Posted on April 16, 2020 | Back to Showreel

ViBE - A Tool for Measuring and Mitigating Bias in Image Datasets

Tags: bias, ethics | Paper

This is an interesting tool that helps formalise how to think about bias in your datasets. It allows you to gain formalised insights (i.e. “you don’t have enough data from this country”) and then generate concrete actions. It’s early days, but tools like this will be very useful as the field matures.