1 code implementation • 16 Dec 2023 • Ruohuan Fang, Guansong Pang, Xiao Bai
This limits their capability in detecting hard objects of small, blurred, or occluded appearance from novel/base categories, whose detection heavily relies on contextual information.
1 code implementation • 31 Aug 2023 • Ruohuan Fang, Guansong Pang, Lei Zhou, Xiao Bai, Jin Zheng
Open-World Object Detection (OWOD) extends object detection problem to a realistic and dynamic scenario, where a detection model is required to be capable of detecting both known and unknown objects and incrementally learning newly introduced knowledge.