A systematic study of the foreground-background imbalance problem in deep learning for object detection

H Gu, H Dong, N Konz, MA Mazurowski - arXiv preprint arXiv:2306.16539, 2023 - arxiv.org
The class imbalance problem in deep learning has been explored in several studies, but
there has yet to be a systematic analysis of this phenomenon in object detection. Here, we …