Unaligned but Safe -- Formally Compensating Performance Limitations for Imprecise 2D Object Detection

Tobias Schuster, Emmanouil Seferis, Simon Burton +1

In this paper, we consider the imperfection within machine learning-based 2D object detection and its impact on safety. We address a special sub-type of performance limitations: th…