CertainNet: Sampling-free Uncertainty Estimation for Object Detection

Stefano Gasperini, Jan Haug, Mohammad-Ali Nikouei Mahani +4

Estimating the uncertainty of a neural network plays a fundamental role in safety-critical settings. In perception for autonomous driving, measuring the uncertainty means providing…