code: def __getitem__(self, index):
      img_name, label = self.img_list[index]
  
      img = self.get_img_from_path(img_name)
      return {"img": img, "label": int(label)}
  
imports: from PIL import Image
  import os
  import torch.utils.data
  import torchvision.transforms
  from torch.utils.data.sampler import Sampler
  import numpy
label_desc: Use image node_id 2 for calling the Real_Dataset_112 obj's underlying member method code with example usage: obj.__getitem__(index) and returns: dict