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Mobilenet-SSD License Plate Detection & Recognition

This is a project for license plate detection using mobilenet-ssd.

Last Update: add mssd512_voc.caffemodel with high accuracy and low complexity

  • Accuracy : 94.6%.
  • Speed : 180ms(multi-cores) on 720P images.(OpenCV 4.0)

Install

  • Caffe-SSD or Opencv 4.0
Note: 使用OpneCV 4.0 中的DNN模块 无需安装Caffe.

Results

Recognition Demo

简单的结合HyperLPR中的端到端模型,可以简单的实现车牌识别:

r2

r1

About

基于Retinaface车牌检测,全新模型仅1.8MB.

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  • C++ 73.5%
  • Python 25.7%
  • CMake 0.8%