 1783625060.097786, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 919, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:24:24.195", "epoch": 1783625064.1951578, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 910, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:24:25.213", "epoch": 1783625065.214008, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 921, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:24:26.849", "epoch": 1783625066.8494732, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 919, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:24:30.141", "epoch": 1783625070.141812, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 903, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:24:31.378", "epoch": 1783625071.3786585, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 919, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:24:32.879", "epoch": 1783625072.8795226, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 887, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:24:36.334", "epoch": 1783625076.3343902, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 905, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:24:37.802", "epoch": 1783625077.802671, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 867, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:24:41.511", "epoch": 1783625081.511967, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 881, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:24:42.547", "epoch": 1783625082.5476923, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 889, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:24:43.605", "epoch": 1783625083.6058943, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 890, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:24:45.018", "epoch": 1783625085.0183506, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 18% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 892, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:24:46.085", "epoch": 1783625086.0857282, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 9% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 903, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:24:47.097", "epoch": 1783625087.097066, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 910, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:24:48.303", "epoch": 1783625088.3032162, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 893, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:24:49.385", "epoch": 1783625089.3857386, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 853, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:24:50.629", "epoch": 1783625090.6290843, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 859, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:24:52.253", "epoch": 1783625092.253195, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 855, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:24:53.671", "epoch": 1783625093.6716158, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 888, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:24:54.747", "epoch": 1783625094.747229, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 893, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:24:56.374", "epoch": 1783625096.3745828, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 915, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:24:57.418", "epoch": 1783625097.4180331, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 922, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:24:58.466", "epoch": 1783625098.466888, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 915, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:25:01.921", "epoch": 1783625101.9219577, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 887, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:25:03.799", "epoch": 1783625103.7997262, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 891, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:25:04.865", "epoch": 1783625104.8650684, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 900, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:25:06.282", "epoch": 1783625106.282795, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 910, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:25:08.938", "epoch": 1783625108.9382122, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 923, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:25:11.016", "epoch": 1783625111.0161116, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 950, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:25:12.882", "epoch": 1783625112.88219, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 974, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:25:14.298", "epoch": 1783625114.2981815, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 912, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:25:15.771", "epoch": 1783625115.7712803, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 909, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:25:16.803", "epoch": 1783625116.8035328, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 12% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 916, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:25:17.857", "epoch": 1783625117.8577187, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 16% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 913, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:25:18.873", "epoch": 1783625118.873087, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 21% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 922, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:25:19.927", "epoch": 1783625119.9271038, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 26% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 927, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:25:20.924", "epoch": 1783625120.9240756, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 30% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 912, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:25:22.139", "epoch": 1783625122.139272, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 882, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:25:23.224", "epoch": 1783625123.2247198, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 927, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:25:25.260", "epoch": 1783625125.260119, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 860, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:25:26.293", "epoch": 1783625126.2939801, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 911, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:25:30.631", "epoch": 1783625130.6316805, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 898, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:25:34.748", "epoch": 1783625134.748144, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 901, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:25:38.878", "epoch": 1783625138.878371, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 890, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:25:39.919", "epoch": 1783625139.9193633, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 51px right over 3s and apparent size shrank 10% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 889, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:25:40.964", "epoch": 1783625140.9646394, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 112px right over 3s and apparent size shrank 24% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 896, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:25:41.972", "epoch": 1783625141.972049, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 84px right over 3s and apparent size shrank 10% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 896, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:25:43.037", "epoch": 1783625143.0371873, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 74px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 859, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:25:44.042", "epoch": 1783625144.0426934, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 865, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:25:46.909", "epoch": 1783625146.9097567, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 859, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:25:48.968", "epoch": 1783625148.968986, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 861, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:25:55.157", "epoch": 1783625155.1576128, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 846, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:26:01.361", "epoch": 1783625161.3615053, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 928, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:26:07.538", "epoch": 1783625167.5383255, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 867, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:26:10.019", "epoch": 1783625170.0194306, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 832, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:26:11.094", "epoch": 1783625171.0944777, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 82px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 878, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:26:12.107", "epoch": 1783625172.1074038, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 14% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 874, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:26:13.155", "epoch": 1783625173.1550848, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 10% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 914, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:26:14.175", "epoch": 1783625174.1756816, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 11% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 925, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:26:16.441", "epoch": 1783625176.4411044, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 849, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:26:22.628", "epoch": 1783625182.6289268, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 880, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:26:25.928", "epoch": 1783625185.9290035, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 847, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:26:27.171", "epoch": 1783625187.1714997, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 904, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:26:28.194", "epoch": 1783625188.1945121, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 850, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:26:29.255", "epoch": 1783625189.2559423, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 906, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:26:30.468", "epoch": 1783625190.46895, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 903, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:26:31.902", "epoch": 1783625191.9026656, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 957, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:26:33.129", "epoch": 1783625193.1294193, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 880, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:26:34.210", "epoch": 1783625194.210471, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 936, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:26:35.420", "epoch": 1783625195.4206357, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 948, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:26:36.457", "epoch": 1783625196.457712, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 907, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:26:38.080", "epoch": 1783625198.0800302, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 899, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:26:39.960", "epoch": 1783625199.9605157, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 908, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:26:45.098", "epoch": 1783625205.0983522, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 897, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:26:46.175", "epoch": 1783625206.1753633, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 920, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:26:47.183", "epoch": 1783625207.183894, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 56px right over 3s and apparent size grew 21% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 891, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:26:48.234", "epoch": 1783625208.234947, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 878, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:26:49.448", "epoch": 1783625209.4487512, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 879, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:26:50.698", "epoch": 1783625210.698993, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 871, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:26:51.723", "epoch": 1783625211.7239778, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 884, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:26:52.773", "epoch": 1783625212.7735019, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 876, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:26:58.936", "epoch": 1783625218.9369934, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 874, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:27:04.904", "epoch": 1783625224.9040344, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 898, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:27:08.017", "epoch": 1783625228.0177643, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 837, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:27:13.390", "epoch": 1783625233.3908515, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 826, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:27:14.422", "epoch": 1783625234.4228482, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 866, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:27:16.277", "epoch": 1783625236.2776809, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 871, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:27:17.300", "epoch": 1783625237.300443, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 844, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:27:18.369", "epoch": 1783625238.3698566, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 860, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:27:19.391", "epoch": 1783625239.3917549, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 855, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:27:20.426", "epoch": 1783625240.4268923, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 857, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:27:21.434", "epoch": 1783625241.4341636, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 857, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:27:22.505", "epoch": 1783625242.505273, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 850, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:27:23.708", "epoch": 1783625243.7083817, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 851, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:27:24.745", "epoch": 1783625244.7451558, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 855, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:27:25.795", "epoch": 1783625245.7957883, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 864, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:27:26.810", "epoch": 1783625246.8108063, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 859, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:27:27.856", "epoch": 1783625247.8565266, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 862, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:27:29.480", "epoch": 1783625249.4809895, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 859, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:27:31.959", "epoch": 1783625251.9596303, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 888, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:27:33.201", "epoch": 1783625253.2015913, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 936, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:27:34.227", "epoch": 1783625254.227951, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 918, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:27:35.289", "epoch": 1783625255.2896087, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 919, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:27:37.319", "epoch": 1783625257.319817, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 887, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:27:38.353", "epoch": 1783625258.3536735, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 889, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:27:39.419", "epoch": 1783625259.4194858, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 896, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:27:41.053", "epoch": 1783625261.0531313, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 880, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:27:42.081", "epoch": 1783625262.08194, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 880, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:27:46.402", "epoch": 1783625266.4020321, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 912, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:27:47.434", "epoch": 1783625267.4341006, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 916, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:27:48.505", "epoch": 1783625268.5055244, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 879, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:27:50.540", "epoch": 1783625270.5407248, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 855, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:27:51.770", "epoch": 1783625271.7704122, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 853, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:27:52.804", "epoch": 1783625272.8044112, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 878, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:27:56.310", "epoch": 1783625276.3100874, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 920, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:28:00.033", "epoch": 1783625280.0332274, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 822, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:28:04.753", "epoch": 1783625284.753742, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 932, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:28:05.829", "epoch": 1783625285.8292277, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 944, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:28:07.218", "epoch": 1783625287.2187052, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 873, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:28:08.306", "epoch": 1783625288.3062687, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 863, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:28:10.121", "epoch": 1783625290.1214118, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"walking\" } ] } ```", "latency_ms": 1328, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:28:11.608", "epoch": 1783625291.6089125, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 855, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:28:12.615", "epoch": 1783625292.6158805, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 875, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:28:13.663", "epoch": 1783625293.6637394, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 870, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:28:19.830", "epoch": 1783625299.8309176, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 859, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:28:22.308", "epoch": 1783625302.3089857, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 889, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:28:23.345", "epoch": 1783625303.3459938, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 895, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:28:24.409", "epoch": 1783625304.4097023, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 921, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:28:25.407", "epoch": 1783625305.407188, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 847, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:28:26.647", "epoch": 1783625306.6471283, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 856, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:28:27.698", "epoch": 1783625307.698731, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 9% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 840, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:28:28.705", "epoch": 1783625308.7055314, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 832, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:28:29.765", "epoch": 1783625309.765842, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 867, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:28:31.161", "epoch": 1783625311.1611435, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 923, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:28:32.239", "epoch": 1783625312.2394605, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 938, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:28:33.245", "epoch": 1783625313.2453218, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 877, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:28:34.305", "epoch": 1783625314.3054168, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 869, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:28:35.304", "epoch": 1783625315.304325, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 871, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:28:36.367", "epoch": 1783625316.367513, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 879, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:28:37.389", "epoch": 1783625317.3894105, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 882, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:28:38.436", "epoch": 1783625318.4369285, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 8% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 873, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:28:39.434", "epoch": 1783625319.4346335, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 881, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:28:40.659", "epoch": 1783625320.6593177, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 874, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:28:41.729", "epoch": 1783625321.7299533, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 904, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:28:47.899", "epoch": 1783625327.8990889, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 840, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:28:51.611", "epoch": 1783625331.611441, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 890, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:28:52.648", "epoch": 1783625332.6484537, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"standing\" } ] } ```", "latency_ms": 1319, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:28:54.684", "epoch": 1783625334.684825, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 886, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:28:55.920", "epoch": 1783625335.920656, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 918, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:28:56.997", "epoch": 1783625336.9979162, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 898, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:29:00.879", "epoch": 1783625340.8793192, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 879, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:29:01.954", "epoch": 1783625341.9548717, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 8% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 860, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:29:03.178", "epoch": 