- `ChannelDimension.LAST`: image in (height, width, num_channels) format.
        NzkInvalid image type. Must be of type PIL.Image.Image, numpy.ndarray, torch.Tensor, tf.Tensor or jax.ndarray.z,Size must be specified if do_resize is True.c