https://github.com/xialuxi/yolov5-car-plate

基于yolov5的车牌检测，包含车牌角点检测
https://github.com/xialuxi/yolov5-car-plate

siou-loss

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基于yolov5的车牌检测，包含车牌角点检测

• Host: GitHub
• URL: https://github.com/xialuxi/yolov5-car-plate
• Owner: xialuxi
• License: gpl-3.0
• Created: 2021-05-11T08:56:22.000Z (almost 4 years ago)
• Default Branch: master
• Last Pushed: 2022-06-08T07:00:57.000Z (almost 3 years ago)
• Last Synced: 2024-08-02T01:23:26.432Z (9 months ago)
• Topics: siou-loss
• Language: Python
• Homepage:
• Size: 1.18 MB
• Stars: 151
• Watchers: 4
• Forks: 40
• Open Issues: 20
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-yolo-object-detection - xialuxi/yolov5-car-plate - car-plate?style=social"/> : 基于yolov5的车牌检测，包含车牌角点检测。 (Object Detection Applications)
• awesome-yolo-object-detection - xialuxi/yolov5-car-plate - car-plate?style=social"/> : 基于yolov5的车牌检测，包含车牌角点检测。 (Applications)

README

        
#yolov5-car-plate  

#基于yolov5的车牌检测， 包含训练代码和测试代码  

+ 测试模型采用ccpd的部分数据集训练得到的， 仅仅训练了十几个epoch。

+ 测试的效果图为result.jpg

+ 检测效果图:

   * ![检测效果图](https://github.com/xialuxi/yolov5-car-plate/blob/master/result.jpg)

   * ![车牌矫正效果图](https://github.com/xialuxi/yolov5-car-plate/blob/master/result_warp.jpg)

+ 其它说明请参考：[人脸关键点检测](https://github.com/xialuxi/yolov5_face_landmark)

+ 测试模型放在百度云盘上 链接: https://pan.baidu.com/s/1NcZNNzFxk91d7V-2Qz-8-A  密码: vd4j

+ 可以去掉检测框的预测，仅使用极值点来做车牌检测。

+ SIoU Loss : https://arxiv.org/pdf/2205.12740.pdf