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Document tuning priorities and prune temporary configs

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tian 2026-03-15 21:36:26 +08:00
parent b7a7810c26
commit 428e41e786
15 changed files with 70 additions and 1877 deletions
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170
configs/person_shoe_two_stage_recommended.json
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@ -1,170 +0,0 @@
{
"queue": {
"size": 8,
"strategy": "drop_oldest"
},
"graphs": [
{
"name": "person_shoe_two_stage_recommended",
"executor": {
"batch_size": 2,
"run_budget": 8
},
"nodes": [
{
"id": "in",
"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
},
{
"id": "pre_rgb",
"type": "preprocess",
"role": "filter",
"enable": true,
"dst_w": 1920,
"dst_h": 1080,
"dst_format": "rgb",
"dst_packed": true,
"resize_mode": "stretch",
"rga_gate": "person_shoe_two_stage_recommended",
"use_rga": true
},
{
"id": "person_det",
"type": "ai_yolo",
"role": "filter",
"enable": true,
"cpu_affinity": [4],
"use_rga": true,
"rga_gate": "person_shoe_two_stage_recommended",
"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
}
},
{
"id": "person_trk",
"type": "tracker",
"role": "filter",
"enable": true,
"cpu_affinity": [5],
"mode": "bytetrack_lite",
"per_class": true,
"track_classes": [0],
"high_th": 0.6,
"low_th": 0.15,
"iou_th": 0.3,
"max_age_ms": 700,
"min_hits": 2
},
{
"id": "shoe_det",
"type": "ai_shoe_det",
"role": "filter",
"enable": true,
"cpu_affinity": [6],
"use_rga": true,
"rga_gate": "person_shoe_two_stage_recommended",
"rga_max_inflight": 4,
"dst_packed": true,
"use_dma_input": false,
"infer_fps": 2,
"infer_phase_ms": 250,
"model_path": "./models/shoe_detector_openimages_ppe_v1.rknn",
"model_w": 640,
"model_h": 640,
"conf": 0.20,
"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": 1,
"min_person_height": 80,
"x_offset": -0.20,
"y_offset": 0.68,
"width_scale": 1.40,
"height_scale": 0.50
}
},
{
"id": "osd",
"type": "osd",
"role": "filter",
"enable": true,
"cpu_affinity": [7],
"draw_bbox": true,
"draw_text": false,
"use_rga_bbox": false,
"labels": ["person", "shoe"]
},
{
"id": "post",
"type": "preprocess",
"role": "filter",
"enable": true,
"cpu_affinity": [7],
"dst_w": 1920,
"dst_h": 1080,
"dst_format": "nv12",
"resize_mode": "stretch",
"rga_gate": "person_shoe_two_stage_recommended",
"use_rga": true
},
{
"id": "pub",
"type": "publish",
"role": "filter",
"enable": true,
"cpu_affinity": [3],
"codec": "h264",
"fps": 30,
"bitrate_kbps": 2000,
"mpp_output_timeout_ms": 50,
"mpp_packet_wait_ms": 10,
"use_mpp": true,
"outputs": [
{"proto": "rtsp_server", "port": 8555, "path": "/live/cam1"}
]
}
],
"edges": [
["in", "pre_rgb"],
["pre_rgb", "person_det"],
["person_det", "person_trk"],
["person_trk", "shoe_det", {"queue": {"size": 16, "strategy": "drop_oldest"}}],
["shoe_det", "osd", {"queue": {"size": 16, "strategy": "drop_oldest"}}],
["osd", "post", {"queue": {"size": 32, "strategy": "drop_oldest"}}],
["post", "pub", {"queue": {"size": 64, "strategy": "drop_oldest"}}]
]
}
]
}

