|
|
--- |
|
|
license: apache-2.0 |
|
|
pipeline_tag: image-classification |
|
|
library_name: transformers |
|
|
tags: |
|
|
- deep-fake |
|
|
- ViT |
|
|
- detection |
|
|
- Image |
|
|
- transformers-4.49.0.dev0 |
|
|
- precision-92.12 |
|
|
- v2 |
|
|
base_model: |
|
|
- google/vit-base-patch16-224-in21k |
|
|
--- |
|
|
|
|
|
 |
|
|
|
|
|
|
|
|
|
|
|
``` |
|
|
Classification report: |
|
|
|
|
|
precision recall f1-score support |
|
|
|
|
|
Realism 0.9683 0.8708 0.9170 28001 |
|
|
Deepfake 0.8826 0.9715 0.9249 28000 |
|
|
|
|
|
accuracy 0.9212 56001 |
|
|
macro avg 0.9255 0.9212 0.9210 56001 |
|
|
weighted avg 0.9255 0.9212 0.9210 56001 |
|
|
``` |
|
|
|
|
|
Machine training time : 247.9998 Minute / 4.13333 Hour |
|
|
|
|
|
 |
