Active Learning at the ImageNet Scale

Zeyad Ali Sami Emam, Hong-Min Chu, Ping-Yeh Chiang +4

Active learning (AL) algorithms aim to identify an optimal subset of data for annotation, such that deep neural networks (DNN) can achieve better performance when trained on this l…