1783625343.1787155, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 9% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 848, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:29:05.228", "epoch": 1783625345.2286174, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 841, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:29:06.265", "epoch": 1783625346.26534, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 843, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:29:07.316", "epoch": 1783625347.316447, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 857, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:29:13.480", "epoch": 1783625353.480805, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 889, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:29:19.671", "epoch": 1783625359.6718216, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 910, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:29:25.860", "epoch": 1783625365.860853, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 859, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:29:28.522", "epoch": 1783625368.5224063, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 883, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:29:29.606", "epoch": 1783625369.6064324, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 877, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:29:30.614", "epoch": 1783625370.6141012, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 842, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:29:31.665", "epoch": 1783625371.6655898, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 91px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 851, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:29:32.673", "epoch": 1783625372.6730146, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 142px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 845, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:29:33.724", "epoch": 1783625373.7250073, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 129px right over 3s and apparent size shrank 17% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 852, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:29:34.744", "epoch": 1783625374.7443538, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 83px right over 3s and apparent size shrank 26% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 846, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:29:35.799", "epoch": 1783625375.7991214, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 26% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 911, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:29:36.806", "epoch": 1783625376.8061829, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 19% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 869, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:29:37.893", "epoch": 1783625377.8935332, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 22% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 851, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:29:38.868", "epoch": 1783625378.8681548, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 10% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 840, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:29:39.927", "epoch": 1783625379.9279585, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 877, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:29:40.944", "epoch": 1783625380.9448824, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 21% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 848, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:29:41.988", "epoch": 1783625381.988148, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 29% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 918, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:29:42.991", "epoch": 1783625382.991582, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 22% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 872, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:29:44.045", "epoch": 1783625384.045261, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 23% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 878, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:29:45.055", "epoch": 1783625385.0552332, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 913, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:29:46.113", "epoch": 1783625386.1138036, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 864, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:29:47.146", "epoch": 1783625387.1463234, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 10% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 853, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:29:48.191", "epoch": 1783625388.1911366, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 821, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:29:49.184", "epoch": 1783625389.1848955, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 15% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 848, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:29:50.236", "epoch": 1783625390.2364507, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 18% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 831, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:29:51.244", "epoch": 1783625391.2443693, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 46px left over 3s and apparent size shrank 16% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 855, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:29:52.316", "epoch": 1783625392.3164854, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 19% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 1590, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:29:53.958", "epoch": 1783625393.9582655, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 851, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:29:54.954", "epoch": 1783625394.954411, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 18% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 855, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:29:56.015", "epoch": 1783625396.0156014, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 10% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 852, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:29:57.024", "epoch": 1783625397.024963, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 863, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:29:58.077", "epoch": 1783625398.0775857, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 918, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:29:59.084", "epoch": 1783625399.0843115, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 910, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:30:00.145", "epoch": 1783625400.1457746, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 10% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 879, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:30:01.154", "epoch": 1783625401.1543198, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 9% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 866, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:30:02.215", "epoch": 1783625402.2157428, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 9% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"standing\" } ] } ```", "latency_ms": 1259, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:30:03.626", "epoch": 1783625403.6263125, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 14% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 851, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:30:04.695", "epoch": 1783625404.6950653, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 861, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:30:05.688", "epoch": 1783625405.688621, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 850, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:30:06.747", "epoch": 1783625406.7476645, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 854, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:30:07.760", "epoch": 1783625407.7605343, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 854, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:30:08.806", "epoch": 1783625408.8063862, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 53px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 862, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:30:09.814", "epoch": 1783625409.8148777, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 12% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 835, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:30:10.876", "epoch": 1783625410.8765602, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 829, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:30:11.888", "epoch": 1783625411.8880653, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 852, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:30:12.951", "epoch": 1783625412.9514658, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 856, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:30:13.946", "epoch": 1783625413.9463005, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 50px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"standing\" } ] } ```", "latency_ms": 1273, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:30:15.419", "epoch": 1783625415.4195797, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 57px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"standing\" } ] } ```", "latency_ms": 1340, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:30:16.842", "epoch": 1783625416.8428152, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 909, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:30:17.887", "epoch": 1783625417.8871171, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"walking\" } ] } ```", "latency_ms": 1317, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:30:19.318", "epoch": 1783625419.318242, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 857, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:30:20.372", "epoch": 1783625420.372222, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 854, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:30:21.374", "epoch": 1783625421.3750138, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 875, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:30:22.427", "epoch": 1783625422.4277115, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 896, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:30:24.053", "epoch": 1783625424.0536182, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 892, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:30:25.088", "epoch": 1783625425.0888128, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 860, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:30:26.162", "epoch": 1783625426.1626654, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 8% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 855, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:30:27.160", "epoch": 1783625427.1605737, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 935, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:30:28.208", "epoch": 1783625428.2088978, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 933, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:30:29.221", "epoch": 1783625429.2214546, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 903, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:30:30.659", "epoch": 1783625430.6596823, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 901, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:30:32.081", "epoch": 1783625432.081546, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 917, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:30:33.159", "epoch": 1783625433.1598423, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 896, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:30:34.168", "epoch": 1783625434.1689758, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 864, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:30:35.229", "epoch": 