A Comparative Review of Recent Few-Shot Object Detection Algorithms

no code implementations • 30 Oct 2021 • Leng Jiaxu, Chen Taiyue, Gao Xinbo, Yu Yongtao, Wang Ye, Gao Feng, Wang Yue

Few-shot object detection, learning to adapt to the novel classes with a few labeled data, is an imperative and long-lasting problem due to the inherent long-tail distribution of real-world data and the urgent demands to cut costs of data collection and annotation.

Few-Shot Object Detection Object +1