🔥 Deepfake Image Detection Model (Ensemble)
📌 Overview
This model detects whether an image is REAL or FAKE (AI-generated).
It uses an ensemble of 3 Vision Transformer (ViT/CLIP-based) models:
- m1.safetensors
- m2.safetensors
- m3.safetensors
🧠 Model Details
| Model | Type |
|---|---|
| m1 | ViT / CLIP |
| m2 | ViT |
| m3 | Fine-tuned CLIP |
🎯 Task
Binary Classification:
- 0 → REAL
- 1 → FAKE
📥 Input
- Image (RGB)
- Size: 224 × 224
📤 Output
- Fake probability (0 to 1)
⚙️ Installation
pip install torch torchvision timm safetensors pillow