Adapting Pre-Trained Vision Models for Novel Instance Detection and Segmentation

Yangxiao Lu, Jishnu Jaykumar P, Yunhui Guo +2

Novel Instance Detection and Segmentation (NIDS) aims at detecting and segmenting novel object instances given a few examples of each instance. We propose a unified, simple, yet ef…