code: def get_image_transforms():
      return transforms.Compose(
          [
              transforms.Resize(256),
              transforms.CenterCrop(224),
              transforms.ToTensor(),
              transforms.Normalize(
                  mean=[0.46777044, 0.44531429, 0.40661017],
                  std=[0.12221994, 0.12145835, 0.14380469],
              ),
          ]
      )
  
imports: import json
  import os
  from collections import Counter
  import torch
  import torchvision
  import torchvision.transforms
  from PIL import Image
  from torch import nn
  from torch.utils.data import Dataset
label_desc: Use image node_id 3 for calling a global function with example usage: get_image_transforms() and returns: transforms