Muhammet Fatih Sadak

Detection and Classification of Asphalt Pavement Deterioration Using YOLOv8

Asphalt deterioration is a major problem for road safety and infrastructure maintenance, as it can shorten pavement lifespans, increase driver risks, and cause traffic disruptions. This study applies YOLOv8, a recent object-recognition algorithm, to detect asphalt deterioration across seven classes: Crack, Patch-Crack,...