YOLOv9 for Fracture Detection in Pediatric Wrist Trauma X-ray Images

arXiv:2403.11249v1 Announce Type: cross
Abstract: The introduction of YOLOv9, the latest version of the You Only Look Once (YOLO) series, has led to its widespread adoption across various scenarios. This paper is the first to apply the YOLOv9 algorithm model to the fracture detection task as computer-assisted diagnosis (CAD) to help radiologists and surgeons to interpret X-ray images. Specifically, this paper trained the model on the GRAZPEDWRI-DX dataset and extended the training set using data augmentation techniques to improve the …

arxiv cs.cv detection eess.iv images ray trauma type x-ray yolov9