class_docstr: Base class for all image preprocess ops.
class_docstr_tok: ["Base","class","for","all","image","preprocess","ops","."]
docstr: Returns transformed image.
docstr_tok: ["Returns","transformed","image","."]
code: def apply(self, image: tf.Tensor) -> tf.Tensor:
      """Returns transformed image."""
      pass
  
imports: import abc
  import dataclasses
  from typing import Optional, Sequence, Tuple, Union
  from clu import preprocess_spec
  from scenic.projects.owl_vit.preprocessing import modalities
  from scenic.projects.owl_vit.preprocessing import transforms
  import tensorflow
label_desc: Use image node_id 2 for calling the ImagePreprocessOp obj's underlying member method code with example usage: obj.apply(image) without return types