---
license: apache-2.0
tags:
- vision-transformer
- deepfake-detection
- image-classification
---

# DeiT Base Distilled – DeepFakeDetector

Data-efficient Image Transformer (DeiT-B/16) fine-tuned for binary deepfake detection. This model utilizes distillation to improve performance and efficiency.

- Retrained using a mix of OpenFake, WildFake, Dragon, and manual images (with a focus on classifying real images)

## Labels

- **0**: real
- **1**: fake

## Output

- **prob_fake** ∈ [0, 1] (via softmax or sigmoid)