Information Density Imbalance in Visual Object Detection

Ziwei Zhao, Yanxi Lu, Yuwei Hu +8

In object detection, the number of instances is typically used to determine whether a dataset exhibits a long-tailed distribution, implicitly assuming that the model will perform p…