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README.md

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+# FairFace (val set)
+
+Original paper: [Fairface: Face attribute dataset for balanced race, gender, and age for bias measurement and mitigation](https://openaccess.thecvf.com/content/WACV2021/papers/Karkkainen_FairFace_Face_Attribute_Dataset_for_Balanced_Race_Gender_and_Age_WACV_2021_paper.pdf)
+
+Homepage: https://github.com/joojs/fairface
+
+Bibtex:
+```
+@inproceedings{karkkainenfairface,
+  title={FairFace: Face Attribute Dataset for Balanced Race, Gender, and Age for Bias Measurement and Mitigation},
+  author={Karkkainen, Kimmo and Joo, Jungseock},
+  booktitle={Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision},
+  year={2021},
+  pages={1548--1558}
+}
+```