343 lines
9.4 KiB
JSON
343 lines
9.4 KiB
JSON
{
|
|
"global": {
|
|
"metrics_port": 9000,
|
|
"web_root": "web"
|
|
},
|
|
"queue": {
|
|
"size": 4,
|
|
"strategy": "drop_oldest"
|
|
},
|
|
"templates": {
|
|
"face_recog_pipeline": {
|
|
"nodes": [
|
|
{
|
|
"id": "in",
|
|
"type": "input_rtsp",
|
|
"role": "source",
|
|
"enable": true,
|
|
"url": "${url}",
|
|
"fps": "${fps}",
|
|
"width": "${src_w}",
|
|
"height": "${src_h}",
|
|
"use_mpp": true,
|
|
"use_ffmpeg": false,
|
|
"force_tcp": true,
|
|
"reconnect_sec": 5,
|
|
"reconnect_backoff_max_sec": 30
|
|
},
|
|
{
|
|
"id": "pre",
|
|
"type": "preprocess",
|
|
"role": "filter",
|
|
"enable": true,
|
|
"dst_w": 768,
|
|
"dst_h": 768,
|
|
"dst_format": "rgb",
|
|
"dst_packed": true,
|
|
"resize_mode": "stretch",
|
|
"rga_gate": "${name}",
|
|
"use_rga": true
|
|
},
|
|
{
|
|
"id": "ai",
|
|
"type": "ai_yolo",
|
|
"role": "filter",
|
|
"enable": true,
|
|
"infer_fps": 10,
|
|
"model_path": "./models/best-768.rknn",
|
|
"model_version": "v8",
|
|
"model_w": 768,
|
|
"model_h": 768,
|
|
"num_classes": 11,
|
|
"conf": 0.35,
|
|
"nms": 0.45,
|
|
"class_filter": [3, 6]
|
|
},
|
|
{
|
|
"id": "face_det",
|
|
"type": "ai_face_det",
|
|
"role": "filter",
|
|
"enable": true,
|
|
"model_path": "./models/RetinaFace_mobile320.rknn",
|
|
"conf": 0.7,
|
|
"nms": 0.4,
|
|
"max_faces": 10,
|
|
"output_landmarks": true,
|
|
"input_format": "rgb"
|
|
},
|
|
{
|
|
"id": "face_recog",
|
|
"type": "ai_face_recog",
|
|
"role": "filter",
|
|
"enable": true,
|
|
"model_path": "./models/mobilefacenet_arcface.rknn",
|
|
"align": true,
|
|
"emit_embedding": false,
|
|
"max_faces": 10,
|
|
"input_format": "rgb",
|
|
"input_dtype": "uint8",
|
|
"threshold": {
|
|
"accept": 0.45,
|
|
"margin": 0.05
|
|
},
|
|
"gallery": {
|
|
"backend": "sqlite",
|
|
"path": "${face_gallery_path}",
|
|
"load_on_start": true,
|
|
"expected_dim": 512,
|
|
"dtype": "auto"
|
|
}
|
|
},
|
|
{
|
|
"id": "trk",
|
|
"type": "tracker",
|
|
"role": "filter",
|
|
"enable": true,
|
|
"mode": "bytetrack_lite",
|
|
"per_class": true,
|
|
"state_key": "${name}",
|
|
"track_classes": [3, 6],
|
|
"ignore_classes": [],
|
|
"allowed_models": ["yolov5", "yolov8"],
|
|
"high_th": 0.5,
|
|
"low_th": 0.1,
|
|
"iou_th": 0.3,
|
|
"max_age_ms": 1500,
|
|
"min_hits": 2,
|
|
"max_tracks": 128,
|
|
"debug": {
|
|
"stats": false,
|
|
"stats_interval": 200
|
|
}
|
|
},
|
|
{
|
|
"id": "osd",
|
|
"type": "osd",
|
|
"role": "filter",
|
|
"enable": true,
|
|
"draw_bbox": true,
|
|
"draw_text": true,
|
|
"line_width": 2,
|
|
"font_scale": 1,
|
|
"labels": [],
|
|
