Evaluating the effect of data augmentation and BALD heuristics on distillation of Semantic-KITTI dataset

Anh Duong, Alexandre Almin, Léo Lemarié +1

Active Learning (AL) has remained relatively unexplored for LiDAR perception tasks in autonomous driving datasets. In this study we evaluate Bayesian active learning methods applie…