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者也 - 知乎 倒立的文字 汉字验证码识别程序

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者也 - 知乎汉字验证码识别程序

知乎用户登录会要求识别一个古怪的验证码

https://www.zhihu.com/captcha.gif?type=login&lang=cn

image

此项目包含

  • 字模生成训练集合 GenerateTrainingSet.ipynb
  • 训练卷积神经网络 keras.ipynb
  • 高斯混合模型切图 GMM.ipynb

在线测试地址 http://zheye.74ls74.org/

如何调用

安装依赖

git clone --depth=1 https://github.com/muchrooms/zheye.git
cd zheye
pip install -r requirements.txt

使用方法

from zheye import zheye
z = zheye()
positions = z.Recognize('path/to/captcha.gif')

验证集精度99.4%, 召回率99.2%, 欢迎指教, 欢迎issue

WTFPL

http://www.wtfpl.net/

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者也 - 知乎 倒立的文字 汉字验证码识别程序

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  • Jupyter Notebook 98.9%
  • Python 1.1%