def METHOD_NAME(self):
    return T.Compose(
        [
            ApplyToKeys(
                DataKeys.INPUT,
                T.Compose(
                    [
                        T.ToTensor(),
                        T.Resize(self.image_size),
                        T.Normalize(self.mean, self.std),
                        T.RandomHorizontalFlip(),
                        T.ColorJitter(),
                        T.RandomAutocontrast(),
                        T.RandomPerspective(),
                    ]
                ),
            ),
            ApplyToKeys("target", torch.as_tensor),
        ]
    )