GSLA-YOLOV11: lightweight steel surface defect detector with gated multi-branch aggregation
Reliable steel surface defect detection remains challenging because defects often exhibit weak texture contrast, large scale variation, elongated morphology, and complex background interference. To address these problems, this study proposes GSLA-YOLOv11, a lightweight detector based on YOLOv11s. In the backbone, a gat...