Ev-YOLO: Uncertainty-Aware Object Detection via a Unified Evidential Formulation

Simon Barbarit-Gaboriau, Hind Laghmara, Rémi Boutteau +1

Reliable uncertainty estimation is essential for deploying object detectors in autonomous systems operating in uncertain environments. Evidential Deep Learning (EDL) provides a pri…