:orphan:

.. _vision_tutorials:

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



.. raw:: html

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


.. 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

  .. image:: /user-guide/vision/auto_tutorials/images/thumb/sphx_glr_plot_simple_classification_tutorial_thumb.png
    :alt:

  :ref:`sphx_glr_user-guide_vision_auto_tutorials_plot_simple_classification_tutorial.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Image Data Validation in 5 Minutes</div>
    </div>


.. raw:: html

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

.. only:: html

  .. image:: /user-guide/vision/auto_tutorials/images/thumb/sphx_glr_plot_segmentation_tutorial_thumb.png
    :alt:

  :ref:`sphx_glr_user-guide_vision_auto_tutorials_plot_segmentation_tutorial.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Semantic Segmentation Tutorial</div>
    </div>


.. raw:: html

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

.. only:: html

  .. image:: /user-guide/vision/auto_tutorials/images/thumb/sphx_glr_plot_classification_tutorial_thumb.png
    :alt:

  :ref:`sphx_glr_user-guide_vision_auto_tutorials_plot_classification_tutorial.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Image Classification Tutorial</div>
    </div>


.. 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

  .. image:: /user-guide/vision/auto_tutorials/images/thumb/sphx_glr_plot_custom_task_tutorial_thumb.png
    :alt:

  :ref:`sphx_glr_user-guide_vision_auto_tutorials_plot_custom_task_tutorial.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Custom Task Tutorial</div>
    </div>


.. raw:: html

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

.. only:: html

  .. image:: /user-guide/vision/auto_tutorials/images/thumb/sphx_glr_plot_detection_tutorial_thumb.png
    :alt:

  :ref:`sphx_glr_user-guide_vision_auto_tutorials_plot_detection_tutorial.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Object Detection Tutorial</div>
    </div>


.. raw:: html

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

.. only:: html

  .. image:: /user-guide/vision/auto_tutorials/images/thumb/sphx_glr_plot_custom_checks_thumb.png
    :alt:

  :ref:`sphx_glr_user-guide_vision_auto_tutorials_plot_custom_checks.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Creating a Custom Check</div>
    </div>


.. raw:: html

    </div>


.. toctree::
   :hidden:

   /user-guide/vision/auto_tutorials/plot_simple_classification_tutorial
   /user-guide/vision/auto_tutorials/plot_segmentation_tutorial
   /user-guide/vision/auto_tutorials/plot_classification_tutorial
   /user-guide/vision/auto_tutorials/plot_custom_task_tutorial
   /user-guide/vision/auto_tutorials/plot_detection_tutorial
   /user-guide/vision/auto_tutorials/plot_custom_checks


.. 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: 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>`_