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2+ # 工程解析
3+
4+ 完整工程实现如下:
5+
6+ ```
7+ ├── docs # 说明文档
8+ ├── imgs # 测试图像
9+ ├── LICENSE
10+ ├── mkdocs.yml
11+ ├── py
12+ │ ├── car_detector.py # 检测器实现
13+ │ ├── finetune.py # 卷积神经网络微调训练
14+ │ ├── __init__.py
15+ │ ├── linear_svm.py # 分类器训练
16+ │ ├── requirements.txt # python工程依赖
17+ │ ├── selectivesearch.py # 选择性搜索算法实现
18+ │ └── utils
19+ │ ├── data
20+ │ │ ├── create_classifier_data.py # 创建分类器训练数据
21+ │ │ ├── create_finetune_data.py # 创建模型微调训练数据
22+ │ │ ├── custom_batch_sampler.py # 自定义批量采样器
23+ │ │ ├── custom_classifier_dataset.py # 自定义分类器数据集类
24+ │ │ ├── custom_finetune_dataset.py # 自定义微调数据集类
25+ │ │ ├── custom_hard_negative_mining_dataset.py # 自定义负样本挖掘数据集类
26+ │ │ ├── __init__.py
27+ │ │ ├── pascal_voc_car.py # 解析VOC car数据集
28+ │ │ ├── pascal_voc.py # 下载并解析VOC数据集
29+ │ ├── __init__.py
30+ │ └── util.py # 常用辅助函数
31+ ├── README.md
32+ └── requirements.txt
33+ ```
Original file line number Diff line number Diff line change @@ -30,6 +30,7 @@ extra_javascript:
3030# 导航
3131nav :
3232 - Home : index.md
33+ - 工程解析 : ' ./工程解析.md'
3334 - ' 算法解析 ' : ' ./算法解析.md'
3435 - ' 数据集 ' :
3536 - ' 创建 ' : ' ./create_data.md'
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