Label-Free Model Failure Detection for Lidar-based Point Cloud Segmentation

Daniel Bogdoll, Finn Sartoris, Vincent Geppert +2

Autonomous vehicles drive millions of miles on the road each year. Under such circumstances, deployed machine learning models are prone to failure both in seemingly normal situatio…