1783625435.2292168, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 848, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:30:36.225", "epoch": 1783625436.2253525, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 848, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:30:37.300", "epoch": 1783625437.3000672, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 15% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 844, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:30:38.915", "epoch": 1783625438.9159749, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 846, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:30:39.949", "epoch": 1783625439.949998, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 865, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:30:41.005", "epoch": 1783625441.005985, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 915, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:30:42.007", "epoch": 1783625442.0079458, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 912, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:30:43.221", "epoch": 1783625443.2212563, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 874, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:30:44.307", "epoch": 1783625444.3075502, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 15% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 860, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:30:45.307", "epoch": 1783625445.3074484, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 15% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 894, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:30:46.370", "epoch": 1783625446.3706126, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 909, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:30:47.410", "epoch": 1783625447.4109998, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 872, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:30:48.429", "epoch": 1783625448.429488, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 834, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:30:50.468", "epoch": 1783625450.468468, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 858, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:30:51.701", "epoch": 1783625451.7017457, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 906, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:30:52.738", "epoch": 1783625452.738497, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 919, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:30:54.590", "epoch": 1783625454.5903084, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 861, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:30:56.240", "epoch": 1783625456.240815, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 872, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:30:57.480", "epoch": 1783625457.4808521, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 837, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:30:59.133", "epoch": 1783625459.133641, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 844, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:31:05.316", "epoch": 1783625465.3163946, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 863, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:31:10.282", "epoch": 1783625470.282885, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 851, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:31:16.457", "epoch": 1783625476.4578297, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 828, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:31:19.359", "epoch": 1783625479.3591228, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 828, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:31:20.382", "epoch": 1783625480.3822422, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 850, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:31:21.448", "epoch": 1783625481.4482021, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 845, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:31:25.541", "epoch": 1783625485.5417202, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 865, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:31:31.738", "epoch": 1783625491.738859, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 841, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:31:37.928", "epoch": 1783625497.9287405, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 869, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:31:43.057", "epoch": 1783625503.057457, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 866, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:31:44.146", "epoch": 1783625504.1464176, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 868, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:31:45.359", "epoch": 1783625505.3596015, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 868, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:31:51.548", "epoch": 1783625511.548848, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 850, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:31:56.267", "epoch": 1783625516.2677522, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 817, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:31:57.116", "epoch": 1783625517.1164854, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 838, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:31:58.176", "epoch": 1783625518.1764011, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 78px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 833, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:31:59.185", "epoch": 1783625519.1853292, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 141px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 850, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:32:00.236", "epoch": 1783625520.236657, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 137px left over 3s and apparent size grew 9% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 889, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:32:01.627", "epoch": 1783625521.6277745, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 89px left over 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 882, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:32:02.736", "epoch": 1783625522.736155, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 895, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:32:04.108", "epoch": 1783625524.1081877, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 878, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:32:09.058", "epoch": 1783625529.0581877, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 902, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:32:15.258", "epoch": 1783625535.2580981, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 919, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:32:21.471", "epoch": 1783625541.4717827, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 962, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:32:27.626", "epoch": 1783625547.6265666, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 873, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:32:31.165", "epoch": 1783625551.1659765, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 844, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:32:34.053", "epoch": 1783625554.053867, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 879, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:32:40.240", "epoch": 1783625560.240216, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 884, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:32:43.727", "epoch": 1783625563.7279184, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 883, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:32:49.919", "epoch": 1783625569.9200022, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 923, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:32:52.212", "epoch": 1783625572.2122831, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 893, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:32:54.286", "epoch": 1783625574.2865763, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 902, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:32:55.927", "epoch": 1783625575.9273381, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 852, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:32:57.986", "epoch": 1783625577.9866319, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 869, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:33:04.191", "epoch": 1783625584.1918585, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 880, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:33:08.488", "epoch": 1783625588.4889255, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 907, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:33:09.578", "epoch": 1783625589.579005, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 905, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:33:10.577", "epoch": 1783625590.5776405, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 10% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 943, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:33:11.639", "epoch": 1783625591.6399705, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 20% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 956, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:33:12.651", "epoch": 1783625592.65116, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 11% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 946, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:33:13.722", "epoch": 1783625593.7229872, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 886, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:33:14.710", "epoch": 1783625594.710041, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 45px left over 3s and apparent size grew 14% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 881, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:33:15.756", "epoch": 1783625595.7562234, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 65px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 850, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:33:17.798", "epoch": 1783625597.7984812, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 859, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:33:18.837", "epoch": 1783625598.837129, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 866, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:33:19.899", "epoch": 1783625599.8993912, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 867, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:33:20.895", "epoch": 1783625600.895885, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 875, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:33:21.957", "epoch": 1783625601.9574115, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 117px right over 3s and apparent size shrank 12% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 883, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:33:22.955", "epoch": 1783625602.9554853, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 129px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 828, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:33:24.015", "epoch": 1783625604.015531, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 201px right over 3s and apparent size grew 17% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 852, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:33:25.026", "epoch": 1783625605.0264976, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 118px right over 2s and apparent size grew 18% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 838, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:36:36.496", "epoch": 1783625796.4969094, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 1s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 887, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:36:37.568", "epoch": 1783625797.5686824, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 215px left over 2s and apparent size shrank 25% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 900, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:36:38.577", "epoch": 1783625798.5775485, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 295px left over 3s and apparent size shrank 46% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 914, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:36:39.652", "epoch": 1783625799.6523707, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 288px left over 3s and apparent size shrank 45% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 922, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:36:40.647", "epoch": 1783625800.6472409, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 183px left over 3s and apparent size shrank 35% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 914, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:36:41.700", "epoch": 1783625801.7003474, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 116px left over 3s and apparent size shrank 13% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 877, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:36:43.933", "epoch": 1783625803.9340007, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 865, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:36:44.999", "epoch": 1783625804.9990551, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 59px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 899, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:36:46.627", "epoch": 1783625806.6279476, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 935, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:36:48.270", "epoch": 1783625808.270109, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 928, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:36:49.308", "epoch": 1783625809.3082187, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 929, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:36:50.371", "epoch": 1783625810.3718238, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 866, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:36:51.376", "epoch": 1783625811.376112, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 935, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:36:52.578", "epoch": 1783625812.579013, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 9% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 954, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:36:53.671", "epoch": 1783625813.671522, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 962, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:36:54.680", "epoch": 1783625814.6805594, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 910, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:36:55.732", "epoch": 1783625815.7320628, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 981, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:36:57.554", "epoch": 1783625817.5542219, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 941, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:36:58.628", "epoch": 1783625818.6281915, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 932, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:37:00.245", "epoch": 1783625820.2455752, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 13% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 964, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:37:01.277", "epoch": 1783625821.2772179, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 1008, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:37:02.341", "epoch": 1783625822.3412938, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 996, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:37:03.371", "epoch": 1783625823.3719432, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 938, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:37:04.396", "epoch": 1783625824.3963947, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 886, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:37:05.409", "epoch": 1783625825.4092717, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 949, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:37:06.458", "epoch": 1783625826.4583163, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 61px right over 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"standing\" } ] } ```", "latency_ms": 1341, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:37:07.879", "epoch": 1783625827.8794718, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 47px right over 3s and apparent size grew 15% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 937, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:37:08.938", "epoch": 1783625828.9386952, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 69px right over 3s and apparent size grew 12% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 935, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:37:09.946", "epoch": 1783625829.9469802, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 944, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:37:11.173", "epoch": 1783625831.1737862, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 41px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 918, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:37:12.236", "epoch": 1783625832.2361374, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 957, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:37:13.260", "epoch": 1783625833.2609675, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 955, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:37:14.691", "epoch": 1783625834.6914556, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 952, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:37:15.721", "epoch": 1783625835.7212136, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 968, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:37:16.779", "epoch": 1783625836.779691, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 946, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:37:17.989", "epoch": 1783625837.9895823, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 950, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:37:19.030", "epoch": 1783625839.0310209, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 953, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:37:20.084", "epoch": 1783625840.0840359, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 79px left over 3s and apparent size shrank 17% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 909, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:37:21.291", "epoch": 1783625841.2914379, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 108px left over 3s and apparent size shrank 10% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 947, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:37:22.946", "epoch": 1783625842.9466362, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 962, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:37:23.996", "epoch": 1783625843.996963, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 961, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:37:25.033", "epoch": 1783625845.0333734, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 977, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:37:26.275", "epoch": 1783625846.2757466, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving UPWARD (standing up). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 923, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:37:27.280", "epoch": 1783625847.2809932, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 69px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 933, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:37:28.339", "epoch": 1783625848.3392777, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 66px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 920, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:37:29.348", "epoch": 1783625849.3487663, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 61px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 971, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:37:30.400", "epoch": 1783625850.4006019, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 74px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 949, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:37:31.410", "epoch": 1783625851.4106698, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 60px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 938, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:37:32.462", "epoch": 1783625852.4620364, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 953, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:37:34.082", "epoch": 1783625854.0825505, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 989, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:37:35.122", "epoch": 1783625855.122751, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 905, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:37:36.180", "epoch": 1783625856.1805177, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 968, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:37:37.191", "epoch": 1783625857.1914024, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 921, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:37:38.241", "epoch": 1783625858.2419748, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 13% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 935, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:37:39.249", "epoch": 1783625859.2498453, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 70px right over 3s and apparent size shrank 27% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 942, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:37:40.299", "epoch": 1783625860.2996976, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 56px right over 3s and apparent size shrank 28% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 954, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:37:41.308", "epoch": 1783625861.308462, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 42px right over 3s and apparent size shrank 29% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 891, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:37:42.369", "epoch": 1783625862.3698025, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 26% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 926, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:37:45.407", "epoch": 1783625865.407612, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 2s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"standing\" } ] } ```", "latency_ms": 1348, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:37:56.970", "epoch": 1783625876.9705124, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 1s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 940, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:37:58.051", "epoch": 1783625878.0514853, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 50px left over 2s and apparent size grew 44% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 955, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:37:59.063", "epoch": 1783625879.063637, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 42px left over 3s and apparent size grew 63% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 943, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:38:00.124", "epoch": 1783625880.1245625, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 59% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 877, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:38:01.117", "epoch": 1783625881.1172564, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 979, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:38:02.191", "epoch": 1783625882.1917584, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 65% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 941, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:38:03.188", "epoch": 1783625883.188389, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 38% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"walking\" } ] } ```", "latency_ms": 1365, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:38:04.660", "epoch": 