第二十一章 车牌识别

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教学资料

  • 教学参考
  • 课件
  • 小清爱提问:机器如何识别车牌[1]
  • 小清爱提问:什么是YOLO模型[]


扩展阅读

  • AI100问:什么是YOLO模型
  • AI100问:机器如何识别车牌


视频展示

  • YOLO visulaization [2]
  • YOLO-v3 [3]


演示链接

  • 旷世科技在线演示[4]
  • 云脉展示[5]
  • 薪火科技[6]
  • DTK车牌识别在线演示[7]
  • Tanar Automatic Number Plate Reader System [8]


开发者资源

  • OpenCV 车牌识别流程和样例程序[9][10]
  • 基于Yolo v4的车牌识别 [11]
  • ALPR in Unscontrained Scenarios [12]


高级读者

  • Arafat M Y, Khairuddin A S M, Khairuddin U, et al. Systematic review on vehicular licence plate recognition framework in intelligent transport systems[J]. IET Intelligent Transport Systems, 2019, 13(5): 745-755. [13]
  • Srikanth P, Kumar A. Automatic vehicle number plate detection and recognition systems: Survey and implementation[M]//Autonomous and Connected Heavy Vehicle Technology. Academic Press, 2022: 125-139. [14]
  • Zherzdev S, Gruzdev A. Lprnet: License plate recognition via deep neural networks[J]. arXiv preprint arXiv:1806.10447, 2018. [15]
  • Xie L, Ahmad T, Jin L, et al. A new CNN-based method for multi-directional car license plate detection[J]. IEEE Transactions on Intelligent Transportation Systems, 2018, 19(2): 507-517. [16]
  • J. Redmon, S. Divvala, R. Girshick, A. Farhadi You only look once: unified, real-time object detection Proc. IEEE Conf. Comput. Vis. Pattern Recognit. (2016), pp. 779-788 [17]