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All Projects → hpc203 → license-plate-detect-recoginition-pytorch

hpc203 / license-plate-detect-recoginition-pytorch

Licence: other
深度学习车牌检测与识别，检测结果包含车牌矩形框和4个角点，基于pytorch框架运行

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python
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pytorchlicense-plate-recognitionlicense-plate-detectiondetect-corners

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license-plate-detect-recoginition-pytorch

深度学习车牌检测与识别，检测结果包含车牌矩形框和4个角点，基于pytorch框架运行， 主程序是detect_rec_img.py，运行程序前需要确保您的机器安装了pytorch

车牌识别模块，可以更换成crnn网络做识别，也可以更换到传统图像处理方法分割字符后逐个字符识别， 在这个车牌检测和识别系统里，我觉得最重要的是前面的车牌检测与矫正模块，因为如果前面没做好， 那么后面输入到车牌识别模块里的图片是一个倾斜的车牌，这时候输出结果就出错了。

对于车牌检测，也可以使用图像分割的思想，例如使用UNet语义分割网络，分割出车牌， 二值化然后查找连通域，计算4个顶点

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