from ultralytics import YOLO

if __name__ == '__main__':
    model = YOLO(r'/home/hx/yolo/ultralytics_yolo11-main/ultralytics/cfg/models/11/yolo11-cls.yaml')
    results = model.train(
        data='/media/hx/04e879fa-d697-4b02-ac7e-a4148876ebb0/dataset/classdata2',
        epochs=1000,
        imgsz=640,
        batch=4,
        workers=10,
        device='0',
        project='runs/train/cls',
        name='exp_cls',
        exist_ok=False,
        optimizer='AdamW',
        lr0=0.001,
        patience=0,
    )