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Deep-Fake-Detector-v2-Model

Image Classification
Transformers
Safetensors
vit
deep-fake
ViT
detection
Image
transformers-4.49.0.dev0
precision-92.12
v2
Model card Files
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Deep-Fake-Detector-v2-Model
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---
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
---

![fake q.gif](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/PVkTbLOEBr-qNkTws3UsD.gif)



```
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

![download.png](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/VLX0QDcKkSLIJ9c5LX-wt.png)