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batchchineseocr's Introduction

批量自然场景中文OCR工具

能批量侦测图片中的中文并识别

介绍

  • 文本检测使用YOLO3网络,tf2实现

  • OCR使用CRNN,Pytorch实现

  • 附带文本方向检测工具,tf2实现

使用

  1. 安装环境

    由于此项目两个框架共存,安装时需注意tf和pytorch版本!

    推荐

    pip install tensorflow-gpu==2.0.0

    conda install pytorch==1.2.0 torchvision==0.4.0

    cuda == 10.0

    cudnn == 7.4.2

    其他依赖安装

    pip install -r requirements.txt -i https://pypi.tuna.tsinghua.edu.cn/simple

  2. 下载模型

    模型下载地址: 百度云

    提取码: ebzj

  3. 使用说明(默认使用GPU)

    角度检测,文本检测,OCR三个模块推荐分别运行,以最大化批运算速度,脚本内有详细示例说明用法。

batchchineseocr's People

Contributors

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