1783625884.6601448, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 71px right over 3s and apparent size grew 11% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 887, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:38:05.659", "epoch": 1783625885.6590612, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 64px right over 3s and apparent size shrank 19% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 934, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:38:06.719", "epoch": 1783625886.7193317, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 45px right over 3s and apparent size shrank 37% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 940, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:38:07.727", "epoch": 1783625887.7272732, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 45px right over 3s and apparent size shrank 34% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 976, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:38:08.780", "epoch": 1783625888.7806756, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 33% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 943, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:38:09.788", "epoch": 1783625889.7882993, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 58px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 941, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:38:10.841", "epoch": 1783625890.8413332, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 55px left over 3s and apparent size grew 10% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 991, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:38:12.081", "epoch": 1783625892.0817904, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 52% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 959, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:38:13.101", "epoch": 1783625893.1011863, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 20% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 888, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:38:14.151", "epoch": 1783625894.1512015, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 46px right over 3s and apparent size grew 12% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 960, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:38:16.362", "epoch": 1783625896.362444, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 969, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:38:17.622", "epoch": 1783625897.622387, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 907, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:38:18.689", "epoch": 1783625898.689781, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 921, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:38:19.692", "epoch": 1783625899.6923013, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 933, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:38:20.751", "epoch": 1783625900.7513049, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 944, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:38:21.963", "epoch": 1783625901.963059, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 960, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:38:22.987", "epoch": 1783625902.9871864, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 937, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:38:24.048", "epoch": 1783625904.0485556, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 77px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 920, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:38:25.059", "epoch": 1783625905.0599706, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 147px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 938, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:38:26.109", "epoch": 1783625906.1098573, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 144px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 976, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:38:27.119", "epoch": 1783625907.1198468, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 113px left over 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 967, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:38:28.193", "epoch": 1783625908.1938353, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1012, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:38:29.412", "epoch": 1783625909.4125292, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 983, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:38:33.112", "epoch": 1783625913.1122844, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1017, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:38:34.373", "epoch": 1783625914.3739216, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 961, "applied_label": "standing", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:38:35.379", "epoch": 1783625915.3792863, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 8% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 987, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:38:36.428", "epoch": 1783625916.4286377, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 12% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 979, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:38:37.442", "epoch": 1783625917.4420354, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 922, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:38:38.501", "epoch": 1783625918.5013802, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 988, "applied_label": "sitting", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:38:40.307", "epoch": 1783625920.307505, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 950, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:38:41.381", "epoch": 1783625921.3814828, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 937, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:38:42.590", "epoch": 1783625922.5905275, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 988, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:38:43.831", "epoch": 1783625923.8312316, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 963, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:38:44.880", "epoch": 1783625924.880207, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1022, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:38:46.131", "epoch": 1783625926.1315255, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1034, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:38:47.731", "epoch": 1783625927.7312248, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 969, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:38:49.192", "epoch": 1783625929.19258, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 933, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:38:51.681", "epoch": 1783625931.6815474, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1010, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:55:04.020", "epoch": 1783626904.020545, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 1s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1023, "applied_label": null, "previous_label": null }, { "timestamp": "2026-07-09 19:55:05.173", "epoch": 1783626905.1732733, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 1s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 983, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:55:06.350", "epoch": 1783626906.3505838, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 9% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 1001, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:55:07.597", "epoch": 1783626907.5973008, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 975, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:55:08.831", "epoch": 1783626908.8312435, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 977, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:55:09.852", "epoch": 1783626909.8526344, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 938, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:55:11.054", "epoch": 1783626911.0540187, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 901, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:55:12.134", "epoch": 1783626912.134944, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 8% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 911, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:55:13.141", "epoch": 1783626913.141241, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 13% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 917, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:55:14.194", "epoch": 1783626914.1949656, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 17% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 924, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:55:15.216", "epoch": 1783626915.2162917, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 10% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 905, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:55:16.266", "epoch": 1783626916.2661457, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 898, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:55:17.268", "epoch": 1783626917.268824, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 12% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 901, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:55:19.126", "epoch": 1783626919.1268864, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 957, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:55:20.157", "epoch": 1783626920.1575408, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 999, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:55:21.231", "epoch": 1783626921.2310994, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 963, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:55:27.377", "epoch": 1783626927.377367, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 975, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:55:28.417", "epoch": 1783626928.4175212, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 946, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:55:29.464", "epoch": 1783626929.4646678, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 89px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 975, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:55:30.475", "epoch": 1783626930.4758554, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 92px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 966, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:55:32.321", "epoch": 1783626932.321996, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 946, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:55:33.365", "epoch": 1783626933.3658726, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 978, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:55:34.437", "epoch": 1783626934.4374807, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 968, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:55:36.044", "epoch": 1783626936.0449946, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 969, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:55:37.085", "epoch": 1783626937.0856085, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 957, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:55:38.148", "epoch": 1783626938.1486402, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 940, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:55:39.142", "epoch": 1783626939.142876, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 941, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:55:40.191", "epoch": 1783626940.1917095, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 908, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:55:41.199", "epoch": 1783626941.1994011, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 922, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:55:42.279", "epoch": 1783626942.2791348, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 105px right over 3s and apparent size grew 15% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 898, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:55:43.272", "epoch": 1783626943.272063, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 82px right over 3s and apparent size shrank 16% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 881, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:55:44.325", "epoch": 1783626944.3254344, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 110px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 963, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:55:45.332", "epoch": 1783626945.3320503, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 936, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:55:46.385", "epoch": 1783626946.385964, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 981, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:55:47.628", "epoch": 1783626947.6281867, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 10% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 972, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:55:48.635", "epoch": 1783626948.6354136, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 10% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 984, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:55:49.693", "epoch": 1783626949.693999, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 11% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 988, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:55:51.113", "epoch": 1783626951.1137984, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 921, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:55:52.163", "epoch": 1783626952.163035, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person's body is moving DOWNWARD (lowering to sit). This is a posture change, NOT walking. Classify posture from the images.