Create README.md

README.md

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+# Ambiguous Datasets
+
+This repository serves to release our ambiguous datasets for mnist and fashion-mnist. 
+The images were created such that they have an unclear ground truth, i.e., such that they are similar to multiple - but not all - of the datasets classes. For details, please see our [paper](https://arxiv.org/abs/2207.10495).
+
+The datasets, in various formats, are available under the "recent releases".
+
+
+## Citation
+
+```
+@misc{https://doi.org/10.48550/arxiv.2207.10495,
+  doi = {10.48550/ARXIV.2207.10495},
+  url = {https://arxiv.org/abs/2207.10495},
+  author = {Weiss, Michael and Gómez, André García and Tonella, Paolo},
+  title = {A Forgotten Danger in DNN Supervision Testing: Generating and Detecting True Ambiguity},
+  publisher = {arXiv},
+  year = {2022}
+}
+```