The surprising impact of mask-head architecture on novel class segmentation

Vighnesh Birodkar, Zhichao Lu, Siyang Li +2

Instance segmentation models today are very accurate when trained on large annotated datasets, but collecting mask annotations at scale is prohibitively expensive. We address the p…