.
├── Face-Img_Filter	 						# 项目名称
│   ├── util								# 工具包
│   │   ├── time_format.py					# 时间格式化
│   │   ├── classify_parse.py				# 分类解析
│   │   └── img_fix.py						# 图片修复
│   ├── sample								# 样本图片集
│   ├── face_img_filter.py					# 主程序文件
│   ├── setup.cfg							# pre-commit CI检查源配置文件
│   ├── .pre-commit-config.yaml				# pre-commit配置文件
│   ├── LICENSE								# 项目许可
│   ├── .gitignore							# git忽略文件
│   ├── README.md							# 项目说明
│   ├── yolov8_widerface.md					# 基于yolov8的widerface人脸检测教程
│   ├── yolov8_classify.md					# 基于yolov8的人脸属性分类教程
│   └── requirements.txt					# 脚本依赖包

conda create -n yolo python==3.9
conda activate yolo # 进入环境

git clone https://gitee.com/CV_Lab/face-img-filter.git

cd face-img-filter
pip install -r ./requirements.txt -U

# 人脸过滤
python face_img_filter.py -ir ./origin_img_path -it ./target_img_path

# 调节置信度阈值
python face_img_filter.py -ir ./origin_img_path -it ./target_img_path -cf 0.8

# 调节IoU阈值
python face_img_filter.py -ir ./origin_img_path -it ./target_img_path -iu 0.6

# 调节推理尺寸
python face_img_filter.py -ir ./origin_img_path -it ./target_img_path -is 320

# 更换人脸检测模型
python face_img_filter.py -ir ./origin_img_path -it ./target_img_path -fm ./custom_face_model.pt

# 性别过滤(默认为man)
python face_img_filter.py -ir ./origin_img_path -it ./target_img_path -gc -gn woman

# 更换人脸性别分类模型
python face_img_filter.py -ir ./origin_img_path -it ./target_img_path -gc -gn woman -gm ./face_gender_model.pt

{0: 'man', 1: 'woman'}

# 年龄过滤(默认为Youth)
python face_img_filter.py -ir ./origin_img_path -it ./target_img_path -ac -an Teenagers

# 更换人脸年龄分类模型
python face_img_filter.py -ir ./origin_img_path -it ./target_img_path -ac -an Teenagers -am ./face_age_model.pt

{0: 'Children', 1: 'Elderly', 2: 'Infants', 3: 'Middle', 4: 'Teenagers', 5: 'Youth'}