Random Boxes Are Open-world Object Detectors

Yanghao Wang, Zhongqi Yue, Xian-Sheng Hua +1

We show that classifiers trained with random region proposals achieve state-of-the-art Open-world Object Detection (OWOD): they can not only maintain the accuracy of the known obje…