Inspection of surface defects in metal processing industry using UNet-based architectures by Lampros Leontaris, Nikolaos Dimitriou, Apostolos Nikolousis, Dimitrios Tzovaras, Elpiniki Papageorgiou. Full paper in MS11 - Smart manufacturing technologies, sciencesconf.org:smart2023:444670.