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Chinese_Handwriting_Recognition

HEBUT大四上学期校内实习项目 基于OpenCV和CNN的汉字手写识别系统

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项目介绍

  1. Model

    • HWDB1.0数据集处理脚本 (hwdb.py)

      数据集下载地址: http://www.nlpr.ia.ac.cn/databases/handwriting/Download.html

    • MobileNet V2网络结构

    • 添加了一个基于LeNet5的基础版本 (\LeNet5)

    • 模型训练测试 (train.py test.py)

    • 基于水平垂直投影分割的位置检测 (projection_detect.py）

  2. Server
    • 基于Flask的服务端 (server.py)
  3. Web
    • 用户端网页展示 (index.html multiple.html)
    • 基于Canvas的网页手写输入

在线演示 (不确保正常运行)

https://wangjiayi.cool/ocr/

未来计划（还不知道什么时候再研究）

  • 扩大训练集，支持更多常用汉字
  • 训练Detect模型，替换掉现有的分割算法
  • 优化网络结构

chinese_handwriting_recognition's People

Contributors

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Stargazers

avatar 张志诚 avatar avatar avatar avatar Neo avatar Shrek102930 avatar avatar Wenyi-Zheng avatar avatar

Watchers

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