https://github.com/loki-silvres/cat-dog-classification-with-dinov2

Image Classification with DINOv2
https://github.com/loki-silvres/cat-dog-classification-with-dinov2

cat-dog-classification dinov2 pytorch transfer-learning

Last synced: 3 months ago
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Image Classification with DINOv2

• Host: GitHub
• URL: https://github.com/loki-silvres/cat-dog-classification-with-dinov2
• Owner: Loki-Silvres
• Created: 2024-07-18T22:22:27.000Z (11 months ago)
• Default Branch: main
• Last Pushed: 2024-07-18T22:36:20.000Z (11 months ago)
• Last Synced: 2025-01-01T14:44:22.002Z (5 months ago)
• Topics: cat-dog-classification, dinov2, pytorch, transfer-learning
• Language: Jupyter Notebook
• Homepage:
• Size: 1.31 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Cat-Dog-Classification-with-DINOv2

Transfer Learning with the state of the art DINOv2 by facebook research for image classification.

## Results

- **Metrics**:

  - Accuracy: 99.7% with small backbone

## References

- [DINOv2 repository](https://github.com/facebookresearch/dinov2)

- [Dataset](https://www.kaggle.com/datasets/samuelcortinhas/cats-and-dogs-image-classification)