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 947, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:55:53.181", "epoch": 1783626953.1814623, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 30% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 906, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:55:54.232", "epoch": 1783626954.232056, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 40% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 990, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:55:55.464", "epoch": 1783626955.4641502, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 44% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 976, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:55:56.476", "epoch": 1783626956.476022, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 9% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 969, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:55:57.530", "epoch": 1783626957.530576, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 12% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 925, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:55:58.583", "epoch": 1783626958.5839, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 38% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 911, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:55:59.597", "epoch": 1783626959.5975294, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 32% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 961, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:00.631", "epoch": 1783626960.6314483, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 27% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 946, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:01.654", "epoch": 1783626961.654667, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 19% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 988, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:56:02.896", "epoch": 1783626962.8969746, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 953, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:03.908", "epoch": 1783626963.9085503, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 932, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:56:04.981", "epoch": 1783626964.9817593, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 959, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:06.192", "epoch": 1783626966.1922827, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 11% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 983, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:07.434", "epoch": 1783626967.4342628, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 960, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:08.448", "epoch": 1783626968.4484935, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 8% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 917, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:09.510", "epoch": 1783626969.5106714, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 15% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 926, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:10.510", "epoch": 1783626970.5101185, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 9% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 892, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:11.560", "epoch": 1783626971.560086, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 14% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 924, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:12.577", "epoch": 1783626972.5778642, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 10% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 966, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:13.641", "epoch": 1783626973.6416016, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"walking\" } ] } ```", "latency_ms": 1379, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:15.273", "epoch": 1783626975.2737582, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 889, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:16.285", "epoch": 1783626976.2854414, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 884, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:18.133", "epoch": 1783626978.133113, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 898, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:19.177", "epoch": 1783626979.1771655, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 906, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:20.236", "epoch": 1783626980.2367136, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 906, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:21.238", "epoch": 1783626981.238465, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 10% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"standing\" } ] } ```", "latency_ms": 1275, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:56:22.699", "epoch": 1783626982.699387, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 65px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 872, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:23.910", "epoch": 1783626983.910799, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 914, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:24.951", "epoch": 1783626984.9511085, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 43px left over 3s and apparent size shrank 17% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 853, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:25.996", "epoch": 1783626985.9969063, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 64px left over 3s and apparent size shrank 11% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 872, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:56:27.011", "epoch": 1783626987.0114298, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 158px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 840, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:28.076", "epoch": 1783626988.0769706, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 14% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 850, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:29.067", "epoch": 1783626989.0672963, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 55px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 907, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:56:30.138", "epoch": 1783626990.138489, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 48px right over 3s and apparent size shrank 18% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 906, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:31.139", "epoch": 1783626991.1391344, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 113px left over 3s and apparent size shrank 33% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 872, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:56:32.187", "epoch": 1783626992.1872385, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 869, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:33.199", "epoch": 1783626993.1999397, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 131px right over 3s and apparent size grew 38% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 876, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:56:34.259", "epoch": 1783626994.2598095, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 275px right over 3s and apparent size grew 87% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 843, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:35.260", "epoch": 1783626995.2600412, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 292px right over 3s and apparent size grew 52% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 856, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:56:36.321", "epoch": 1783626996.321509, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 250px right over 3s and apparent size grew 15% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 875, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:37.332", "epoch": 1783626997.3321612, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 191px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 896, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:38.381", "epoch": 1783626998.3815022, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 841, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:56:39.388", "epoch": 1783626999.3883634, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 52px left over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 841, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:40.449", "epoch": 1783627000.4493682, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 158px left over 3s and apparent size shrank 19% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 854, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:41.460", "epoch": 1783627001.460029, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 80px left over 2s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 856, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:42.514", "epoch": 1783627002.514996, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 123px left over 2s and apparent size grew 13% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 848, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:43.519", "epoch": 1783627003.5192604, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 16% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 876, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:44.567", "epoch": 1783627004.5680008, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 41px right over 3s and apparent size grew 13% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"standing\" } ] } ```", "latency_ms": 1243, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:45.999", "epoch": 1783627005.9991786, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 109px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"walking\" } ] } ```", "latency_ms": 1260, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:47.461", "epoch": 1783627007.461746, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 117px left over 3s and apparent size shrank 40% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 854, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:48.473", "epoch": 1783627008.4730341, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 206px left over 3s and apparent size