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介绍

  • 电子科技大学--信息与通信工程学院课程--综合课程设计--车牌识别项目
  • 本项目采用MTCNN+STN+LPRNet的方案
  • MTCNN进行车牌检测及定位，STN进行仿射变换，LPRNet进行字符识别

使用

  • 运行main对data/images和data/ccpd_images内的图片进行测试
  • images是老师提供的2023测试集
  • ccpd_images是ccpd数据集中的图片

训练

train_Onet.py train_Pnet.py和LPRNet文件夹内是训练代码

development

  • install pytorch at: https://pytorch.org/
  • see requirements.txt for dependencies
  • or run command: pip install -r requirements.txt

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