228
configs/person_shoe_two_stage_recommended_alarm.json
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@ -1,228 +0,0 @@
{
"queue": {
"size": 8,
"strategy": "drop_oldest"
},
"graphs": [
{
"name": "person_shoe_two_stage_recommended_alarm",
"executor": {
"batch_size": 2,
"run_budget": 8
},
"nodes": [
{
"id": "in",
"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
},
{
"id": "pre_rgb",
"type": "preprocess",
"role": "filter",
"enable": true,
"dst_w": 1920,
"dst_h": 1080,
"dst_format": "rgb",
"dst_packed": true,
"resize_mode": "stretch",
"rga_gate": "person_shoe_two_stage_recommended_alarm",
"use_rga": true
},
{
"id": "person_det",
"type": "ai_yolo",
"role": "filter",
"enable": true,
"cpu_affinity": [4],
"use_rga": true,
"rga_gate": "person_shoe_two_stage_recommended_alarm",
"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
}
},
{
"id": "person_trk",
"type": "tracker",
"role": "filter",
"enable": true,
"cpu_affinity": [5],
"mode": "bytetrack_lite",
"per_class": true,
"track_classes": [0],
"high_th": 0.55,
"low_th": 0.10,
"iou_th": 0.3,
"max_age_ms": 900,
"min_hits": 2
},
{
"id": "shoe_det",
"type": "ai_shoe_det",
"role": "filter",
"enable": true,
"cpu_affinity": [6],
"use_rga": true,
"rga_gate": "person_shoe_two_stage_recommended_alarm",
"rga_max_inflight": 4,
"dst_packed": true,
"use_dma_input": false,
"infer_fps": 2,
"infer_phase_ms": 150,
"model_path": "./models/shoe_detector_openimages_ppe_v1.rknn",
"model_w": 640,
"model_h": 640,
"conf": 0.15,
"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,
"x_offset": -0.24,
"y_offset": 0.64,
"width_scale": 1.48,
"height_scale": 0.58
}
},
{
"id": "shoe_logic",
"type": "logic_gate",
"role": "filter",
"enable": true,
"cpu_affinity": [6],
"mode": "person_shoe_check",
"debug": false,
"person_shoe_check": {
"person_class": 0,
"shoe_class": 1,
"violation_class": 2,
"min_person_score": 0.30,
"min_shoe_score": 0.15,
"require_person_track_id": true,
"use_person_bbox_for_violation": true,
"attach_person_track_to_shoe": true,
"match_iou": 0.02,
"foot_region": {
"x_offset": -0.24,
"y_offset": 0.64,
"width_scale": 1.48,
"height_scale": 0.58
}
}
},
{
"id": "osd",
"type": "osd",
"role": "filter",
"enable": true,
"cpu_affinity": [7],
"draw_bbox": true,
"draw_text": false,
"use_rga_bbox": false,
"labels": ["person", "shoe", "no_shoe"]
},
{
"id": "post",
"type": "preprocess",
"role": "filter",
"enable": true,
"cpu_affinity": [7],
"dst_w": 1920,
"dst_h": 1080,
"dst_format": "nv12",
"resize_mode": "stretch",
"rga_gate": "person_shoe_two_stage_recommended_alarm",
"use_rga": true
},
{
"id": "pub",
"type": "publish",
"role": "filter",
"enable": true,
"cpu_affinity": [3],
"codec": "h264",
"fps": 30,
"bitrate_kbps": 2000,
"mpp_output_timeout_ms": 50,
"mpp_packet_wait_ms": 10,
"use_mpp": true,
"outputs": [
{"proto": "rtsp_server", "port": 8555, "path": "/live/cam1"}
]
},
{
"id": "alarm",
"type": "alarm",
"role": "sink",
"enable": true,
"eval_fps": 2,
"labels": ["person", "shoe", "no_shoe"],
"rules": [
{
"name": "missing_shoe",
"class_ids": [2],
"roi": {"x": 0.0, "y": 0.0, "w": 1.0, "h": 1.0},
"min_score": 0.30,
"require_track_id": true,
"min_duration_ms": 800,
"min_hits": 2,
"hit_window_ms": 2000,
"cooldown_ms": 10000,
"per_track_cooldown_ms": 15000
}
],
"actions": {
"log": {
"enable": true,
"level": "info",
"include_detections": true,
"min_interval_ms": 2000
}
}
}
],
"edges": [
["in", "pre_rgb"],
["pre_rgb", "person_det"],
["person_det", "person_trk"],
["person_trk", "shoe_det", {"queue": {"size": 16, "strategy": "drop_oldest"}}],
["shoe_det", "shoe_logic", {"queue": {"size": 16, "strategy": "drop_oldest"}}],
["shoe_logic", "osd", {"queue": {"size": 16, "strategy": "drop_oldest"}}],
["osd", "post", {"queue": {"size": 32, "strategy": "drop_oldest"}}],
["post", "pub", {"queue": {"size": 64, "strategy": "drop_oldest"}}],
["pub", "alarm", {"queue": {"size": 64, "strategy": "drop_oldest"}}]
]
}
]
}

170
configs/person_shoe_two_stage_recommended_recall.json
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@ -1,170 +0,0 @@
{
"queue": {
"size": 8,
"strategy": "drop_oldest"
},
"graphs": [
{
"name": "person_shoe_two_stage_recommended_recall",
"executor": {
"batch_size": 2,
"run_budget": 8
},
"nodes": [
{
"id": "in",
"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
},
{
"id": "pre_rgb",
"type": "preprocess",
"role": "filter",
"enable": true,
"dst_w": 1920,
"dst_h": 1080,
"dst_format": "rgb",
"dst_packed": true,
"resize_mode": "stretch",
"rga_gate": "person_shoe_two_stage_recommended_recall",
"use_rga": true
},
{
"id": "person_det",
"type": "ai_yolo",
"role": "filter",
"enable": true,
"cpu_affinity": [4],
"use_rga": true,
"rga_gate": "person_shoe_two_stage_recommended_recall",
"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
}
},
{
"id": "person_trk",
"type": "tracker",
"role": "filter",
"enable": true,
"cpu_affinity": [5],
"mode": "bytetrack_lite",
"per_class": true,
"track_classes": [0],
"high_th": 0.55,
"low_th": 0.10,
"iou_th": 0.3,
"max_age_ms": 900,
"min_hits": 2
},
{
"id": "shoe_det",
"type": "ai_shoe_det",
"role": "filter",
"enable": true,
"cpu_affinity": [6],
"use_rga": true,
"rga_gate": "person_shoe_two_stage_recommended_recall",
"rga_max_inflight": 4,
"dst_packed": true,
"use_dma_input": false,
"infer_fps": 2,
"infer_phase_ms": 150,
"model_path": "./models/shoe_detector_openimages_ppe_v1.rknn",
"model_w": 640,
"model_h": 640,
"conf": 0.15,
"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,
"x_offset": -0.24,
"y_offset": 0.64,
"width_scale": 1.48,
"height_scale": 0.58
}
},
{
"id": "osd",
"type": "osd",
"role": "filter",
"enable": true,
"cpu_affinity": [7],
"draw_bbox": true,
"draw_text": false,
"use_rga_bbox": false,
"labels": ["person", "shoe"]
},
{
"id": "post",
"type": "preprocess",
"role": "filter",
"enable": true,
"cpu_affinity": [7],
"dst_w": 1920,
"dst_h": 1080,
"dst_format": "nv12",
"resize_mode": "stretch",
"rga_gate": "person_shoe_two_stage_recommended_recall",
"use_rga": true
},
{
"id": "pub",
"type": "publish",
"role": "filter",
"enable": true,
"cpu_affinity": [3],
"codec": "h264",
"fps": 30,
"bitrate_kbps": 2000,
"mpp_output_timeout_ms": 50,
"mpp_packet_wait_ms": 10,
"use_mpp": true,
"outputs": [
{"proto": "rtsp_server", "port": 8555, "path": "/live/cam1"}
]
}
],
"edges": [
["in", "pre_rgb"],
["pre_rgb", "person_det"],
["person_det", "person_trk"],
["person_trk", "shoe_det", {"queue": {"size": 16, "strategy": "drop_oldest"}}],
["shoe_det", "osd", {"queue": {"size": 16, "strategy": "drop_oldest"}}],
["osd", "post", {"queue": {"size": 32, "strategy": "drop_oldest"}}],
["post", "pub", {"queue": {"size": 64, "strategy": "drop_oldest"}}]
]
}
]
}

