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chineseocr
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运用unet实现对文档表格的自动检测,表格重建

实现功能

  • [x] 支持GPU,CPU(opencv dnn加速);
  • [ ] 整合darknet-ocr完成对表格的重建,输出json\excel

编译对GPU的支持

git clone https://github.com/pjreddie/darknet.git ../darknet
cp Makefile ../darknet
cd ../darknet && make

下载text.weights模型文件

模型文件地址: http://59.110.234.163:9990/static/models/table-ocr/table.weights
拷贝table.weights文件到models目录

训练(tensorflow2.0版本训练)

https://github.com/chineseocr/table-detect.git

测试

python3 table.py -jpgPath test/dd.jpg 

识别结果展示

横线竖线检测

单元格输出

参考

  1. darket https://github.com/pjreddie/darknet.git
  2. darknet-ocr https://github.com/chineseocr/darknet-ocr.git
  3. chineseocr https://github.com/chineseocr/chineseocr.git

技术支持

mail:[email protected]
wechat:lywen52

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