`mask_group_max_aspect_ratio` parameter
            in `preprocess`.
        codebook_do_resize (`bool`, *optional*, defaults to `True`):
            Whether to resize the input for codebook to a certain. Can be overridden by the `codebook_do_resize`
            parameter in `preprocess`. `codebook_size`.
        codebook_size (`Dict[str, int]`, *optional*, defaults to `{"height": 224, "width": 224}`):
            Resize the input for codebook to the given size. Can be overridden by the `codebook_size` parameter in
            `preprocess`.
        codebook_resample (`PILImageResampling`, *optional*, defaults to `PILImageResampling.LANCZOS`):
            Resampling filter to use if resizing the codebook image. Can be overridden by the `codebook_resample`
            parameter in `preprocess`.
        codebook_do_center_crop (`bool`, *optional*, defaults to `True`):
            Whether to crop the input for codebook at the center. If the input size is smaller than
            `codebook_crop_size` along any edge, the image is padded with 0's and then center cropped. Can be
            overridden by the `codebook_do_center_crop` parameter in `preprocess`.
        codebook_crop_size (`Dict[str, int]`, *optional*, defaults to `{"height": 224, "width": 224}`):
            Desired output size for codebook input when applying center-cropping. Can be overridden by the
            `codebook_crop_size` parameter in `preprocess`.
        codebook_do_rescale (`bool`, *optional*, defaults to `True`):
            Whether to rescale the input for codebook by the specified scale `codebook_rescale_factor`. Can be
            overridden by the `codebook_do_rescale` parameter in `preprocess`.
        codebook_rescale_factor (`int` or `float`, *optional*, defaults to `1/255`):
            Defines the scale factor to use if rescaling the codebook image. Can be overridden by the
            `codebook_rescale_factor` parameter in `preprocess`.
        codebook_do_map_pixels (`bool`, *optional*, defaults to `True`):
            Whether to map the pixel values of the codebook input to (1 - 2e)x + e. Can be overridden by the
            `codebook_do_map_pixels` parameter in `preprocess`.
        codebook_do_normalize (`bool`, *optional*, defaults to `True`):
            Whether or not to normalize the input for codebook with `codebook_image_mean` and `codebook_image_std`. Can
            be overridden by the `codebook_do_normalize` parameter in `preprocess`.
        codebook_image_mean (`Optional[Union[float, Iterable[float]]]`, *optional*, defaults to `[0, 0, 0]`):
            The sequence of means for each channel, to be used when normalizing images for codebook. Can be overridden
            by the `codebook_image_mean` parameter in `preprocess`.
        codebook_image_std (`Optional[Union[float, Iterable[float]]]`, *optional*, defaults to `[0.5, 0.5, 0.5]`):
            The sequence of standard deviations for each channel, to be used when normalizing images for codebook. Can
            be overridden by the `codebook_image_std` parameter in `preprocess`.
    Ú