OrangePi3588Media/configs/full_pipeline_1080p_test_alarm_shoe_debug.json

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{
"queue": {
"size": 8,
"strategy": "drop_oldest"
},
"graphs": [
{
"name": "cam1_full_pipeline",
"executor": {
"batch_size": 2,
"run_budget": 8
},
"nodes": [
{
"id": "in_cam1",
"type": "input_rtsp",
"role": "source",
"enable": true,
"url": "rtsp://10.0.0.49:8554/cam",
"fps": 30,
"width": 1920,
"height": 1080,
"use_ffmpeg": true,
"use_mpp": false,
"force_tcp": true,
"reconnect_sec": 5,
"reconnect_backoff_max_sec": 30
},
{
"id": "pre_rgb",
"type": "preprocess",
"role": "filter",
"enable": true,
"cpu_affinity": [
2
],
"dst_w": 1920,
"dst_h": 1080,
"dst_format": "rgb",
"dst_packed": true,
"resize_mode": "stretch",
"keep_ratio": false,
"rga_gate": "full_pipeline_1080p",
"use_rga": true
},
{
"id": "face_det",
"type": "ai_scrfd_sliding",
"role": "filter",
"enable": true,
"cpu_affinity": [
4
],
"infer_fps": 3,
"model_path": "./models/scrfd_500m_640.rknn",
"model_w": 640,
"model_h": 640,
"windows": [
{
"x": 0,
"y": 0,
"w": 960,
"h": 1080
},
{
"x": 960,
"y": 0,
"w": 960,
"h": 1080
}
],
"conf_thresh": 0.5,
"nms_thresh": 0.4,
"max_faces": 50,
"debug": {
"stats": true,
"stats_interval": 30
}
},
{
"id": "face_recog",
"type": "ai_face_recog",
"role": "filter",
"enable": true,
"cpu_affinity": [
4
],
"infer_fps": 2,
"infer_phase_ms": 120,
"model_path": "./models/mobilefacenet_arcface.rknn",
"align": true,
"emit_embedding": false,
"max_faces": 50,
"input_format": "rgb",
"input_dtype": "uint8",
"threshold": {
"accept": 0.45,
"margin": 0.05
},
"gallery": {
"backend": "sqlite",
"path": "./models/face_gallery.db",
"load_on_start": true,
"expected_dim": 512,
"dtype": "auto"
},
"debug": {
"enabled": true,
"log_matches": true,
"min_log_interval_ms": 1000
}
},
{
"id": "person_det",
"type": "ai_yolo",
"role": "filter",
"enable": true,
"cpu_affinity": [
5
],
"use_rga": true,
"rga_gate": "full_pipeline_1080p",
"rga_max_inflight": 4,
"dst_packed": true,
"use_dma_input": true,
"infer_fps": 2,
"infer_phase_ms": 0,
"model_path": "./models/yolov8n-640.rknn",
"model_version": "v8",
"model_w": 640,
"model_h": 640,
"num_classes": 80,
"conf": 0.35,
"nms": 0.45,
"class_filter": [
0
],
"bbox_expand": {
"enable": true,
"class_id": 0,
"left": 0.06,
"right": 0.06,
"top": 0.04,
"bottom": 0.16
},
"debug": {
"stats": true,
"stats_interval": 30,
"detections": true
}
},
{
"id": "person_trk",
"type": "tracker",
"role": "filter",
"enable": true,
"cpu_affinity": [
5
],
"mode": "bytetrack_lite",
"per_class": true,
"state_key": "full_pipeline_1080p_workshoe",
"track_classes": [
0
],
"ignore_classes": [],
"high_th": 0.55,
"low_th": 0.1,
"iou_th": 0.3,
"max_age_ms": 900,
"min_hits": 1,
"max_tracks": 128
},
{
"id": "shoe_det",
"type": "ai_shoe_det",
"role": "filter",
"enable": true,
"cpu_affinity": [
6
],
"use_rga": true,
"rga_gate": "full_pipeline_1080p",
"rga_max_inflight": 4,
"dst_packed": true,
"use_dma_input": false,
"infer_fps": 2,
"infer_phase_ms": 150,
"model_path": "./models/yolov8s_shoe_640-rk3588.rknn",
"model_w": 640,
"model_h": 640,
"conf": 0.22,
"nms": 0.45,
"v8_box_format": "cxcywh",
"append_detections": true,
"dynamic_roi": {
"enable": true,
"person_class_id": 0,
"shoe_class_id": 1,
"debug_roi_class_id": -1,
"max_rois": 3,
"min_person_height": 60,
"max_box_area_ratio": 0.6,
"y_offset": 0.7,
"width_scale": 1.6,
"height_scale": 0.4
}
},
{
"id": "shoe_assoc",
"type": "logic_gate",
"role": "filter",
"enable": true,
"cpu_affinity": [
6
],
"mode": "person_shoe_check",
"debug": true,
"person_shoe_check": {
"person_class": 0,
"shoe_class": 1,
"violation_class": 2,
"min_person_score": 0.3,
"min_shoe_score": 0.22,
"foot_region": {
"y_offset": 0.7,
"width_scale": 1.6,
"height_scale": 0.4
},
"min_shoe_height_ratio": 0.08,
"min_shoe_area_ratio": 0.012,
"max_shoe_height_ratio": 0.14,
