thod. Can be
            overridden by the `image_mean` parameter in the `preprocess` method.
        image_std (`float` or `List[float]`, *optional*, defaults to `IMAGENET_DEFAULT_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_pad (`bool`, *optional*, defaults to `True`):
            Whether to pad the image to the specified `pad_size`. Can be overridden by the `do_pad` parameter in the
            `preprocess` method.
        pad_size (`dict`, *optional*, defaults to `{"height": 1024, "width": 1024}`):
            Size of the output image after padding. Can be overridden by the `pad_size` parameter in the `preprocess`
            method.
        do_convert_rgb (`bool`, *optional*, defaults to `True`):
            Whether to convert the image to RGB.
    