code: def __init__(self, dataset: Iterable):
      self.dataset = dataset
  
imports: import os
  from typing import Callable, Optional, Tuple, List, Iterable
  import numpy
  import tensorflow
  from absl import flags
label_desc: Use image node_id 1 to create a new Numpyfier object  with example: obj = Numpyfier(dataset)