247
configs/person_shoe_two_stage_workshoe_alarm.json
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@ -1,247 +0,0 @@
{
"queue": {
"size": 8,
"strategy": "drop_oldest"
},
"graphs": [
{
"name": "person_shoe_two_stage_workshoe_alarm",
"executor": {
"batch_size": 2,
"run_budget": 8
},
"nodes": [
{
"id": "in",
"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
},
{
"id": "pre_rgb",
"type": "preprocess",
"role": "filter",
"enable": true,
"dst_w": 1920,
"dst_h": 1080,
"dst_format": "rgb",
"dst_packed": true,
"resize_mode": "stretch",
"rga_gate": "person_shoe_two_stage_workshoe_alarm",
"use_rga": true
},
{
"id": "person_det",
"type": "ai_yolo",
"role": "filter",
"enable": true,
"cpu_affinity": [4],
"use_rga": true,
"rga_gate": "person_shoe_two_stage_workshoe_alarm",
"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
}
},
{
"id": "person_trk",
"type": "tracker",
"role": "filter",
"enable": true,
"cpu_affinity": [5],
"mode": "bytetrack_lite",
"per_class": true,
"track_classes": [0],
"high_th": 0.55,
"low_th": 0.10,
"iou_th": 0.3,
"max_age_ms": 900,
"min_hits": 2
},
{
"id": "shoe_det",
"type": "ai_shoe_det",
"role": "filter",
"enable": true,
"cpu_affinity": [6],
"use_rga": true,
"rga_gate": "person_shoe_two_stage_workshoe_alarm",
"rga_max_inflight": 4,
"dst_packed": true,
"use_dma_input": false,
"infer_fps": 2,
"infer_phase_ms": 150,
"model_path": "./models/shoe_detector_openimages_ppe_v1.rknn",
"model_w": 640,
"model_h": 640,
"conf": 0.15,
"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": 0.60,
"x_offset": -0.24,
"y_offset": 0.64,
"width_scale": 1.48,
"height_scale": 0.58
}
},
{
"id": "shoe_assoc",
"type": "logic_gate",
"role": "filter",
"enable": true,
"cpu_affinity": [6],
"mode": "person_shoe_check",
"debug": false,
"person_shoe_check": {
"person_class": 0,
"shoe_class": 1,
"violation_class": 2,
"min_person_score": 0.30,
"min_shoe_score": 0.15,
"require_person_track_id": true,
"attach_person_track_to_shoe": true,
"emit_missing_violation": false,
"foot_region": {
"x_offset": -0.24,
"y_offset": 0.64,
"width_scale": 1.48,
"height_scale": 0.58
}
}
},
{
"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": false,
"color_check": {
"enable": true,
"method": "brightness",
"dark_threshold": 90,
"roi_expand": 1.0
}
},
{
"id": "osd",
"type": "osd",
"role": "filter",
"enable": true,
"cpu_affinity": [7],
"draw_bbox": true,
"draw_text": false,
"use_rga_bbox": false,
"labels": ["person", "shoe", "non_black_shoe"]
},
{
"id": "post",
"type": "preprocess",
"role": "filter",
"enable": true,
"cpu_affinity": [7],
"dst_w": 1920,
"dst_h": 1080,
"dst_format": "nv12",
"resize_mode": "stretch",
"rga_gate": "person_shoe_two_stage_workshoe_alarm",
"use_rga": true
},
{
"id": "pub",
"type": "publish",
"role": "filter",
"enable": true,
"cpu_affinity": [3],
"codec": "h264",
"fps": 30,
"bitrate_kbps": 2000,
"mpp_output_timeout_ms": 50,
"mpp_packet_wait_ms": 10,
"use_mpp": true,
"outputs": [
{"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": 0.30,
"require_track_id": false,
"min_duration_ms": 800,
"min_hits": 2,
"hit_window_ms": 2000,
"cooldown_ms": 15000,
"per_track_cooldown_ms": 0
}
],
"actions": {
"log": {
"enable": true,
"level": "info",
"include_detections": true,
"min_interval_ms": 2000
}
}
}
],
"edges": [
["in", "pre_rgb"],
["pre_rgb", "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", "post", {"queue": {"size": 32, "strategy": "drop_oldest"}}],
["post", "pub", {"queue": {"size": 64, "strategy": "drop_oldest"}}],
["pub", "alarm", {"queue": {"size": 64, "strategy": "drop_oldest"}}]
]
}
]
}

