# DeepfakeDetector ## Overview DeepfakeDetector is an AI/ML-based forensic solution to analyze videos and detect face-swap deepfakes. The project implements: 1. **Explainable Forensic Deepfake Detection**: Classifies video segments as real or manipulated and generates forensic reports with visual evidence (Grad-CAM). 2. **Multi-Modal Detection Using Physiological Signals**: (Optional enhancement) Integrates methods like Eulerian Video Magnification to extract subtle pulse signals. ## Dataset - **Path**: `C:\Users\gau68\Downloads\FF++` - Contains 400 videos (200 real, 200 fake). ## Project Structure # DeepfakeDetector