Image Forgery Detection using Deep Learning

Developed by: Khevana Patel

Overview

This project detects forged/manipulated images using deep learning techniques. It analyzes image patterns to identify tampering.

Features

• Detects fake vs real images
• Uses deep learning (CNN-based model)
• Works on image datasets
• High accuracy detection

Tech Stack

• Python
• Deep Learning (CNN)
• OpenCV
• NumPy
• Jupyter Notebook

My Contribution

• Implemented deep learning model
• Preprocessed image dataset
• Trained and tested model
• Evaluated performance

Future Improvements

• Real-time detection system
• Web-based interface