Posted on April 16, 2020
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ViBE - A Tool for Measuring and Mitigating Bias in Image Datasets
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.