120
configs/sample_logic_gate_ppe.json
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@ -1,120 +0,0 @@
{
"queue": {
"size": 8,
"strategy": "drop_oldest"
},
"graphs": [
{
"name": "ppe_logic_gate_demo",
"nodes": [
{
"id": "in",
"type": "input_rtsp",
"role": "source",
"enable": true,
"url": "rtsp://10.0.0.49:8554/cam",
"fps": 30,
"width": 1280,
"height": 720,
"use_mpp": true,
"force_tcp": true
},
{
"id": "pre",
"type": "preprocess",
"role": "filter",
"enable": true,
"dst_w": 640,
"dst_h": 640,
"dst_format": "rgb",
"resize_mode": "stretch",
"use_rga": true
},
{
"id": "yolo",
"type": "ai_yolo",
"role": "filter",
"enable": true,
"infer_fps": 10,
"model_path": "./models/shoe_detector_openimages_ppe_v1.rknn",
"model_version": "v8",
"model_w": 640,
"model_h": 640,
"num_classes": 1,
"conf": 0.35,
"nms": 0.45,
"class_filter": [0]
},
{
"id": "trk",
"type": "tracker",
"role": "filter",
"enable": true,
"mode": "bytetrack_lite",
"per_class": true,
"track_classes": [0],
"max_age_ms": 1500,
"min_hits": 2
},
{
"id": "logic",
"type": "logic_gate",
"role": "filter",
"enable": true,
"mode": "simple",
"anchor_class": 0,
"boots_class": 0,
"color_check": {
"enable": true,
"method": "hsv",
"dark_threshold": 80,
"roi_expand": 1.0
},
"debug": true
},
{
"id": "osd",
"type": "osd",
"role": "filter",
"enable": true,
"draw_bbox": true,
"draw_text": true,
"labels": ["shoe"]
},
{
"id": "post",
"type": "preprocess",
"role": "filter",
"enable": true,
"dst_w": 1280,
"dst_h": 720,
"dst_format": "nv12",
"resize_mode": "stretch",
"use_rga": true
},
{
"id": "pub",
"type": "publish",
"role": "filter",
"enable": true,
"codec": "h264",
"fps": 30,
"bitrate_kbps": 2000,
"use_mpp": true,
"outputs": [
{"proto": "rtsp_server", "port": 8555, "path": "/live/cam1"}
]
}
],
"edges": [
["in", "pre"],
["pre", "yolo"],
["yolo", "trk"],
["trk", "logic"],
["logic", "osd"],
["osd", "post"],
["post", "pub"]
]
}
]
}

153
configs/sample_person_shoe_two_stage.json
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@ -1,153 +0,0 @@
{
"queue": {
"size": 8,
"strategy": "drop_oldest"
},
"graphs": [
{
"name": "person_shoe_two_stage",
"nodes": [
{
"id": "in",
"type": "input_rtsp",
"role": "source",
"enable": true,
"url": "rtsp://10.0.0.49:8554/cam",
"fps": 30,
"width": 1920,
"height": 1080,
"use_mpp": true,
"force_tcp": true
},
{
"id": "pre_rgb",
"type": "preprocess",
"role": "filter",
"enable": true,
"dst_w": 1920,
"dst_h": 1080,
"dst_format": "rgb",
"dst_packed": true,
"resize_mode": "stretch",
"rga_gate": "person_shoe_two_stage",
"use_rga": true
},
{
"id": "person_det",
"type": "ai_yolo",
"role": "filter",
"enable": true,
"use_rga": true,
"rga_gate": "person_shoe_two_stage",
"rga_max_inflight": 4,
"dst_packed": true,
"infer_fps": 2,
"model_path": "./models/yolov8n-640.rknn",
"model_version": "v8",
"model_w": 640,
"model_h": 640,
"num_classes": 80,
"conf": 0.4,
"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
}
},
{
"id": "person_trk",
"type": "tracker",
"role": "filter",
"enable": true,
"mode": "bytetrack_lite",
"per_class": true,
"track_classes": [0],
"high_th": 0.6,
"low_th": 0.15,
"iou_th": 0.3,
"max_age_ms": 600,
"min_hits": 3
},
{
"id": "shoe_det",
"type": "ai_shoe_det",
"role": "filter",
"enable": true,
"use_rga": true,
"rga_gate": "person_shoe_two_stage",
"rga_max_inflight": 4,
"dst_packed": true,
"infer_fps": 1,
"model_path": "./models/shoe_detector_openimages_ppe_v1.rknn",
"model_w": 640,
"model_h": 640,
"conf": 0.25,
"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": 2,
"min_person_height": 80,
"x_offset": -0.20,
"y_offset": 0.68,
"width_scale": 1.40,
"height_scale": 0.50
}
},
{
"id": "osd",
"type": "osd",
"role": "filter",
"enable": true,
"draw_bbox": true,
"draw_text": false,
"use_rga_bbox": false,
"labels": ["person", "shoe", "foot_roi"]
},
{
"id": "post",
"type": "preprocess",
"role": "filter",
"enable": true,
"dst_w": 1920,
"dst_h": 1080,
"dst_format": "nv12",
"resize_mode": "stretch",
"rga_gate": "person_shoe_two_stage",
"use_rga": true
},
{
"id": "pub",
"type": "publish",
"role": "filter",
"enable": true,
"codec": "h264",
"fps": 30,
"bitrate_kbps": 2000,
"use_mpp": true,
"outputs": [
{"proto": "rtsp_server", "port": 8555, "path": "/live/cam1"}
]
}
],
"edges": [
["in", "pre_rgb"],
["pre_rgb", "person_det"],
["person_det", "person_trk"],
["person_trk", "shoe_det"],
["shoe_det", "osd"],
["osd", "post"],
["post", "pub"]
]
}
]
}

