code: def arguments_augmentation(
      parser: argparse.ArgumentParser,
  ) -> argparse.ArgumentParser:
      # add arguments for base image projection layer
      parser = BaseTransformation.add_arguments(parser)
  
      # add augmentation specific arguments
      parser = TRANSFORMATIONS_REGISTRY.all_arguments(parser)
      return parser
  
imports: import argparse
  from data.transforms.base_transforms import BaseTransformation
  from utils.registry import Registry
label_desc: Use image node_id 1 for calling a global function with example usage: arguments_augmentation(parser) and returns: parser