Nico Hauff

Self-supervised Transfer Learning for Instance Segmentation through Physical Interaction

Instance segmentation of unknown objects from images is regarded as relevant for several robot skills including grasping, tracking and object sorting. Recent results from computer vision have shown that large hand-labeled datasets enable high segmentation performance. To overcome the time-consuming…