169
configs/sample_person_shoe_two_stage_balanced.json
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@ -1,169 +0,0 @@
{
"queue": {
"size": 8,
"strategy": "drop_oldest"
},
"graphs": [
{
"name": "person_shoe_two_stage_balanced",
"executor": {
"batch_size": 2,
"run_budget": 8
},
"nodes": [
{
"id": "in",
"type": "input_rtsp",
"role": "source",
"enable": true,
"url": "rtsp://10.0.0.49:8554/cam",
"fps": 30,
"width": 1920,
"height": 1080,
"use_mpp": true,
"force_tcp": true
},
{
"id": "pre_rgb",
"type": "preprocess",
"role": "filter",
"enable": true,
"dst_w": 1920,
"dst_h": 1080,
"dst_format": "rgb",
"dst_packed": true,
"resize_mode": "stretch",
"rga_gate": "person_shoe_two_stage_balanced",
"use_rga": true
},
{
"id": "person_det",
"type": "ai_yolo",
"role": "filter",
"enable": true,
"cpu_affinity": [4],
"use_rga": true,
"rga_gate": "person_shoe_two_stage_balanced",
"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
}
},
{
"id": "person_trk",
"type": "tracker",
"role": "filter",
"enable": true,
"cpu_affinity": [5],
"mode": "bytetrack_lite",
"per_class": true,
"track_classes": [0],
"high_th": 0.6,
"low_th": 0.15,
"iou_th": 0.3,
"max_age_ms": 700,
"min_hits": 2
},
{
"id": "shoe_det",
"type": "ai_shoe_det",
"role": "filter",
"enable": true,
"cpu_affinity": [6],
"use_rga": true,
"rga_gate": "person_shoe_two_stage_balanced",
"rga_max_inflight": 4,
"dst_packed": true,
"use_dma_input": false,
"infer_fps": 2,
"infer_phase_ms": 250,
"model_path": "./models/shoe_detector_openimages_ppe_v1.rknn",
"model_w": 640,
"model_h": 640,
"conf": 0.20,
"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": 1,
"min_person_height": 80,
"x_offset": -0.20,
"y_offset": 0.68,
"width_scale": 1.40,
"height_scale": 0.50
}
},
{
"id": "osd",
"type": "osd",
"role": "filter",
"enable": true,
"cpu_affinity": [7],
"draw_bbox": true,
"draw_text": false,
"use_rga_bbox": false,
"labels": ["person", "shoe"]
},
{
"id": "post",
"type": "preprocess",
"role": "filter",
"enable": true,
"cpu_affinity": [7],
"dst_w": 1920,
"dst_h": 1080,
"dst_format": "nv12",
"resize_mode": "stretch",
"rga_gate": "person_shoe_two_stage_balanced",
"use_rga": true
},
{
"id": "pub",
"type": "publish",
"role": "filter",
"enable": true,
"cpu_affinity": [3],
"codec": "h264",
"fps": 30,
"bitrate_kbps": 2000,
"mpp_output_timeout_ms": 50,
"mpp_packet_wait_ms": 10,
"use_mpp": true,
"outputs": [
{"proto": "rtsp_server", "port": 8555, "path": "/live/cam1"}
]
}
],
"edges": [
["in", "pre_rgb"],
["pre_rgb", "person_det"],
["person_det", "person_trk"],
["person_trk", "shoe_det", {"queue": {"size": 16, "strategy": "drop_oldest"}}],
["shoe_det", "osd", {"queue": {"size": 16, "strategy": "drop_oldest"}}],
["osd", "post", {"queue": {"size": 32, "strategy": "drop_oldest"}}],
["post", "pub", {"queue": {"size": 64, "strategy": "drop_oldest"}}]
]
}
]
}

170
configs/sample_person_shoe_two_stage_balanced_ffmpeg_decode.json
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@ -1,170 +0,0 @@
{
"queue": {
"size": 8,
"strategy": "drop_oldest"
},
"graphs": [
{
"name": "person_shoe_two_stage_balanced_ffmpeg_decode",
"executor": {
"batch_size": 2,
"run_budget": 8
},
"nodes": [
{
"id": "in",
"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
},
{
"id": "pre_rgb",
"type": "preprocess",
"role": "filter",
"enable": true,
"dst_w": 1920,
"dst_h": 1080,
"dst_format": "rgb",
"dst_packed": true,
"resize_mode": "stretch",
"rga_gate": "person_shoe_two_stage_balanced_ffmpeg_decode",
"use_rga": true
},
{
"id": "person_det",
"type": "ai_yolo",
"role": "filter",
"enable": true,
"cpu_affinity": [4],
"use_rga": true,
"rga_gate": "person_shoe_two_stage_balanced_ffmpeg_decode",
"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
}
},
{
"id": "person_trk",
"type": "tracker",
"role": "filter",
"enable": true,
"cpu_affinity": [5],
"mode": "bytetrack_lite",
"per_class": true,
"track_classes": [0],
"high_th": 0.6,
"low_th": 0.15,
"iou_th": 0.3,
"max_age_ms": 700,
"min_hits": 2
},
{
"id": "shoe_det",
"type": "ai_shoe_det",
"role": "filter",
"enable": true,
"cpu_affinity": [6],
"use_rga": true,
"rga_gate": "person_shoe_two_stage_balanced_ffmpeg_decode",
"rga_max_inflight": 4,
"dst_packed": true,
"use_dma_input": false,
"infer_fps": 2,
"infer_phase_ms": 250,
"model_path": "./models/shoe_detector_openimages_ppe_v1.rknn",
"model_w": 640,
"model_h": 640,
"conf": 0.20,
"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": 1,
"min_person_height": 80,
"x_offset": -0.20,
"y_offset": 0.68,
"width_scale": 1.40,
"height_scale": 0.50
}
},
{
"id": "osd",
"type": "osd",
"role": "filter",
"enable": true,
"cpu_affinity": [7],
"draw_bbox": true,
"draw_text": false,
"use_rga_bbox": false,
"labels": ["person", "shoe"]
},
{
"id": "post",
"type": "preprocess",
"role": "filter",
"enable": true,
"cpu_affinity": [7],
"dst_w": 1920,
"dst_h": 1080,
"dst_format": "nv12",
"resize_mode": "stretch",
"rga_gate": "person_shoe_two_stage_balanced_ffmpeg_decode",
"use_rga": true
},
{
"id": "pub",
"type": "publish",
"role": "filter",
"enable": true,
"cpu_affinity": [3],
"codec": "h264",
"fps": 30,
"bitrate_kbps": 2000,
"mpp_output_timeout_ms": 50,
"mpp_packet_wait_ms": 10,
"use_mpp": true,
"outputs": [
{"proto": "rtsp_server", "port": 8555, "path": "/live/cam1"}
]
}
],
"edges": [
["in", "pre_rgb"],
["pre_rgb", "person_det"],
["person_det", "person_trk"],
["person_trk", "shoe_det", {"queue": {"size": 16, "strategy": "drop_oldest"}}],
["shoe_det", "osd", {"queue": {"size": 16, "strategy": "drop_oldest"}}],
["osd", "post", {"queue": {"size": 32, "strategy": "drop_oldest"}}],
["post", "pub", {"queue": {"size": 64, "strategy": "drop_oldest"}}]
]
}
]
}

