width in the batch and optionally returns their corresponding pixel mask. Args: image (`np.ndarray`): Image to pad. constant_values (`float` or `Iterable[float]`, *optional*): The value to use for the padding if `mode` is `"constant"`. return_pixel_mask (`bool`, *optional*, defaults to `True`): Whether to return a pixel mask. input_channel_dimension (`ChannelDimension`, *optional*): The channel dimension format of the image. If not provided, it will be inferred from the input image. data_format (`str` or `ChannelDimension`, *optional*): The channel dimension format of the image. If not provided, it will be the same as the input image. c