code: def __init__(self, params: TDataAugParams):
      super().__init__()
      self.params = params
  
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 1 to create a new DataAugmenterBase object from inherited base classes: Generic, ABC with example: obj = DataAugmenterBase(params)