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captchakerascnn's Introduction

Captcha Solver using CNN

Generates captcha images, and trains an CNN to ouput the string showed in a captcha image.

Specifics

  • Implemented in Keras (using TensorFlow backend).
  • Each character in the captcha is classified "individually".
  • Train / test sets are normalized using 255 as numerator since images RBG channels have a maximum and minimun value of 255 and 0, respectively.

Dependencies

  • TensorFlow or Theano
  • Keras
  • pandas
  • numpy
  • captcha

Does it work?

Not really, current results aren't usable in any online captcha.

captchakerascnn's People

Contributors

claudio9701 avatar a-regal avatar

Stargazers

Shavell avatar

Watchers

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Forkers

luiscano95

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