# 文件夹说明
img:GUI界面运行图片
img_out:检测结果图片保存文件夹
imgs:测试图片集
logs:权重文件
map_out:模型评估结果
model_data:预训练模型
nets:YOLOX-CBAM网络结构
utils:分析数据集工具
venv:虚拟环境文件
video_out:视频检测结果保存文件夹
VOCdevkit:数据集文件
# py文件说明:
get_map.py:获取模型评估结果
gui.py:GUI界面
summary.py:查看网络结构
train.py:训练数据集代码
voc_annotation.py:数据集划分
yolo.py:检测器
# 其他文件说明:
2007_train.txt:划分数据集后得到的训练图片文件名
2007_val.txt:划分数据集后得到的验证图片文件名
requirements.txt:系统运行所需库名
video_test.mp4:测试视频
# 划分数据集:
运行VOCdevkit\VOC2007中的voc_get_main.py文件获取trainval.txt、test.txt、train.txt、val.txt文件。
```python
python .\VOCdevkit\VOC2007\voc_get_main.py
```
运行主目录下的voc_annotation.py得到2007_train.txt和2007_val.txt。
```python
python .\voc_annotation.py
```
# 训练数据集:
运行train.py文件对数据集进行训练
```python
python .\train.py
```
# 获取模型评估结果:
运行get_map.py文件对数据集进行训练
```python
python .\get_map.py
```
# 运行GUI界面:
运行gui.py文件对数据集进行训练
```python
python .\gui.py
```
# 使用教程:
见使用说明文档。
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