Texture Bias Of CNNs Limits Few-Shot Classification Performance

Sam Ringer, Will Williams, Tom Ash +2

Accurate image classification given small amounts of labelled data (few-shot classification) remains an open problem in computer vision. In this work we examine how the known textu…