ion to use when normalizing the image.
            do_pad (`bool`, *optional*, defaults to self.do_pad):
                Whether to pad the image.
            format (`str` or `AnnotionFormat`, *optional*, defaults to self.format):
                Format of the annotations.
            return_tensors (`str` or `TensorType`, *optional*, defaults to self.return_tensors):
                Type of tensors to return. If `None`, will return the list of images.
            data_format (`str` or `ChannelDimension`, *optional*, defaults to self.data_format):
                The channel dimension format of the image. If not provided, it will be the same as the input image.
        r