Skip to content

A toy project I wrote to practice using Theano to create a lenet-like CNN, which recognizes naive CAPTCHAs used by my school's online system. Just a toy project :)

License

cuixue/CAPTCHA_recog

 
 

Repository files navigation

CAPTCHA_recog

This a toy project I wrote to practice using Theano to create a lenet-like CNN, which recognizes naive CAPTCHAs used by my school's online system. Just a toy project to practice CNN and github :)

test.py and and model.dat will be enough for a demo if you are not interested in the details.

Open your terminal, and cd to the project directory, enter

	python test.py

and it will load a CAPTCHA from http://mis.teach.ustc.edu.cn/userinit.do (this is my school's online teaching system) and show recognition results.

Prerequisites for test.py:

  • Python 2.7 (ipython is recommended for usability)
  • Theano-v0.7 (no guarantee for any other version, for Theano always changes when a new version is released).
  • model.dat, this file is essential for test.py to reconstruct the trained model.

About

A toy project I wrote to practice using Theano to create a lenet-like CNN, which recognizes naive CAPTCHAs used by my school's online system. Just a toy project :)

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • Python 90.1%
  • MATLAB 9.9%