On the Inherent Robustness of One-Stage Object Detection against Out-of-Distribution Data

Aitor Martinez-Seras, Javier Del Ser, Aitzol Olivares-Rad +2

Robustness is a fundamental aspect for developing safe and trustworthy models, particularly when they are deployed in the open world. In this work we analyze the inherent capabilit…