Active Learning for Deep Object Detection via Probabilistic Modeling

Jiwoong Choi, Ismail Elezi, Hyuk-Jae Lee +2

Active learning aims to reduce labeling costs by selecting only the most informative samples on a dataset. Few existing works have addressed active learning for object detection. M…