Class Balanced Dynamic Acquisition for Domain Adaptive Semantic Segmentation using Active Learning

no code implementations • 23 Nov 2023 • Marc Schachtsiek, Simone Rossi, Thomas Hannagan

The more balanced labels increase minority class performance, which in turn allows the model to outperform the previous baseline by 0. 6, 1. 7, and 2. 4 mIoU for budgets of 5%, 10%, and 20%, respectively.

Active Learning Semantic Segmentation