Lightweight YOLO-Driven Architecture for On-Line Cup Rupture Detection in Strip Steel Welds

To achieve automated detection of cup rupture results in strip steel welds while fulfilling requirements for high efficiency, real-time detection, standardization, and consistency of results, this study proposes a lightweight object detection algorithm based on an improved YOLOv10 framework.