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hyperlpr's Introduction

HyperLPR Alpha

基于深度学习的实时车牌识别项目,目前还在开发过程中。 ###特点(已实现和待实现):


  • 车牌定位,判断,识别模块之间相互独立,支持多种识别方式。可自由调配。
  • 实时,一张720p图像识别速度在 40-50ms 左右,可对视频流进行实时识别。
  • 支持大角度车牌,倾斜车牌。
  • 仅包含头文件,移植方便。
  • 使用卷积神经网络识别字符。
  • 混淆字符处理。
  • 前置图像增强。
  • 支持基于深度学习的end-to-end端到端的识别,无需分割车牌字符。

###依赖:


  • OpenCV
  • tiny_cnn(已包含)
  • TBB(可选)

###测试使用方法:


将Hyperlpr目录移动至所需的项目目录,并且包含"hyperlpr.h"头文件即可。

###样张测试(数据来源于EasyPR测试集):


5 5 5 5 5 5 5 5 5 5 5 5 5 ###Anthor:


  • Jack Yu

hyperlpr's People

Contributors

szad670401 avatar

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