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# **Deepfake-Detection-Exp-02-22**
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Deepfake-Detection-Exp-02-22 is a minimalist, high-quality dataset trained on a ViT-based model for image classification, distinguishing between deepfake and real images. The model is based on Google's **`google/vit-base-patch32-224-in21k`**.
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precision recall f1-score support
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accuracy 0.9516 3200
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macro avg 0.9535 0.9516 0.9515 3200
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weighted avg 0.9535 0.9516 0.9515 3200
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
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# **Deepfake-Detection-Exp-02-22**
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Deepfake-Detection-Exp-02-22 is a minimalist, high-quality dataset trained on a ViT-based model for image classification, distinguishing between deepfake and real images. The model is based on Google's **`google/vit-base-patch32-224-in21k`**.
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```bitex
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Mapping of IDs to Labels: {0: 'Deepfake', 1: 'Real'}
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Mapping of Labels to IDs: {'Deepfake': 0, 'Real': 1}
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```
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```python
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Classification report:
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precision recall f1-score support
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accuracy 0.9516 3200
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macro avg 0.9535 0.9516 0.9515 3200
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weighted avg 0.9535 0.9516 0.9515 3200
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```
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
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