Image examples
----------------

These examples explain machine learning models applied to image data. They are all generated from Jupyter
notebooks `available on GitHub <https://github.com/shap/shap/tree/master/notebooks/image_examples>`_.


Image classification
====================
Examples using :class:`shap.explainers.Partition` to explain image classifiers.

.. toctree::
    :glob:
    :maxdepth: 1

    example_notebooks/image_examples/image_classification/*


Image captioning
================
Examples using :class:`shap.explainers.Permutation` to produce explanations in a model agnostic manner.

.. toctree::
    :glob:
    :maxdepth: 1

    example_notebooks/image_examples/image_captioning/*