Sorrathan Wongsuwan

Enhancing object detection using YOLO-based model for weld quality identification

This research developed a YOLOv10S model to detect and localize four types of weld quality: Crack, Porosity, Spatter, and Qualified welds. The study used 11,973 images from four public Roboflow datasets, divided into training, validation, and testing sets at an 80:10:10 ratio. The experiments investigated data augmenta...