def METHOD_NAME(args: argparse.Namespace) -> Dict:
    arguments = {}
    if "augmentation" in args:
        arguments["augmentation_factor"] = args.augmentation
    if "debug_plots" in args:
        arguments["debug_plots"] = args.debug_plots
    return arguments