"use_rga_bbox": false,
|
|
"draw_face_det": true,
|
|
"draw_face_bbox": true
|
|
},
|
|
{
|
|
"id": "post",
|
|
"type": "preprocess",
|
|
"role": "filter",
|
|
"enable": true,
|
|
"queue": {
|
|
"size": 2,
|
|
"policy": "drop_oldest"
|
|
},
|
|
"dst_w": "${src_w}",
|
|
"dst_h": "${src_h}",
|
|
"dst_format": "nv12",
|
|
"resize_mode": "stretch",
|
|
"rga_gate": "${name}",
|
|
"use_rga": true
|
|
},
|
|
{
|
|
"id": "alarm",
|
|
"type": "alarm",
|
|
"role": "sink",
|
|
"enable": true,
|
|
"eval_fps": 10,
|
|
"labels": [],
|
|
"rules": [
|
|
{
|
|
"name": "ppe_violation",
|
|
"class_ids": [3, 6],
|
|
"roi": {"x": 0.0, "y": 0.0, "w": 1.0, "h": 1.0},
|
|
"min_score": 0.4,
|
|
"min_box_area_ratio": 0.02,
|
|
"require_track_id": true,
|
|
"min_duration_ms": 1500,
|
|
"min_hits": 3,
|
|
"hit_window_ms": 1500,
|
|
"cooldown_ms": 5000,
|
|
"per_track_cooldown_ms": 5000
|
|
}
|
|
],
|
|
"actions": {
|
|
"log": {"enable": true, "level": "info"},
|
|
"snapshot": {
|
|
"enable": true,
|
|
"min_interval_ms": 15000,
|
|
"format": "jpg",
|
|
"quality": 85,
|
|
"upload": {
|
|
"type": "minio",
|
|
"endpoint": "${minio_endpoint}",
|
|
"bucket": "${minio_bucket}",
|
|
"region": "us-east-1",
|
|
"access_key": "${minio_ak}",
|
|
"secret_key": "${minio_sk}"
|
|
}
|
|
},
|
|
"clip": {
|
|
"enable": true,
|
|
"min_interval_ms": 15000,
|
|
"pre_sec": 5,
|
|
"post_sec": 10,
|
|
"format": "mp4",
|
|
"fps": "${fps}",
|
|
"upload": {
|
|
"type": "minio",
|
|
"endpoint": "${minio_endpoint}",
|
|
"bucket": "${minio_bucket}",
|
|
"region": "us-east-1",
|
|
"access_key": "${minio_ak}",
|
|
"secret_key": "${minio_sk}"
|
|
}
|
|
},
|
|
"http": {
|
|
"enable": false,
|
|
"url": "http://127.0.0.1:8080/api/alarm",
|
|
"timeout_ms": 3000,
|
|
"include_media_url": true,
|
|
"method": "POST"
|
|
},
|
|
"external_api": {
|
|
"enable": true,
|
|
"getTokenUrl": "http://10.0.0.49:8080/api/getToken",
|
|
"putMessageUrl": "http://10.0.0.49:8080/api/putMessage",
|
|
"tenantCode": "32",
|
|
"channelNo": "${name}",
|
|
"timeout_ms": 3000,
|
|
"include_media_url": true,
|
|
"token_header": "X-Access-Token",
|
|
"token_json_path": "responseBody.token",
|
|
"token_cache_sec": 1200
|
|
}
|
|
}
|
|
},
|
|
{
|
|
"id": "pub",
|
|
"type": "publish",
|
|
"role": "filter",
|
|
"enable": true,
|
|
"queue": {"size": 2, "policy": "drop_oldest"},
|
|
"codec": "h264",
|
|
"fps": "${fps}",
|
|
"gop": "${gop}",
|
|
"bitrate_kbps": "${bitrate_kbps}",
|
|
"use_mpp": true,
|
|
"use_ffmpeg_mux": true,
|
|
"outputs": [
|
|
{"proto": "rtsp_server", "port": 8555, "path": "/live/${name}"},
|
|
