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Leveraging machine learning for breaking captcha challenges

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Leveraging machine learning for breaking captcha challenges

Check the ipython notebook and the presentation(the pdf file). The notebook includes the random generation of some "easy" captchas and the pipeline of a ML procedure (using SVM) to learn and predict captchas of this type. A simple web form is included in order to get the image and then test it.

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Leveraging machine learning for breaking captcha challenges

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  • Jupyter Notebook 97.6%
  • Other 2.4%