def METHOD_NAME(self):
    image_processor = CLIPImageProcessor(
        crop_size=224,
        do_center_crop=True,
        do_normalize=True,
        do_resize=True,
        image_mean=[0.48145466, 0.4578275, 0.40821073],
        image_std=[0.26862954, 0.26130258, 0.27577711],
        resample=3,
        size=224,
    )
    return image_processor