IE.Recaptcha

A project made by students of IE NITK. Two CNNs are implemented in this model, one of them solves CAPTCHAs generated by Python's ImageCaptcha Library and the other model solves CAPTCHAs generated by JAVA's SimpleCaptcha Captcha Library.

Snapshot of WebApp

Python Captchas Using captcha

Java Captchas Using SimpleCaptcha

Custom CNN Architecture Performance

• The Model was trained on SimpleCaptcha Generated text-based CAPTCHAs

• The following plots were obtained : -
  

  • Training Accuracy over 30 Epochs = 87.55%

  

  • Training Loss over 30 Epochs

  

Made with ❤️

Mentors

• dwaipayan05
• Shreesha-B

Mentees

• thedragoncoder
• AK271