      Video classification datasets, e.g. :class:`~torchvision.datasets.Kinetics` return a three-tuple containing a
        :class:`torch.Tensor` for the video and audio and a :class:`int` as label. This wrapper wraps the video into a
        :class:`~torchvision.datapoints.Video` while leaving the other items as is.

        .. note::

            Only datasets constructed with ``output_format="TCHW"`` are supported, since the alternative
            ``output_format="THWC"`` is not supported by :mod:`torchvision.transforms.v2`.

    Args:
        dataset: the dataset instance to wrap for compatibility with transforms v2.
    N)