153
configs/sample_person_shoe_two_stage_recall.json
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@ -1,153 +0,0 @@
{
"queue": {
"size": 8,
"strategy": "drop_oldest"
},
"graphs": [
{
"name": "person_shoe_two_stage_recall",
"nodes": [
{
"id": "in",
"type": "input_rtsp",
"role": "source",
"enable": true,
"url": "rtsp://10.0.0.49:8554/cam",
"fps": 30,
"width": 1920,
"height": 1080,
"use_mpp": true,
"force_tcp": true
},
{
"id": "pre_rgb",
"type": "preprocess",
"role": "filter",
"enable": true,
"dst_w": 1920,
"dst_h": 1080,
"dst_format": "rgb",
"dst_packed": true,
"resize_mode": "stretch",
"rga_gate": "person_shoe_two_stage_recall",
"use_rga": true
},
{
"id": "person_det",
"type": "ai_yolo",
"role": "filter",
"enable": true,
"use_rga": true,
"rga_gate": "person_shoe_two_stage_recall",
"rga_max_inflight": 4,
"dst_packed": true,
"infer_fps": 3,
"model_path": "./models/yolov8n-640.rknn",
"model_version": "v8",
"model_w": 640,
"model_h": 640,
"num_classes": 80,
"conf": 0.32,
"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
}
},
{
"id": "person_trk",
"type": "tracker",
"role": "filter",
"enable": true,
"mode": "bytetrack_lite",
"per_class": true,
"track_classes": [0],
"high_th": 0.55,
"low_th": 0.12,
"iou_th": 0.3,
"max_age_ms": 800,
"min_hits": 2
},
{
"id": "shoe_det",
"type": "ai_shoe_det",
"role": "filter",
"enable": true,
"use_rga": true,
"rga_gate": "person_shoe_two_stage_recall",
"rga_max_inflight": 4,
"dst_packed": true,
"infer_fps": 2,
"model_path": "./models/shoe_detector_openimages_ppe_v1.rknn",
"model_w": 640,
"model_h": 640,
"conf": 0.20,
"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": 4,
"min_person_height": 60,
"x_offset": -0.22,
"y_offset": 0.66,
"width_scale": 1.45,
"height_scale": 0.54
}
},
{
"id": "osd",
"type": "osd",
"role": "filter",
"enable": true,
"draw_bbox": true,
"draw_text": false,
"use_rga_bbox": false,
"labels": ["person", "shoe"]
},
{
"id": "post",
"type": "preprocess",
"role": "filter",
"enable": true,
"dst_w": 1920,
"dst_h": 1080,
"dst_format": "nv12",
"resize_mode": "stretch",
"rga_gate": "person_shoe_two_stage_recall",
"use_rga": true
},
{
"id": "pub",
"type": "publish",
"role": "filter",
"enable": true,
"codec": "h264",
"fps": 30,
"bitrate_kbps": 2000,
"use_mpp": true,
"outputs": [
{"proto": "rtsp_server", "port": 8555, "path": "/live/cam1"}
]
}
],
"edges": [
["in", "pre_rgb"],
["pre_rgb", "person_det"],
["person_det", "person_trk"],
["person_trk", "shoe_det"],
["shoe_det", "osd"],
["osd", "post"],
["post", "pub"]
]
}
]
}

77
configs/sample_rtsp_preprocess_publish.json
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@ -1,77 +0,0 @@
{
"queue": {
"size": 16,
"strategy": "drop_oldest"
},
"graphs": [
{
"name": "rtsp_preprocess_publish",
"executor": {
"batch_size": 2,
"run_budget": 8
},
"nodes": [
{
"id": "in",
"type": "input_rtsp",
"role": "source",
"enable": true,
"url": "rtsp://10.0.0.49:8554/cam",
"fps": 30,
"width": 1920,
"height": 1080,
"use_mpp": true,
"force_tcp": true
},
{
"id": "pre_rgb",
"type": "preprocess",
"role": "filter",
"enable": true,
"cpu_affinity": [7],
"dst_w": 1920,
"dst_h": 1080,
"dst_format": "rgb",
"dst_packed": true,
"resize_mode": "stretch",
"rga_gate": "rtsp_preprocess_publish",
"use_rga": true
},
{
"id": "post",
"type": "preprocess",
"role": "filter",
"enable": true,
"cpu_affinity": [7],
"dst_w": 1920,
"dst_h": 1080,
"dst_format": "nv12",
"resize_mode": "stretch",
"rga_gate": "rtsp_preprocess_publish",
"use_rga": true
},
{
"id": "pub",
"type": "publish",
"role": "filter",
"enable": true,
"cpu_affinity": [3],
"codec": "h264",
"fps": 30,
"bitrate_kbps": 2000,
"mpp_output_timeout_ms": 50,
"mpp_packet_wait_ms": 10,
"use_mpp": true,
"outputs": [
{"proto": "rtsp_server", "port": 8555, "path": "/live/cam1"}
]
}
],
"edges": [
["in", "pre_rgb"],
["pre_rgb", "post", {"queue": {"size": 32, "strategy": "drop_oldest"}}],
["post", "pub", {"queue": {"size": 64, "strategy": "drop_oldest"}}]
]
}
]
}

