.. _sphx_glr_auto_examples_others:

Others
------



.. raw:: html

    <div class="sphx-glr-thumbnails">

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Optical flow is the task of predicting movement between two images, usually two consecutive frames of a video. Optical flow models take two images as input, and predict a flow: the flow indicates the displacement of every single pixel in the first image, and maps it to its corresponding pixel in the second image. Flows are (2, H, W)-dimensional tensors, where the first axis corresponds to the predicted horizontal and vertical displacements.">

.. only:: html

  .. image:: /auto_examples/others/images/thumb/sphx_glr_plot_optical_flow_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_others_plot_optical_flow.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Optical Flow: Predicting movement with the RAFT model</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="The following example illustrates the operations available the ops module for repurposing segmentation masks into object localization annotations for different tasks (e.g. transforming masks used by instance and panoptic segmentation methods into bounding boxes used by object detection methods).">

.. only:: html

  .. image:: /auto_examples/others/images/thumb/sphx_glr_plot_repurposing_annotations_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_others_plot_repurposing_annotations.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Repurposing masks into bounding boxes</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example illustrates torchscript support of the torchvision transforms on Tensor images.">

.. only:: html

  .. image:: /auto_examples/others/images/thumb/sphx_glr_plot_scripted_tensor_transforms_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_others_plot_scripted_tensor_transforms.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Torchscript support</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This example illustrates some of the utilities that torchvision offers for visualizing images, bounding boxes, segmentation masks and keypoints.">

.. only:: html

  .. image:: /auto_examples/others/images/thumb/sphx_glr_plot_visualization_utils_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_others_plot_visualization_utils.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Visualization utilities</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/others/plot_optical_flow
   /auto_examples/others/plot_repurposing_annotations
   /auto_examples/others/plot_scripted_tensor_transforms
   /auto_examples/others/plot_visualization_utils