jawsnfl / captcha_solver

This project is to solve captcha image using Tensorflow for Machine learning.

captcha_solver

This project is to solve captcha image using Tensorflow for Machine learning.

Model flow

1. Generate captcha images
2. preprocessing
3. Learning
4. Evaluation
5. save model

Structures

• generate_captcha.py
• preprocess.py
• cnn.py
• main.py
• data/
• font/

generate_captcha.py

Generate the captcha data set. I used 5 length cpathca data using the font in the directory ./font

preprocess.py

Parse the catpcha image data from the directory ./data and return the result as numpy array. X_data: (N, 60, 160, 3) Y_data: (N, 5, 10)