:tada: Add compressed data

README.md

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 license: cc-by-sa-4.0
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+
+The corrupted version of the [Oxford-IIIT Pet](https://www.robots.ox.ac.uk/~vgg/data/pets/) fined-grained classification dataset.
+
+## License
+
+The dataset is available to download for commercial/research purposes under a Creative Commons Attribution-ShareAlike 4.0 International License. The copyright remains with the original owners of the images.
+
+## Citation
+
+If you use this dataset please consider citing:
+
+The authors of the original dataset,
+
+```
+@inproceedings{parkhi2012cats,
+  title={Cats and dogs},
+  author={Parkhi, Omkar M and Vedaldi, Andrea and Zisserman, Andrew and Jawahar, CV},
+  booktitle={CVPR},
+  year={2012},
+}
+```
+
+the authors of the original transformations, 
+
+```
+@inproceedings{hendrycks2019benchmarking,
+  title={Benchmarking neural network robustness to common corruptions and perturbations},
+  author={Hendrycks, Dan and Dietterich, Thomas},
+  booktitle={ICLR},
+  year={2019}
+}
+```
+
+and TorchUncertainty.
+
+### Version
+
+This dataset was generated with Torch Uncertainty 0.4.3.

brightness.tar.gz

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contrast.tar.gz

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defocus_blur.tar.gz

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elastic.tar.gz

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fog.tar.gz

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frost.tar.gz

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gaussian_noise.tar.gz

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glass_blur.tar.gz

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impulse_noise.tar.gz

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jpeg_compression.tar.gz

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motion_blur.tar.gz

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pixelate.tar.gz

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shot_noise.tar.gz

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snow.tar.gz

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zoom_blur.tar.gz

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