Calibrating the Full Predictive Class Distribution of 3D Object Detectors for Autonomous Driving

Cornelius Schröder, Marius-Raphael Schlüter, Markus Lienkamp

In autonomous systems, precise object detection and uncertainty estimation are critical for self-aware and safe operation. This work addresses confidence calibration for the classi…