transforms = torch.nn.Sequential(
    transforms.CenterCrop(10),
    transforms.Normalize(
      # Channel means
      #    R,     G,     B
      (0.485, 0.456, 0.406),
      # Channel standard deviation
      (0.229, 0.224, 0.225),
    ),
)