Instance-Level Post Hoc Uncertainty Quantification in Object Detection

Chongzhe Zhang, Zifan Zeng, Qunli Zhang +2

Object detection is a safety-critical component of autonomous driving. It is essential to quantify the uncertainty in bounding-box predictions for safety assurance. Post hoc uncert…