Lightweight Segmentation and Defect Detection Networks for Fasteners and Rails: A Review

Tu et al. introduced a lightweight segmentation network and a defects detection network to segment and locate fasteners and rails, enabling the detection of defects in both components. In a similar vein, Yang et al. developed an end-to-end approach for rail surface defects segmentation, eliminating the need for manual detection.