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本文基于tensorflow、keras实现对自然场景的文字检测及端到端的OCR中文文字识别

环境部署

cython nms

python2.7

tensorflow=1.3

keras==2.0.8

安装运行 sh setup.sh

文字检测

文本检测参考: 或者参考作者的博客blog

OCR 端到端识别:GRU+CTC

ocr识别采用GRU+CTC端到到识别技术,实现不分隔识别不定长文字

识别结果展示

文字检测

CTC-OCR 文字识别

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  • Python 59.2%
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