Box-Level Class-Balanced Sampling for Active Object Detection

Jingyi Liao, Xun Xu, Chuan-Sheng Foo +1

Training deep object detectors demands expensive bounding box annotation. Active learning (AL) is a promising technique to alleviate the annotation burden. Performing AL at box-lev…