README.md

---
title: DeepShield AI
emoji: 🛡️
colorFrom: purple
colorTo: indigo
sdk: docker
pinned: false
license: mit
---

# DeepShield AI — Deepfake Detector (DINO-G50)

Full-stack deepfake detection web app powered by DINO-G50 Vision AI.

Upload a video → frames extract → AI analyzes each frame → REAL or FAKE verdict with % confidence.

## Files needed
- `best_model.pth` — Upload manually to this Space (450MB model checkpoint)