Color Equivariant Convolutional Networks

Attila Lengyel, Ombretta Strafforello, Robert-Jan Bruintjes +2

Color is a crucial visual cue readily exploited by Convolutional Neural Networks (CNNs) for object recognition. However, CNNs struggle if there is data imbalance between color vari…