48
configs/sample_rtsp_publish_only.json
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@ -1,48 +0,0 @@
{
"queue": {
"size": 16,
"strategy": "drop_oldest"
},
"graphs": [
{
"name": "rtsp_publish_only",
"executor": {
"batch_size": 2,
"run_budget": 8
},
"nodes": [
{
"id": "in",
"type": "input_rtsp",
"role": "source",
"enable": true,
"url": "rtsp://10.0.0.49:8554/cam",
"fps": 30,
"width": 1920,
"height": 1080,
"use_mpp": true,
"force_tcp": true
},
{
"id": "pub",
"type": "publish",
"role": "filter",
"enable": true,
"cpu_affinity": [3],
"codec": "h264",
"fps": 30,
"bitrate_kbps": 2000,
"mpp_output_timeout_ms": 50,
"mpp_packet_wait_ms": 10,
"use_mpp": true,
"outputs": [
{"proto": "rtsp_server", "port": 8555, "path": "/live/cam1"}
]
}
],
"edges": [
["in", "pub", {"queue": {"size": 64, "strategy": "drop_oldest"}}]
]
}
]
}

49
configs/sample_rtsp_publish_only_ffmpeg_decode.json
View File

@ -1,49 +0,0 @@
{
"queue": {
"size": 16,
"strategy": "drop_oldest"
},
"graphs": [
{
"name": "rtsp_publish_only_ffmpeg_decode",
"executor": {
"batch_size": 2,
"run_budget": 8
},
"nodes": [
{
"id": "in",
"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
},
{
"id": "pub",
"type": "publish",
"role": "filter",
"enable": true,
"cpu_affinity": [3],
"codec": "h264",
"fps": 30,
"bitrate_kbps": 2000,
"mpp_output_timeout_ms": 50,
"mpp_packet_wait_ms": 10,
"use_mpp": true,
"outputs": [
{"proto": "rtsp_server", "port": 8555, "path": "/live/cam1"}
]
}
],
"edges": [
["in", "pub", {"queue": {"size": 64, "strategy": "drop_oldest"}}]
]
}
]
}

106
configs/sample_shoe_detect.json
View File

@ -1,106 +0,0 @@
{
"queue": {
"size": 8,
"strategy": "drop_oldest"
},
"graphs": [
{
"name": "shoe_detector",
"nodes": [
{
"id": "in",
"type": "input_rtsp",
"role": "source",
"enable": true,
"url": "rtsp://10.0.0.49:8554/cam",
"fps": 30,
"width": 1920,
"height": 1080,
"use_mpp": true,
"force_tcp": true
},
{
"id": "pre",
"type": "preprocess",
"role": "filter",
"enable": true,
"dst_w": 1920,
"dst_h": 1080,
"dst_format": "rgb",
"resize_mode": "stretch",
"rga_gate": "shoe_detector",
"use_rga": true
},
{
"id": "shoe_det",
"type": "ai_shoe_det",
"role": "filter",
"enable": true,
"model_path": "./models/shoe_detector_openimages_ppe_v1.rknn",
"model_w": 640,
"model_h": 640,
"conf": 0.35,
"nms": 0.45,
"windows": [
{"x": 0, "y": 0, "w": 960, "h": 1080},
{"x": 960, "y": 0, "w": 960, "h": 1080}
]
},
{
"id": "trk",
"type": "tracker",
"role": "filter",
"enable": true,
"mode": "bytetrack_lite",
"per_class": true,
"track_classes": [0],
"max_age_ms": 1500,
"min_hits": 2
},
{
"id": "osd",
"type": "osd",
"role": "filter",
"enable": true,
"draw_bbox": true,
"draw_text": true,
"use_rga_bbox": false,
"labels": ["shoe"]
},
{
"id": "post",
"type": "preprocess",
"role": "filter",
"enable": true,
"dst_w": 1920,
"dst_h": 1080,
"dst_format": "nv12",
"resize_mode": "stretch",
"rga_gate": "shoe_detector",
"use_rga": true
},
{
"id": "pub",
"type": "publish",
"role": "filter",
"enable": true,
"codec": "h264",
"fps": 30,
"bitrate_kbps": 2000,
"use_mpp": true,
"outputs": [
{"proto": "rtsp_server", "port": 8555, "path": "/live/cam1"}
]
}
],
"edges": [
["in", "pre"],
["pre", "shoe_det"],
["shoe_det", "trk"],
["trk", "osd"],
["osd", "post"],
["post", "pub"]
]
}
]
}

