DEAL: Difficulty-aware Active Learning for Semantic Segmentation

Shuai Xie, Zunlei Feng, Ying Chen +3

Active learning aims to address the paucity of labeled data by finding the most informative samples. However, when applying to semantic segmentation, existing methods ignore the se…