Open-Set Object Detection Using Classification-free Object Proposal and Instance-level Contrastive Learning

Zhongxiang Zhou, Yifei Yang, Yue Wang +1

Detecting both known and unknown objects is a fundamental skill for robot manipulation in unstructured environments. Open-set object detection (OSOD) is a promising direction to ha…