53
docs/config_guide.md
View File

@ -459,9 +459,9 @@ input_rtsp
| 配置文件 | 说明 |
|----------|------|
| `configs/person_shoe_two_stage_recommended.json` | 单路两阶段鞋检测稳定版 |
| `configs/person_shoe_two_stage_recommended_recall.json` | 单路两阶段鞋检测高召回版 |
| `configs/person_shoe_two_stage_workshoe_alarm.json` | 单路劳保鞋颜色告警主线配置 |
| `configs/person_shoe_two_stage_workshoe_alarm_v8s_shoe640.json` | 单路劳保鞋颜色告警主线配置 |
| `configs/person_shoe_two_stage_workshoe_alarm_v8s_shoe640_strict.json` | 单路劳保鞋颜色告警严格版 |
| `configs/full_pipeline_1080p.json` | 人脸检测/识别 + 劳保鞋颜色告警完整流程 |
---
@ -478,6 +478,51 @@ input_rtsp
4. `alarm.min_hits / min_duration_ms / cooldown_ms`
目标：把“会报警”收敛成“稳一点再报警”
### 6.1 实施人员重点参数
实施时优先看下面这些参数，不建议一开始改其它项。
| 节点 | 参数 | 期望效果 | 调大后的典型结果 | 调小后的典型结果 |
|------|------|----------|------------------|------------------|
| `input_rtsp` | `use_ffmpeg / use_mpp` | 解决固定画面卡顿 | `use_ffmpeg=true` 一般更稳 | `use_mpp=true` 某些源可能卡顿 |
| `person_det` | `infer_fps` | 控制人体检测负载 | 召回更及时，但更吃 NPU | 更省资源，但人框更新更慢 |
| `person_det` | `bbox_expand.bottom` | 给脚部 ROI 留空间 | 更不容易漏脚 | 人框更紧，鞋 ROI 更容易裁偏 |
| `shoe_det` | `conf` | 控制鞋框召回和误报平衡 | 误报减少，但漏鞋增多 | 鞋框更多，但误报也更多 |
| `shoe_det.dynamic_roi` | `max_rois` | 控制每帧最多处理多少人 | 覆盖更多人，但 FPS 下降 | 更省资源，但多人时会漏掉部分鞋 |
| `shoe_det.dynamic_roi` | `min_person_height` | 过滤远景小人 | 远处小人不参与鞋检 | 更多远景人进入鞋检 |
| `shoe_det.dynamic_roi` | `max_box_area_ratio` | 过滤接近整块脚区的大误框 | 大蓝框减少 | 更容易保留整块 ROI 级误报 |
| `shoe_assoc` | `min_shoe_score` | 控制低分鞋框是否参与人鞋关联 | 低分误框减少 | 弱鞋框更容易进入后续逻辑 |
| `shoe_color` | `dark_threshold` | 控制黑鞋/非黑鞋边界 | 更多深灰鞋被判合规 | 更多鞋会被判非黑鞋 |
| `alarm` | `min_duration_ms` | 控制要稳定多久才报警 | 更稳，但慢一点 | 更灵敏，但更容易闪报 |
| `alarm` | `cooldown_ms` | 控制两次告警间隔 | 减少重复告警 | 同一事件会更频繁重复报 |
### 6.2 推荐调参动作
现场遇到问题时，优先按下面方式处理：
- 鞋子漏报多：
- 先降低 `shoe_det.conf`
- 再降低 `shoe_assoc.min_shoe_score`
- 必要时降低 `dynamic_roi.min_person_height`
- 蓝框误报多：
- 先提高 `shoe_det.conf`
- 再提高 `shoe_assoc.min_shoe_score`
- 如出现整块脚区级误框，再降低 `max_box_area_ratio`
- 黑色劳保鞋被误报：
- 提高 `shoe_color.dark_threshold`
- 非黑鞋不报警：
- 降低 `shoe_color.dark_threshold`
- 检查 `alarm.min_score`
- 检查 `alarm.min_duration_ms / min_hits`
- 完整流程 FPS 不够：
- 先降低 `face_det.infer_fps`
- 再降低 `face_recog.infer_fps`
- 再考虑降低 `dynamic_roi.max_rois`
---
## 7. 常见问题
@ -490,7 +535,7 @@ input_rtsp
优先检查：
- 是否跑的是 `person_shoe_two_stage_workshoe_alarm.json`
- 是否跑的是 `person_shoe_two_stage_workshoe_alarm_v8s_shoe640.json`
- `alarm.rules[].class_ids` 是否包含 `2`
- `min_score / min_hits / min_duration_ms` 是否过严

34
docs/deployment.md
View File

@ -153,18 +153,6 @@ sudo ./scripts/ops.sh ddr-restore
对高位监控、烟雾多、偶发 H.264 参考帧异常的 RTSP 源，优先使用 `FFmpeg CPU decode + MPP encode` 组合。
推荐配置：
```bash
./build/media-server -c configs/person_shoe_two_stage_recommended.json
```
如需直接启用“缺鞋”判定和按人冷却告警，可使用：
```bash
./build/media-server -c configs/person_shoe_two_stage_recommended_alarm.json
```
如果业务目标是“只关心已检测到的鞋是否为黑色劳保鞋”，优先使用当前主线配置：
```bash
@ -185,9 +173,29 @@ sudo ./scripts/ops.sh ddr-restore
- 适用场景：源流在 VLC 中播放正常，但项目内 `ffmpeg demux + mpp decode` 会出现固定画面卡顿
- 当前业务目标：只对“检测到鞋，但颜色不符合黑色劳保鞋要求”的目标告警
现场实施时，优先修改这些参数：
- 鞋漏报多：
- `shoe_det.conf`
- `shoe_assoc.person_shoe_check.min_shoe_score`
- `dynamic_roi.min_person_height`
- 蓝框误报多：
- `shoe_det.conf`
- `shoe_assoc.person_shoe_check.min_shoe_score`
- `dynamic_roi.max_box_area_ratio`
- 黑鞋被误报：
- `shoe_color.color_check.dark_threshold`
- 告警太频繁：
- `alarm.rules[].min_duration_ms`
- `alarm.rules[].cooldown_ms`
- 完整流程 FPS 不够：
- `face_det.infer_fps`
- `face_recog.infer_fps`
- `dynamic_roi.max_rois`
排障建议：
- 若 `configs/sample_rtsp_publish_only.json` 会卡，但 VLC 直接拉原始 RTSP 源不卡，优先切到 FFmpeg 解码版验证
- 若 VLC 直接拉原始 RTSP 源不卡，而项目内画面会在固定位置卡顿，优先切到 `use_ffmpeg: true`、`use_mpp: false`
- 若 FFmpeg 解码版不卡，则说明问题主要在 MPP 解码兼容性，而不是 AI 链路或发布链路
### 4. 卸载