强智教务系统验证码识别
License: MIT License
/Java 目录下提供切割对比方式识别
/PHP 目录下提供切割对比方式识别
/Python 目录下提供CNN方式与OpenCV方式识别
/JavaScript 目录下提供强智网页自动识别验证码油猴插件
教务系统版本有所不同
我们学校的验证码只有['1', '2', '3', 'b', 'c', 'm', 'n', 'v', 'x', 'z']字符
图像大小为 22*62 类似于下图
以供CNN作测试集使用的128张验证码为标本测试识别率
| Python CNN | Python CV | PHP CM | Java CM | JavaScript CM |
|---|---|---|---|---|
| 96.87% | 100.00% | 100.00% | 100.00% | 100.00% |
二进制读入单通道
cv2.imdecode(np.frombuffer(img, np.uint8), cv2.IMREAD_COLOR)
图片nparray转list
img.tolist()
图片list转nparray
np.asarray(arr,dtype = np.uint8)
可以做个油猴脚本（试图搞事）
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.