.. _sphx_glr_auto_examples_vision:

Vision Models
=============

Examples demonstrating how to explain image classification models
using ``shapiq`` with image patch-based cooperative games.



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

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    <div class="sphx-glr-thumbcontainer" tooltip="This example shows how to explain an image classification by a Vision Transformer (ViT) using shapiq. The image is divided into patches and each patch becomes a player in a cooperative game. Shapley values then quantify how much each patch contributes to the predicted class.">

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  .. image:: /auto_examples/vision/images/thumb/sphx_glr_plot_vision_transformer_thumb.png
    :alt:

  :doc:`/auto_examples/vision/plot_vision_transformer`

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      <div class="sphx-glr-thumbnail-title">Explaining a Vision Transformer</div>
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    </div>


.. toctree::
   :hidden:

   /auto_examples/vision/plot_vision_transformer