深度学习OCR识别源码

深藏阁楼爱情的钟 2022-12-29 04:54 125阅读 0赞

相关资源

1、[主流深度学习OCR文字识别方法对比：Tesseract（LSTM）、CTPN+CRNN、Densenet][OCR_Tesseract_LSTM_CTPN_CRNN_Densenet]

2、[Opencv调用EAST场景文字检测模型进行文字检测（附Python，C++代码）][Opencv_EAST_Python_C]

源码：  
1、[本文基于tensorflow、keras/pytorch实现对自然场景的文字检测及端到端的OCR中文文字识别：  
https://github.com/xiaofengShi/CHINESE-OCR][tensorflow_keras_pytorch_OCR_ https_github.com_xiaofengShi_CHINESE-OCR]

这个源码在windows下运行坑太多了，配置了三天环境才配置好。需要看github上的一些说明。以及下载一些东西。  
[基于CHINESE-OCR——附相关资源下载][CHINESE-OCR]

2、[本项目基于yolo3与crnn 实现中文自然场景文字检测及识别：  
https://github.com/chineseocr/chineseocr][yolo3_crnn _ https_github.com_chineseocr_chineseocr]

# CTPN文本检测 #

[CTPN文本检测与tensorflow实现][CTPN_tensorflow]

[文字检测与识别资料整理（数据库，代码，博客）【持续更新】][Link 1]

# 环境安装 #

https://blog.csdn.net/qq\_41375318/article/details/102483339

[OCR_Tesseract_LSTM_CTPN_CRNN_Densenet]: https://blog.csdn.net/lovebyz/article/details/84959818
[Opencv_EAST_Python_C]: https://blog.csdn.net/jkjj2015/article/details/87621668?utm_medium=distribute.pc_relevant.none-task-blog-BlogCommendFromMachineLearnPai2-1.control&depth_1-utm_source=distribute.pc_relevant.none-task-blog-BlogCommendFromMachineLearnPai2-1.control
[tensorflow_keras_pytorch_OCR_ https_github.com_xiaofengShi_CHINESE-OCR]: https://github.com/xiaofengShi/CHINESE-OCR
[CHINESE-OCR]: https://www.jianshu.com/p/58671f61e886
[yolo3_crnn _ https_github.com_chineseocr_chineseocr]: https://github.com/chineseocr/chineseocr
[CTPN_tensorflow]: https://blog.csdn.net/linchuhai/article/details/84191406?utm_medium=distribute.pc_relevant_t0.none-task-blog-BlogCommendFromMachineLearnPai2-1.control&dist_request_id=&depth_1-utm_source=distribute.pc_relevant_t0.none-task-blog-BlogCommendFromMachineLearnPai2-1.control
[Link 1]: https://www.cnblogs.com/lillylin/p/6893500.html