# zheye

**Repository Path**: wang3960/zheye

## Basic Information

- **Project Name**: zheye
- **Description**: 者也 - 知乎 倒立的文字 汉字验证码识别程序
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 1
- **Forks**: 1
- **Created**: 2019-07-16
- **Last Updated**: 2022-05-03

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

![image](https://raw.githubusercontent.com/muchrooms/zheye/master/logo.png)

# 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](https://raw.githubusercontent.com/muchrooms/zheye/master/zhihu.png)

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

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

使用方法

```python
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/