The paper: https://arxiv.org/abs/1908.04913
Kärkkäinen, K., & Joo, J. (2019). FairFace: Face Attribute Dataset for Balanced Race, Gender, and Age. arXiv preprint arXiv:1908.04913.
If you use our dataset or model in your paper, please cite:
@article{karkkainen2019fairface,
title={FairFace: Face Attribute Dataset for Balanced Race, Gender, and Age},
author={K{\"a}rkk{\"a}inen, Kimmo and Joo, Jungseock},
journal={arXiv preprint arXiv:1908.04913},
year={2019}
}
https://github.com/dchen236/FairFace
Images (train + validation set): [Padding=0.25], [Padding=1.25]
- We used dlib's get_face_chip() to crop and align faces with padding = 0.25 in the main experiments (less margin) and padding = 1.25 for the bias measument experiment for commercial APIs.
Labels: Train Validation
License: CC BY 4.0