Pharaoh's CAPTCHA Decoder

A deep learning-based CAPTCHA recognition system with an Egyptian-themed web interface.

Overview

This project implements a CAPTCHA decoder using Convolutional Neural Networks (CNN) with TensorFlow/Keras. The system features:

• Custom CNN architecture for CAPTCHA recognition
• Egyptian-themed web interface
• Real-time CAPTCHA decoding
• Support for 5-character alphanumeric CAPTCHAs

Project Structure

pharaohs-code/ ├── backend/ │ ├── models/ │ │ ├── init.py │ │ └── captcha_model.py │ ├── utils/ │ │ ├── init.py │ │ ├── data_generator.py │ │ └── image_processing.py │ ├── init.py │ ├── app.py │ └── config.py ├── frontend/ │ ├── assets/ │ │ └── pharaohs_bg2.jpg │ ├── css/ │ │ └── style.css │ ├── js/ │ │ └── main.js │ └── index.html ├── data/ │ └── captcha_dataset/ │ ├── train/ │ ├── validation/ │ └── test/ └── train.py