---
license: mit
---

The corrupted version of the [Flowers102](https://www.robots.ox.ac.uk/~vgg/data/flowers/102/) fined-grained classification dataset.

## How to use this dataset

For all the corruptions, extract the tar.gz files with the following command:

```bash
for f in *.tar.gz; do tar -xzf "$f" && rm "$f"; done
```

## License

The license of the original dataset is unclear.

## Citation

If you use this dataset please consider citing:

The authors of the original dataset,

```
@inproceedings{nilsback2008automated,
  title={Automated flower classification over a large number of classes},
  author={Nilsback, Maria-Elena and Zisserman, Andrew},
  booktitle={ICVGIP},
  year={2008},
}
```

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.