• Stars
    star
    510
  • Rank 86,627 (Top 2 %)
  • Language
    Python
  • Created almost 5 years ago
  • Updated over 2 years ago

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Repository Details

运用unet实现对文档表格的自动检测,表格重建

实现功能

  • 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://gofile.me/4Nlqh/fNHlWzVWo 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