From Keypoints to Predictive Distributions: Post-Hoc Uncertainty for YOLO-Pose Models

Alexej Klushyn, Juan Rivero Sesma, Florian Seligmann +3

YOLO-Pose models provide efficient keypoint localization, but do not quantify the associated spatial uncertainty. We introduce a lightweight post-hoc probabilistic extension that a…