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works in real-time with detection and recognition accuracy up to 99.8% for Chinese license plates: 100 ms/plate

C++ 99.18% C 0.82%

license-plate-detect-recognition-via-deep-neural-networks-accuracy-up-to-99.9's Introduction

License-Plate-Detect-Recognition-via-Deep-Neural-Networks-accuracy-up-to-99.9

works in real-time with detection and recognition accuracy up to 99.8% for Chinese license plates: 100 ms/plate!

正在整理文档 后面全部开放出来文档和全部资料。

整个大车牌检测基于haar+cascade的检测或者mtcnn的检测,

车牌识别技术详解六--基于Adaboost+haar训练的车牌检测

mtcnn检测到车牌之后,通过回归得到四个角点,做透视变换对齐得到水平车牌,实测可以处理角度非常偏的车牌,

image 单个车牌字符分割是基于haar+cascade加上逻辑筛选,

https://blog.csdn.net/zhubenfulovepoem/article/details/12344639 车牌识别技术详解三--字符检测的正负样本得取(利用鼠标画框抠图) https://blog.csdn.net/zhubenfulovepoem/article/details/12345539 车牌识别技术详解四--二值化找轮廓做分割得样本(车牌分割,验证码分割)

识别支持全图识别和单个字符分割识别:全图识别是基于lstm+ctc。

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image 欢迎交流:加QQ群 图像处理分析机器视觉 109128646

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