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aadityatamrakar / captcha_ai

ML program to decode text from captcha images.

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pythonsklearnscikit-learnmatplotlib

Captcha Solver

This is simple captcha solver for a particular type of captchas (Shown below). Eg.

image image
image enter image description here

Demo Video

IMAGE ALT TEXT

Steps

  1. Remove Padding/ Remove Whitespace Area
  2. image enter image description here enter image description here enter image description here enter image description here enter image description here Break Letter
  3. image image image image image image Rotate Letters
  4. Remove Padding and Stretch to Default Size
  5. Convert image to pixel data and send for prediction in python.
  6. R F K T G F => Result Captcha

Captcha Solver Accuracy - 99.7 %

About

ML program to decode text from captcha images.

pythonsklearnscikit-learnmatplotlib

Languages

Language:PHP 56.6%Language:HTML 39.9%Language:Python 3.5%