Florian Piewak

On the calibration of underrepresented classes in LiDAR-based semantic segmentation

2022 · arXiv (Cornell University)

The calibration of deep learning-based perception models plays a crucial role in their reliability. Our work focuses on a class-wise evaluation of several model's confidence performance for LiDAR-based semantic segmentation with the aim of providing …