shrank 47% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 887, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:56:49.538", "epoch": 1783627009.5383983, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 141px left over 3s and apparent size shrank 41% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 855, "applied_label": "walking", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:56:50.918", "epoch": 1783627010.9183266, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 56px left over 3s and apparent size shrank 15% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 858, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:51.998", "epoch": 1783627011.9981382, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 875, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:56:53.010", "epoch": 1783627013.0107524, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 47px right over 3s and apparent size shrank 12% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 875, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:54.071", "epoch": 1783627014.071307, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 56px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 838, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:56:55.069", "epoch": 1783627015.0699973, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 63px right over 3s and apparent size grew 15% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 862, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:56:56.132", "epoch": 1783627016.1325998, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 47px left over 3s and apparent size grew 47% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 914, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:56:57.140", "epoch": 1783627017.1405787, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 35% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 851, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:58.190", "epoch": 1783627018.1904924, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 34% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 826, "applied_label": "standing", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:56:59.264", "epoch": 1783627019.2641134, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 61px right over 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 881, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:57:00.265", "epoch": 1783627020.2651093, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 19% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"walking\" } ] } ```", "latency_ms": 1312, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:57:01.678", "epoch": 1783627021.6787734, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 174px left over 3s and apparent size shrank 25% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json { \"persons\": [ { \"track_id\": 1, \"activity\": \"standing\" } ] } ```", "latency_ms": 1325, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:57:03.171", "epoch": 1783627023.1715465, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 208px left over 3s and apparent size shrank 11% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "standing", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"standing\"}]} ```", "latency_ms": 900, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:57:04.151", "epoch": 1783627024.1511416, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person moved 177px left over 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 874, "applied_label": "standing", "previous_label": "standing" }, { "timestamp": "2026-07-09 19:57:05.215", "epoch": 1783627025.2158117, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "unclear", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"unclear\"}]} ```", "latency_ms": 882, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:57:06.221", "epoch": 1783627026.2211127, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 963, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:57:07.272", "epoch": 1783627027.272656, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "unclear", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"unclear\"}]} ```", "latency_ms": 916, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:57:08.277", "epoch": 1783627028.2774947, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 883, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:57:09.345", "epoch": 1783627029.345585, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "unclear", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"unclear\"}]} ```", "latency_ms": 919, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:57:10.958", "epoch": 1783627030.9583285, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "unclear", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"unclear\"}]} ```", "latency_ms": 896, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:57:11.986", "epoch": 1783627031.9865959, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 895, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:57:14.264", "epoch": 1783627034.2642915, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "unclear", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"unclear\"}]} ```", "latency_ms": 984, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:57:15.498", "epoch": 1783627035.4983287, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 916, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:57:16.760", "epoch": 1783627036.7604294, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 14% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "lying_in_bed", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"lying_in_bed\"}]} ```", "latency_ms": 961, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:57:17.791", "epoch": 1783627037.7911227, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 13% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "lying_in_bed", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"lying_in_bed\"}]} ```", "latency_ms": 918, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:57:19.405", "epoch": 1783627039.4051878, "track_id": 1, "request_type": "fall_verify", "zone": "floor", "movement_context": null, "frames_sent": 4, "camera_id": "216", "vlm_label": "CONFIRMED_FALL", "raw_response": "CONFIRMED_FALL", "latency_ms": 305, "applied_label": "fall_candidate", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:57:20.042", "epoch": 1783627040.0423803, "track_id": 1, "request_type": "unknown", "zone": null, "movement_context": null, "frames_sent": 0, "camera_id": "216", "vlm_label": "lying_in_bed", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"lying_in_bed\"}]} ```", "latency_ms": 1020, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:57:20.073", "epoch": 1783627040.073062, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "lying_in_bed", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"lying_in_bed\"}]} ```", "latency_ms": 920, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:57:21.457", "epoch": 1783627041.4579687, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 33% (moving TOWARD camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "lying_in_bed", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"lying_in_bed\"}]} ```", "latency_ms": 918, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:57:22.542", "epoch": 1783627042.5420938, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "unclear", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"unclear\"}]} ```", "latency_ms": 931, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:57:23.551", "epoch": 1783627043.551576, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 10% (moving AWAY from camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "lying_in_bed", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"lying_in_bed\"}]} ```", "latency_ms": 979, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:57:24.619", "epoch": 1783627044.6195598, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 14% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 909, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:57:25.610", "epoch": 1783627045.610912, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size shrank 8% (moving AWAY from camera).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 884, "applied_label": "sitting", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:57:26.675", "epoch": 1783627046.6754644, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "lying_in_bed", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"lying_in_bed\"}]} ```", "latency_ms": 919, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:57:27.679", "epoch": 1783627047.6792338, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 889, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:57:28.731", "epoch": 1783627048.7310739, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 890, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:57:29.739", "epoch": 1783627049.7392917, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "lying_in_bed", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"lying_in_bed\"}]} ```", "latency_ms": 934, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:57:30.807", "epoch": 1783627050.8075213, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "lying_in_bed", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"lying_in_bed\"}]} ```", "latency_ms": 924, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:57:32.426", "epoch": 1783627052.4266229, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 872, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:57:34.068", "epoch": 1783627054.0688505, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 2, "camera_id": "216", "vlm_label": "lying_in_bed", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"lying_in_bed\"}]} ```", "latency_ms": 1007, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:57:35.111", "epoch": 1783627055.1111493, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person apparent size grew 9% (moving TOWARD camera).", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 942, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:57:36.168", "epoch": 1783627056.1683187, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "unclear", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"unclear\"}]} ```", "latency_ms": 902, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:57:37.167", "epoch": 1783627057.1675718, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 1, "camera_id": "216", "vlm_label": "walking", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"walking\"}]} ```", "latency_ms": 862, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:57:38.379", "epoch": 1783627058.3795326, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "unclear", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"unclear\"}]} ```", "latency_ms": 917, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:57:39.619", "epoch": 1783627059.619949, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 870, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:57:40.698", "epoch": 1783627060.698694, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "fallen", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"fallen\"}]} ```", "latency_ms": 894, "applied_label": "sitting", "previous_label": "sitting" }, { "timestamp": "2026-07-09 19:57:41.708", "epoch": 1783627061.7082052, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person has NOT changed position over the last 3s.", "frames_sent": 1, "camera_id": "216", "vlm_label": "sitting", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"sitting\"}]} ```", "latency_ms": 903, "applied_label": "walking", "previous_label": "walking" }, { "timestamp": "2026-07-09 19:57:43.984", "epoch": 1783627063.9846654, "track_id": 1, "request_type": "multi_classify", "zone": "floor", "movement_context": "Person is TRAVELING across the room over the last 3s (walking).", "frames_sent": 2, "camera_id": "216", "vlm_label": "unclear", "raw_response": "```json {\"persons\": [{\"track_id\": 1, \"activity\": \"unclear\"}]} ```", "latency_ms": 916, "applied_label": "walking", "previous_label": "walking" } ]