:orphan:



.. _sphx_glr_user-guide_vision_auto_tutorials:

.. _vision_tutorials:

Computer Vision Tutorials
=========================



.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Deepchecks Vision is built to validate your data and model, however complex your model and data...">

.. only:: html

 .. figure:: /user-guide/vision/auto_tutorials/images/thumb/sphx_glr_plot_simple_classification_tutorial_thumb.png
     :alt: Using Deepchecks Vision With a Few Lines of Code

     :ref:`sphx_glr_user-guide_vision_auto_tutorials_plot_simple_classification_tutorial.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /user-guide/vision/auto_tutorials/plot_simple_classification_tutorial

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="&quot;Data Classes&quot; are used to transform the structure of your data to the structure required for d...">

.. only:: html

 .. figure:: /user-guide/vision/auto_tutorials/images/thumb/sphx_glr_plot_extractors_validating_thumb.png
     :alt: Test Your Vision Data Class During Development

     :ref:`sphx_glr_user-guide_vision_auto_tutorials_plot_extractors_validating.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /user-guide/vision/auto_tutorials/plot_extractors_validating

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="In this tutorial, you will learn how to validate your **classification model** using deepchecks...">

.. only:: html

 .. figure:: /user-guide/vision/auto_tutorials/images/thumb/sphx_glr_plot_classification_tutorial_thumb.png
     :alt: Classification Model Validation Tutorial

     :ref:`sphx_glr_user-guide_vision_auto_tutorials_plot_classification_tutorial.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /user-guide/vision/auto_tutorials/plot_classification_tutorial

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Computer vision is an umbrella term for a wide spectrum of objectives models are trained for. T...">

.. only:: html

 .. figure:: /user-guide/vision/auto_tutorials/images/thumb/sphx_glr_plot_custom_task_tutorial_thumb.png
     :alt: Custom Task Tutorial

     :ref:`sphx_glr_user-guide_vision_auto_tutorials_plot_custom_task_tutorial.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /user-guide/vision/auto_tutorials/plot_custom_task_tutorial

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Deepchecks offers a wide range of checks for computer vision problems, addressing distribution ...">

.. only:: html

 .. figure:: /user-guide/vision/auto_tutorials/images/thumb/sphx_glr_plot_custom_checks_thumb.png
     :alt: Writing Custom Computer Vision Checks

     :ref:`sphx_glr_user-guide_vision_auto_tutorials_plot_custom_checks.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /user-guide/vision/auto_tutorials/plot_custom_checks

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="In this tutorial, you will learn how to validate your **object detection model** using deepchec...">

.. only:: html

 .. figure:: /user-guide/vision/auto_tutorials/images/thumb/sphx_glr_plot_detection_tutorial_thumb.png
     :alt: Object Detection Tutorial

     :ref:`sphx_glr_user-guide_vision_auto_tutorials_plot_detection_tutorial.py`

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /user-guide/vision/auto_tutorials/plot_detection_tutorial
.. raw:: html

    <div class="sphx-glr-clear"></div>



.. only :: html

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


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

    :download:`Download all examples in Python source code: auto_tutorials_python.zip </user-guide/vision/auto_tutorials/auto_tutorials_python.zip>`



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

    :download:`Download all examples in Jupyter notebooks: auto_tutorials_jupyter.zip </user-guide/vision/auto_tutorials/auto_tutorials_jupyter.zip>`


.. only:: html

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

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