364b4ac189
Add 5 YOLO model files for video detection: - fire_detection/best.pt (61MB) - YOLOv10 fire and smoke detection - helmet_detection/yolov8n.pt (6.2MB) - YOLOv8 helmet detection - crowd_detection/yolov8l.pt (84MB) - YOLOv8 crowd gathering detection - smoking_detection/smoking_yolov8n.pt (5.9MB) - YOLOv8 smoking detection - loitering_detection/yolov8n.pt (6.2MB) - YOLOv8 loitering detection Configure Git LFS to track *.pt files Update .gitignore to allow .pt files (now managed by LFS)
模型文件目录
此目录用于存放 AI 检测模型文件。
模型清单
| 模型 | 文件名 | 来源 | 大小 |
|---|---|---|---|
| 火灾检测 | fire_detection/best.pt |
fire_detection/models/best.pt | ~61MB |
| 安全帽检测 | helmet_detection/yolov8n.pt |
yolov/yolov8n.pt | ~6MB |
| 人群检测 | crowd_detection/yolov8l.pt |
behavior_detection/Crowd-Gathering/models/yolov8l.pt | ~100MB |
| 抽烟检测 | smoking_detection/smoking_yolov8n.pt |
behavior_detection/smoker-detection/models/smoking_yolov8n.pt | ~6MB |
| 徘徊检测 | loitering_detection/yolov8n.pt |
behavior_detection/Loitering-Detection/yolov8n.pt | ~6MB |
设置模型
方式1: 符号链接（开发环境）
# 在项目根目录执行
ln -sf /path/to/fire_detection/models/best.pt models/fire_detection/
ln -sf /path/to/yolov/yolov8n.pt models/helmet_detection/
ln -sf /path/to/behavior_detection/Crowd-Gathering/models/yolov8l.pt models/crowd_detection/
ln -sf /path/to/behavior_detection/smoker-detection/models/smoking_yolov8n.pt models/smoking_detection/
ln -sf /path/to/behavior_detection/Loitering-Detection/yolov8n.pt models/loitering_detection/
方式2: 复制文件
cp /path/to/fire_detection/models/best.pt models/fire_detection/
cp /path/to/yolov/yolov8n.pt models/helmet_detection/
cp /path/to/behavior_detection/Crowd-Gathering/models/yolov8l.pt models/crowd_detection/
cp /path/to/behavior_detection/smoker-detection/models/smoking_yolov8n.pt models/smoking_detection/
cp /path/to/behavior_detection/Loitering-Detection/yolov8n.pt models/loitering_detection/
方式3: 使用初始化脚本
bash scripts/setup-models.sh
注意
模型文件较大，未包含在 Git 仓库中。请从原始位置复制或创建符号链接。