Knowledge-Guided Failure Prediction: Detecting When Object Detectors Miss Safety-Critical Objects

Jakob Paul Zimmermann, Gerrit Holzbach, David Lerch

Object detectors deployed in safety-critical environments can fail silently, e.g. missing pedestrians, workers, or other safety-critical objects without emitting any warning. Tradi…