Look Around and Learn: Self-Training Object Detection by Exploration

Gianluca Scarpellini, Stefano Rosa, Pietro Morerio +2

When an object detector is deployed in a novel setting it often experiences a drop in performance. This paper studies how an embodied agent can automatically fine-tune a pre-existi…