From Opacity to Clarity: Employing Explainable AI to Interpret CNN Predictions on Winter Road Conditions

Abstract

AbstractThe development of deep learning models for winter road surface conditions (RSC) classification has advanced in recent years. However, most of these models remain nontransparent, limiting confidence in their predictions. This study is a pioneering ...