Performance-guided Reinforced Active Learning for Object Detection

Zhixuan Liang, Xingyu Zeng, Rui Zhao +1

Active learning (AL) strategies aim to train high-performance models with minimal labeling efforts, only selecting the most informative instances for annotation. Current approaches…