| 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) | |