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---
license: mit
language: en
pipeline_tag: image-classification
tags:
- deepfake
- computer-vision
- image-classification
- pytorch
---
---
# 🔥 Deepfake Image Detection Model (Ensemble)
## 📌 Overview
This model detects whether an image is **REAL or FAKE (AI-generated)**.
It uses an **ensemble of 2 Vision Transformer (ViT & EfficientNet-B4) models**:
- model.safetensors
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## 🧠 Model Details
model safetensor
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## 🎯 Task
Binary Classification:
- 0 → REAL
- 1 → FAKE
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## 📥 Input
- Image (RGB)
- Size: 224 × 224
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## 📤 Output
- Fake probability (0 to 1)
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## ⚙️ Installation
```bash
pip install torch torchvision timm safetensors pillow |