 the `preprocess` method.
        size (`Dict[str, int]` *optional*, defaults to `288`):
            Resize the shorter side of the input to `size["shortest_edge"]`. The longer side will be limited to under
            `int((1333 / 800) * size["shortest_edge"])` while preserving the aspect ratio. Only has an effect if
            `do_resize` is set to `True`. Can be overridden by the `size` parameter in the `preprocess` method.
        size_divisor (`int`, *optional*, defaults to `32`):
            The size by which to make sure both the height and width can be divided. Only has an effect if `do_resize`
            is set to `True`. Can be overridden by the `size_divisor` parameter in the `preprocess` method.
        resample (`PILImageResampling`, *optional*, defaults to `PILImageResampling.BICUBIC`):
            Resampling filter to use if resizing the image. Only has an effect if `do_resize` is set to `True`. Can be
            overridden by the `resample` parameter in the `preprocess` method.
        do_rescale (`bool`, *optional*, defaults to `True`):
            Whether to rescale the image by the specified scale `rescale_factor`. Can be overridden by the `do_rescale`
            parameter in the `preprocess` method.
        rescale_factor (`int` or `float`, *optional*, defaults to `1/255`):
            Scale factor to use if rescaling the image. Only has an effect if `do_rescale` is set to `True`. Can be
            overridden by the `rescale_factor` parameter in the `preprocess` method.
        do_normalize (`bool`, *optional*, defaults to `True`):
            Whether to normalize the image. Can be overridden by the `do_normalize` parameter in the `preprocess`
            method. Can be overridden by the `do_normalize` parameter in the `preprocess` method.
        image_mean (`float` or `List[float]`, *optional*, defaults to `IMAGENET_STANDARD_MEAN`):
            Mean to use if normalizing the image. This is a float or list of floats the length of the number of
            channels in the image. Can be overridden by the `image_mean` parameter in the `preprocess` method. Can be
            overridden by the `image_mean` parameter in the `preprocess` method.
        image_std (`float` or `List[float]`, *optional*, defaults to `IMAGENET_STANDARD_STD`):
            Standard deviation to use if normalizing the image. This is a float or list of floats the length of the
            number of channels in the image. Can be overridden by the `image_std` parameter in the `preprocess` method.
            Can be overridden by the `image_std` parameter in the `preprocess` method.
        do_center_crop (`bool`, *optional*, defaults to `True`):
            Whether to center crop the image. Can be overridden by the `do_center_crop` parameter in the `preprocess`
            method.
        do_pad (`bool`, *optional*, defaults to `True`):
            Whether to pad the image to the `(max_height, max_width)` of the images in the batch. Can be overridden by
            the `do_pad` parameter in the `preprocess` method.
    