:orphan:

.. _iti_example_gallery:

***************
Example Gallery
***************

This example gallery gives examples of how to use the individual modules of ITI.

===========
Sample data
===========

For the translation module sample data are used, which can be downloaded using the :ref:`Downloading module <iti_download_index>`
or the :ref:`test set <iti_testset>` which is publicly available.


.. raw:: html

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

.. thumbnail-parent-div-open

.. thumbnail-parent-div-close

.. raw:: html

    </div>

=====================
Example data download
=====================

This example shows how to download data from from SDO/AIA, Solar Orbiter/EUI, and PROBA2/SWAP.


.. raw:: html

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

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Download PROBA2/SWAP data">

.. only:: html

  .. image:: /generated/gallery/downloads/images/thumb/sphx_glr_download_proba2_thumb.png
    :alt:

  :ref:`sphx_glr_generated_gallery_downloads_download_proba2.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Download PROBA2/SWAP data</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Download SDO/AIA data">

.. only:: html

  .. image:: /generated/gallery/downloads/images/thumb/sphx_glr_download_sdo_thumb.png
    :alt:

  :ref:`sphx_glr_generated_gallery_downloads_download_sdo.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Download SDO/AIA data</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Download Solar Orbiter/EUI data">

.. only:: html

  .. image:: /generated/gallery/downloads/images/thumb/sphx_glr_download_solo_thumb.png
    :alt:

  :ref:`sphx_glr_generated_gallery_downloads_download_solo.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Download Solar Orbiter/EUI data</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>

==================
Dataloader Example
==================

This example shows how to use ITI to obtain ML-ready data from SDO/AIA, Solar Orbiter/EUI, and PROBA2/SWAP.


.. raw:: html

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

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Dataloaders: PROBA2">

.. only:: html

  .. image:: /generated/gallery/dataloaders/images/thumb/sphx_glr_loader_proba2_thumb.png
    :alt:

  :ref:`sphx_glr_generated_gallery_dataloaders_loader_proba2.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Dataloaders: PROBA2</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Dataloaders: SDO">

.. only:: html

  .. image:: /generated/gallery/dataloaders/images/thumb/sphx_glr_loader_sdo_thumb.png
    :alt:

  :ref:`sphx_glr_generated_gallery_dataloaders_loader_sdo.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Dataloaders: SDO</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Dataloaders: Solar Orbiter">

.. only:: html

  .. image:: /generated/gallery/dataloaders/images/thumb/sphx_glr_loader_solo_thumb.png
    :alt:

  :ref:`sphx_glr_generated_gallery_dataloaders_loader_solo.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Dataloaders: Solar Orbiter</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>

================
Example training
================

This example shows how to start an ITI training for the translation between PROBA2/SWAP and SDO/AIA.


.. raw:: html

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

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="This script demonstrates how to train a model using the ITI framework. The example shows the translation between PROBA2/SWAP and SDO/AIA.">

.. only:: html

  .. image:: /generated/gallery/training/images/thumb/sphx_glr_swap_to_aia_thumb.png
    :alt:

  :ref:`sphx_glr_generated_gallery_training_swap_to_aia.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Example training script</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


====================
Example translations
====================

Examples translations for the three heliophysics case studies with:
    - Image enhancement
    - Instrument intercalibration
    - Super-resolution


.. raw:: html

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

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Translation of SOHO/EIT-to-SDO/AIA observations">

.. only:: html

  .. image:: /generated/gallery/translations/images/thumb/sphx_glr_SOHO-to-SDO_thumb.png
    :alt:

  :ref:`sphx_glr_generated_gallery_translations_SOHO-to-SDO.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Translation of SOHO/EIT-to-SDO/AIA observations</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Translation of STEREO/EIT-to-SDO/AIA observations">

.. only:: html

  .. image:: /generated/gallery/translations/images/thumb/sphx_glr_STEREO-to-SDO_thumb.png
    :alt:

  :ref:`sphx_glr_generated_gallery_translations_STEREO-to-SDO.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Translation of STEREO/EIT-to-SDO/AIA observations</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Translation of SWAP to AIA">

.. only:: html

  .. image:: /generated/gallery/translations/images/thumb/sphx_glr_SWAP-to-AIA_thumb.png
    :alt:

  :ref:`sphx_glr_generated_gallery_translations_SWAP-to-AIA.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Translation of SWAP to AIA</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Translation of Solar Orbiter/EUI/FSI to SDO/AIA">

.. only:: html

  .. image:: /generated/gallery/translations/images/thumb/sphx_glr_FSI-to-AIA_thumb.png
    :alt:

  :ref:`sphx_glr_generated_gallery_translations_FSI-to-AIA.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Translation of Solar Orbiter/EUI/FSI to SDO/AIA</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


.. toctree::
   :hidden:
   :includehidden:


   /generated/gallery/downloads/index.rst
   /generated/gallery/dataloaders/index.rst
   /generated/gallery/training/index.rst
   /generated/gallery/translations/index.rst


.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-gallery

    .. container:: sphx-glr-download sphx-glr-download-python

      :download:`Download all examples in Python source code: gallery_python.zip </generated/gallery/gallery_python.zip>`

    .. container:: sphx-glr-download sphx-glr-download-jupyter

      :download:`Download all examples in Jupyter notebooks: gallery_jupyter.zip </generated/gallery/gallery_jupyter.zip>`


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_