is padded with 0's and then center cropped.
        crop_size (`int`, *optional*, defaults to {"height": 768, "width": 768}):
            The size to use for center cropping the image. Only has an effect if `do_center_crop` is set to `True`.
        do_rescale (`bool`, *optional*, defaults to `True`):
            Whether to rescale the input by a certain factor.
        rescale_factor (`float`, *optional*, defaults to `1/255`):
            The factor to use for rescaling the image. Only has an effect if `do_rescale` is set to `True`.
        do_normalize (`bool`, *optional*, defaults to `True`):
            Whether or not to normalize the input with `image_mean` and `image_std`. Desired output size when applying
            center-cropping. Only has an effect if `do_center_crop` is set to `True`.
        image_mean (`List[int]`, *optional*, defaults to `[0.48145466, 0.4578275, 0.40821073]`):
            The sequence of means for each channel, to be used when normalizing images.
        image_std (`List[int]`, *optional*, defaults to `[0.26862954, 0.26130258, 0.27577711]`):
            The sequence of standard deviations for each channel, to be used when normalizing images.
    