This project uses YOLO V8 for detecting hand bone fractures in X-ray images. Trained on a dataset of 1200 images across six fracture categories, YOLO V8 improves accuracy and speed over YOLO NAS, enhancing the detection of subtle fractures for timely and reliable diagnoses in clinical settings.