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Breaking a captcha (based on pictures of humans and non-humans)

This code is intended as a fun project to gain familiarity with the basics of machine learning algorithms. The particular example is the captcha provided on the APS website avoiding automated access to peer-reviewed articles. The authors of the code have no intent in performing bulk-downloads of paywall-blocked data or any related illegal activity.

Installation

Requirements:

To install simply execute setup script:

$ python setup.py install

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some sample code to break captchas

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  • Python 81.7%
  • JavaScript 16.0%
  • Shell 2.3%