{"proto": "hls", "path": "./web/hls/${name}/index.m3u8", "segment_sec": 2}
|
|
],
|
|
"debug": {"stats": true, "stats_interval": 100}
|
|
}
|
|
],
|
|
"edges": [
|
|
["in", "pre"],
|
|
["pre", "ai"],
|
|
["ai", "trk"],
|
|
["trk", "face_det"],
|
|
["face_det", "face_recog"],
|
|
["face_recog", "osd"],
|
|
["osd", "post"],
|
|
["post", "pub"],
|
|
["pub", "alarm"]
|
|
]
|
|
}
|
|
},
|
|
"instances": [
|
|
{
|
|
"name": "cam1",
|
|
"template": "face_recog_pipeline",
|
|
"params": {
|
|
"name": "cam1",
|
|
"url": "rtsp://10.0.0.49:8554/cam",
|
|
"src_w": 1280,
|
|
"src_h": 720,
|
|
"fps": 30,
|
|
"gop": 60,
|
|
"bitrate_kbps": 2000,
|
|
"face_gallery_path": "./models/face_gallery.db",
|
|
"minio_endpoint": "http://10.0.0.49:9000",
|
|
"minio_bucket": "myminio",
|
|
"minio_ak": "minioadmin",
|
|
"minio_sk": "minioadmin"
|
|
}
|
|
},
|
|
{
|
|
"name": "cam2",
|
|
"template": "face_recog_pipeline",
|
|
"params": {
|
|
"name": "cam2",
|
|
"url": "rtsp://10.0.0.49:8554/cam",
|
|
"src_w": 1280,
|
|
"src_h": 720,
|
|
"fps": 30,
|
|
"gop": 60,
|
|
"bitrate_kbps": 2000,
|
|
"face_gallery_path": "./models/face_gallery.db",
|
|
"minio_endpoint": "http://10.0.0.49:9000",
|
|
"minio_bucket": "myminio",
|
|
"minio_ak": "minioadmin",
|
|
"minio_sk": "minioadmin"
|
|
}
|
|
},
|
|
{
|
|
"name": "cam3",
|
|
"template": "face_recog_pipeline",
|
|
"params": {
|
|
"name": "cam3",
|
|
"url": "rtsp://10.0.0.49:8554/cam",
|
|
"src_w": 1280,
|
|
"src_h": 720,
|
|
"fps": 30,
|
|
"gop": 60,
|
|
"bitrate_kbps": 2000,
|
|
"face_gallery_path": "./models/face_gallery.db",
|
|
"minio_endpoint": "http://10.0.0.49:9000",
|
|
"minio_bucket": "myminio",
|
|
"minio_ak": "minioadmin",
|
|
"minio_sk": "minioadmin"
|
|
}
|
|
},
|
|
{
|
|
"name": "cam4",
|
|
"template": "face_recog_pipeline",
|
|
"params": {
|
|
"name": "cam4",
|
|
"url": "rtsp://10.0.0.49:8554/cam",
|
|
"src_w": 1280,
|
|
"src_h": 720,
|
|
"fps": 30,
|
|
"gop": 60,
|
|
"bitrate_kbps": 2000,
|
|
"face_gallery_path": "./models/face_gallery.db",
|
|
"minio_endpoint": "http://10.0.0.49:9000",
|
|
"minio_bucket": "myminio",
|
|
"minio_ak": "minioadmin",
|
|
"minio_sk": "minioadmin"
|
|
}
|
|
},
|
|
{
|
|
"name": "cam5",
|
|
"template": "face_recog_pipeline",
|
|
"params": {
|
|
"name": "cam5",
|
|
"url": "rtsp://10.0.0.49:8554/cam",
|
|
"src_w": 1280,
|
|
"src_h": 720,
|
|
"fps": 30,
|
|
"gop": 60,
|
|
"bitrate_kbps": 2000,
|
|
"face_gallery_path": "./models/face_gallery.db",
|
|
"minio_endpoint": "http://10.0.0.49:9000",
|
|
"minio_bucket": "myminio",
|
|
"minio_ak": "minioadmin",
|
|
"minio_sk": "minioadmin"
|
|
}
|
|
}
|
|
]
|
|
}
|