metadata
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)