AI-powered system for detecting deepfake images, videos, and synthetic media using deep learning and frequency-domain analysis.
- Deepfake face detection
- FFT-based frequency analysis
- XceptionNet inference with PyTorch
- Real-time Flask REST API
- Chrome extension for live webpage scanning
- Confidence score prediction
- PyTorch
- XceptionNet
- OpenCV
- FFT Analysis
- Flask
- JavaScript (Chrome Extension)
Website Image → Chrome Extension → Flask API →
FFT + XceptionNet → REAL / FAKE Prediction
Start Flask API
Load extension
Open a webpage with images
Extension scans and predicts
🟢 REAL
🔴 FAKE
FaceForensics++
Celeb-DF
DFDC
Trust & Safety
Fake Media Detection
Social Media Moderation
Digital Forensics
Danish Zulfiqar