Data Coverage for Detecting Representation Bias in Image Datasets: A Crowdsourcing Approach

Melika Mousavi, Nima Shahbazi, Abolfazl Asudeh

Existing machine learning models have proven to fail when it comes to their performance for minority groups, mainly due to biases in data. In particular, datasets, especially socia…