Feng-Yun Cao

A lightweight model for steel surface defect detection based on EDGI-YOLO

To address the limitations of YOLOv8n in steel surface defect detection–namely, its large parameter count and computational cost, insufficient multi-scale feature modeling capability, and poor scale adaptability of the detection head– we propose a lightweight improved model named EDGI-YOLO. The model is restructured al...