Overcoming ImageNet dataset biases with PASS.

PASS: An ImageNet replacement for self-supervised pretraining without humans

Image by Author using @Canva

ImageNet is one of the most widely used datasets in Computer Vision applications. However, studies have shown biases prevalent in this dataset based on the collection methodology and the types of images present. In this respect, a team of researchers at the…