2022
The Dollar Street Dataset: Images Representing the Geographic and Socioeconomic Diversity of the World
William A Gaviria Rojas, Sudnya Diamos, Keertan Ranjan Kini, David Kanter, Vijay Janapa Reddi, Cody Coleman
NeurIPS 2022accept
It is crucial that image datasets for computer vision are representative and contain accurate demographic information to ensure their robustness and fairness, especially for smaller subpopulations. To address this issue, we present Dollar Street - a supervised dataset that contains 38,479 images of…