To mitigate the race bias in these datasets, we construct a novel face image dataset, containing 108,501 images, with an emphasis of balanced race composition in the dataset. We define 7 race groups: White, Black, Indian, East Asian, Southeast Asian, Middle East, and Latino. Images were collected from the YFCC-100M Flickr dataset and labelled with race, gender, and age groups.
https://arxiv.org/abs/1908.04913
Kimmo Kärkkäinen, Jungseock Joo
