54ac754660
- Add models/README.md with model file information - Add scripts/setup-models.sh for easy model linking - Document how to obtain and setup model files
44 lines
1.8 KiB
Markdown
44 lines
1.8 KiB
Markdown
# 模型文件目录
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此目录用于存放 AI 检测模型文件。
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## 模型清单
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| 模型 | 文件名 | 来源 | 大小 |
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|------|--------|------|------|
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| 火灾检测 | `fire_detection/best.pt` | fire_detection/models/best.pt | ~61MB |
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| 安全帽检测 | `helmet_detection/yolov8n.pt` | yolov/yolov8n.pt | ~6MB |
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| 人群检测 | `crowd_detection/yolov8l.pt` | behavior_detection/Crowd-Gathering/models/yolov8l.pt | ~100MB |
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| 抽烟检测 | `smoking_detection/smoking_yolov8n.pt` | behavior_detection/smoker-detection/models/smoking_yolov8n.pt | ~6MB |
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| 徘徊检测 | `loitering_detection/yolov8n.pt` | behavior_detection/Loitering-Detection/yolov8n.pt | ~6MB |
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## 设置模型
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### 方式1: 符号链接（开发环境）
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```bash
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# 在项目根目录执行
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ln -sf /path/to/fire_detection/models/best.pt models/fire_detection/
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ln -sf /path/to/yolov/yolov8n.pt models/helmet_detection/
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ln -sf /path/to/behavior_detection/Crowd-Gathering/models/yolov8l.pt models/crowd_detection/
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ln -sf /path/to/behavior_detection/smoker-detection/models/smoking_yolov8n.pt models/smoking_detection/
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ln -sf /path/to/behavior_detection/Loitering-Detection/yolov8n.pt models/loitering_detection/
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```
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### 方式2: 复制文件
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```bash
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cp /path/to/fire_detection/models/best.pt models/fire_detection/
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cp /path/to/yolov/yolov8n.pt models/helmet_detection/
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cp /path/to/behavior_detection/Crowd-Gathering/models/yolov8l.pt models/crowd_detection/
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cp /path/to/behavior_detection/smoker-detection/models/smoking_yolov8n.pt models/smoking_detection/
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cp /path/to/behavior_detection/Loitering-Detection/yolov8n.pt models/loitering_detection/
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```
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### 方式3: 使用初始化脚本
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```bash
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bash scripts/setup-models.sh
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```
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## 注意
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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。
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