SecureImage Solver

Uses convolutional neural networks to solve CAPTCHA images generated by SecureImage library in php with an accuracy of 90%. Bits and pieces taken from Patrick Li's project.

Requirements

• Python 3.5-3.7 (64-bit)
• pip 19.0 or later
• Ubuntu 16.04 or later (64-bit)
• macOS 10.12.6 (Sierra) or later (64-bit) (no GPU support)
• Windows 7 or later (64-bit) (Python 3 only)
• Raspbian 9.0 or later

Usage

Clone/Download the repository & install by running python setup.py install

• Get solution for an image.

  import captcha_api
  captcha_api.predict('/path/to/image.png')

• Generate random images for testing.

  $> php securimage_solver/secureimage_show.php
  

Examples of CAPTCHAs that have been successfully solved:

License

The mighty MIT license. Check License file for more info.