code: def get_video_transform(self, split="test"):
      crop_size = (88, 88)
      (mean, std) = (0.421, 0.165)
  
      return Compose(
          [
              Normalize(0.0, 255.0),
              CenterCrop(crop_size)
              if split == "test"
              else RandomCrop(crop_size),
              Identity() if split == "test" else HorizontalFlip(0.5),
              Normalize(mean, std),
              Identity()
              if split == "test"
              else TimeMask(max_mask_length=15),
              Identity()
              if split == "test"
              else CutoutHole(min_hole_length=22, max_hole_length=44),
          ]
      )
  
file_path: espnet/egs2/lrs3/avsr1/local/face_alignment.py
imports: import os
  import cv2
  import numpy
  from skimage import transform
  from transforms import *
label_desc: Use image node_id 9 for calling the VideoProcess obj's underlying member method code with example usage: obj.get_video_transform(split) and returns: Compose