"max_shoe_width_ratio": 0.38,
"max_shoe_area_ratio": 0.05,
"max_shoe_roi_width_ratio": 0.45,
"max_shoe_roi_height_ratio": 0.35,
"max_shoe_roi_area_ratio": 0.10
}
},
{
"id": "shoe_color",
"type": "logic_gate",
"role": "filter",
"enable": true,
"cpu_affinity": [
6
],
"mode": "ppe_boots_check",
"anchor_class": 0,
"boots_class": 1,
"violation_class": 2,
"debug": true,
"color_check": {
"enable": true
}
},
{
"id": "pre_osd",
"type": "preprocess",
"role": "filter",
"enable": true,
"cpu_affinity": [
7
],
"dst_w": 1920,
"dst_h": 1080,
"dst_format": "nv12",
"resize_mode": "stretch",
"rga_gate": "full_pipeline_1080p",
"use_rga": true
},
{
"id": "osd",
"type": "osd",
"role": "filter",
"enable": true,
"cpu_affinity": [
7
],
"draw_bbox": true,
"draw_text": true,
"draw_face_det": true,
"draw_face_recog": true,
"draw_face_bbox": true,
"line_width": 2.0,
"font_scale": 1.0,
"use_rga_bbox": false,
"labels": [
"person",
"shoe",
"non_black_shoe"
]
},
{
"id": "publish",
"type": "publish",
"role": "filter",
"enable": true,
"cpu_affinity": [
3
],
"queue": {
"size": 2,
"policy": "drop_oldest"
},
"codec": "h264",
"fps": 30,
"gop": 60,
"bitrate_kbps": 4000,
"mpp_output_timeout_ms": 50,
"mpp_packet_wait_ms": 10,
"use_mpp": true,
"use_ffmpeg_mux": true,
"outputs": [
{
"proto": "hls",
"path": "./web/hls/cam1/index.m3u8",
"segment_sec": 2
},
{
"proto": "rtsp_server",
"port": 8555,
"path": "/live/cam1"
}
]
},
{
"id": "alarm",
"type": "alarm",
"role": "sink",
"enable": true,
"eval_fps": 2,
"labels": [
"person",
"shoe",
"non_black_shoe"
],
"rules": [
{
"name": "non_compliant_workshoe",
"class_ids": [
2
],
"roi": {
"x": 0.0,
"y": 0.0,
"w": 1.0,
"h": 1.0
},
"min_score": 0.1,
"min_box_area_ratio": 0.0,
"require_track_id": false,
"min_duration_ms": 0,
"min_hits": 1,
"hit_window_ms": 3000,
"cooldown_ms": 1000,
"per_track_cooldown_ms": 0
}
],
"face_rules": [
{
"name": "unknown_face",
"type": "unknown",
"cooldown_ms": 7000,
"min_sim": 0.35,
"min_hits": 1,
"hit_window_ms": 1500,
"min_face_area_ratio": 0.01,
"min_face_aspect": 0.6,
"max_face_aspect": 1.6
},
{
"name": "known_person",
"type": "person",
"cooldown_ms": 7000,
"min_sim": 0.6,
"min_hits": 1,
"hit_window_ms": 1500,
"min_face_area_ratio": 0.01,
"min_face_aspect": 0.6,
"max_face_aspect": 1.6
}
],
"actions": {
"log": {
"enable": true,
"level": "info",
"include_detections": true,
"min_interval_ms": 2000
},
"snapshot": {
"enable": true,
"format": "jpg",
"quality": 85,
"upload": {
"type": "minio",
"endpoint": "http://10.0.0.49:9000",
"bucket": "myminio",
"region": "us-east-1",
"access_key": "admin",
"secret_key": "password"
}
},
"clip": {
"enable": true,
"pre_sec": 5,
"post_sec": 10,
"format": "mp4",
"fps": 30,
"upload": {
"type": "minio",
"endpoint": "http://10.0.0.49:9000",
"bucket": "myminio",
"region": "us-east-1",
"access_key": "admin",
"secret_key": "password"
}
},
"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": "cam1",
"timeout_ms": 3000,
"include_media_url": true,
"token_header": "X-Access-Token",
"token_json_path": "responseBody.token",
"token_cache_sec": 1200
}
}
}
],
"edges": [
[
"in_cam1",
"pre_rgb"
],
[
"pre_rgb",
"face_det"
],
[
"face_det",
"face_recog"
],
[
"face_recog",
"person_det"
],
[
"person_det",
"person_trk"
],
[
"person_trk",
"shoe_det",
{
"queue": {
"size": 16,
"strategy": "drop_oldest"
}
}
],
[
"shoe_det",
"shoe_assoc",
{
"queue": {
"size": 16,
"strategy": "drop_oldest"
}
}
],
[
"shoe_assoc",
"shoe_color",
{
"queue": {
"size": 16,
"strategy": "drop_oldest"
}
}
],
[
"shoe_color",
"osd",
{
"queue": {
"size": 16,
"strategy": "drop_oldest"
}
}
],
[
"osd",
"pre_osd",
{
"queue": {
"size": 32,
"strategy": "drop_oldest"
}
}
],
[
"pre_osd",
"publish",
{
"queue": {
"size": 64,
"strategy": "drop_oldest"
}
}
],
[
"publish",
"alarm",
{
"queue": {
"size": 64,
"strategy": "drop_oldest"
}
}
]
]
}
]
}