Uncertainty for Identifying Open-Set Errors in Visual Object Detection

Dimity Miller, Niko Sünderhauf, Michael Milford +1

Deployed into an open world, object detectors are prone to open-set errors, false positive detections of object classes not present in the training dataset. We propose GMM-Det, a r…