OW-CLIP: Data-Efficient Visual Supervision for Open-World Object Detection via Human-AI Collaboration

Junwen Duan, Wei Xue, Ziyao Kang +2

Open-world object detection (OWOD) extends traditional object detection to identifying both known and unknown object, necessitating continuous model adaptation as new annotations e…