Understanding Gender and Racial Disparities in Image Recognition Models

no code implementations • 20 Jul 2021 • Rohan Mahadev, Anindya Chakravarti

Large scale image classification models trained on top of popular datasets such as Imagenet have shown to have a distributional skew which leads to disparities in prediction accuracies across different subsections of population demographics.

Fairness Image Classification +1