metadata
license: mit
The corrupted version of the Flowers102 fined-grained classification dataset.
How to use this dataset
For all the corruptions, extract the tar.gz files with the following command:
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.