A lightweight and high-precision road defect detection method based on improved YOLO11
This paper proposes an improved lightweight YOLO11s algorithm to address the issues of excessive model complexity and poor performance when detecting small objects in road defect detection. By incorporating the StarNet architecture to reconstruct the backbone network, the method utilizes star-shaped operations to enhan...