text: # -*- coding: utf-8 -*-
  """User defined manipulations.
  """
  from PIL.Image import Image
  
  from omoide.storage.database.models import Item
  
  
  def apply_features(item: Item, image: Image) -> None:
      """Apply user defined manipulations."""
      # TODO
  