.. _page_jupyter_notebooks:

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Jupyter Notebooks
==========================

Several jupyter notebooks are available that provide tutorials about `imgaug`'s functionality.
They are hosted at `imgaug-doc/notebooks <https://github.com/aleju/imgaug-doc/tree/master/notebooks>`_.
The notebooks can be downloaded to interactively modify the examples.

List of Notebooks:
  * `A01 - Load and Augment an Image <https://nbviewer.jupyter.org/github/aleju/imgaug-doc/blob/master/notebooks/A01%20-%20Load%20and%20Augment%20an%20Image.ipynb>`_
  * `A03 - Multicore Augmentation <https://nbviewer.jupyter.org/github/aleju/imgaug-doc/blob/master/notebooks/A03%20-%20Multicore%20Augmentation.ipynb>`_
  * `B01 - Augment Keypoints (aka Landmarks) <https://nbviewer.jupyter.org/github/aleju/imgaug-doc/blob/master/notebooks/B01%20-%20Augment%20Keypoints.ipynb>`_
  * `B02 - Augment Bounding Boxes <https://nbviewer.jupyter.org/github/aleju/imgaug-doc/blob/master/notebooks/B02%20-%20Augment%20Bounding%20Boxes.ipynb>`_
  * `B03 - Augment Polygons <https://nbviewer.jupyter.org/github/aleju/imgaug-doc/blob/master/notebooks/B03%20-%20Augment%%20Polygons.ipynb>`_
  * `B06 - Augment Line Strings <https://nbviewer.jupyter.org/github/aleju/imgaug-doc/blob/master/notebooks/B06%20-%20Augment%20Line%20Strings.ipynb>`_
  * `B04 - Augment Heatmaps <https://nbviewer.jupyter.org/github/aleju/imgaug-doc/blob/master/notebooks/B04%20-%20Augment%20Heatmaps.ipynb>`_
  * `B05 - Augment Segmentation Maps <https://nbviewer.jupyter.org/github/aleju/imgaug-doc/blob/master/notebooks/B05%20-%20Augment%20Segmentation%20Maps.ipynb>`_
  * `C01 - Using Probability Distributions as Parameters <https://nbviewer.jupyter.org/github/aleju/imgaug-doc/blob/master/notebooks/C01%20-%20Using%20Probability%20Distributions%20as%20Parameters.ipynb>`_
  * `C02 - Using imgaug with more Control Flow <https://nbviewer.jupyter.org/github/aleju/imgaug-doc/blob/master/notebooks/C02%20-%20Using%20imgaug%20with%20more%20Control%20Flow.ipynb>`_
  * `C03 - Stochastic and Deterministic Augmentation <https://nbviewer.jupyter.org/github/aleju/imgaug-doc/blob/master/notebooks/C03%20-%20Stochastic%20and%20Deterministic%20Augmentation.ipynb>`_
  * `C04 - Copying Random States and Using Multiple Augmentation Sequences <https://nbviewer.jupyter.org/github/aleju/imgaug-doc/blob/master/notebooks/C04%20-%20Copying%20Random%20States%20and%20Using%20Multiple%20Augmentation%20Sequences.ipynb>`_