GSLA-YOLOV11: lightweight steel surface defect detector with gated multi-branch aggregation
Results demonstrate that GSLA-YOLOv11 provides an effective trade-off among detection accuracy, model compactness, and real-time deployment capability for steel surface defect inspection.