code: def create(self) -> "DataAugmenterBase":
      return self.cls()(self)
  
imports: from abc import ABC, abstractmethod
  from dataclasses import dataclass
  from typing import Type, TypeVar, Generic
  import numpy
  from paiargparse import pai_dataclass
  from tfaip.util.multiprocessing.parallelmap import parallel_map
  from calamari_ocr.utils.image import load_image
label_desc: Use image node_id 2 for calling the DataAugmenterParams obj's underlying member method code with example usage: obj.create() and returns: self