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Interactive Jupyter notebooks for Microsoft Cognitive Services
Jupyter Notebook Python
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v-deken and cthrash Updated Computer Vision notebook to support v2.0 API (#3)
* Updated notebook to use v2.0 API, minor language fixes

* Fixed links to point to v2.0 API docs
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Interactive Jupyter notebooks for Microsoft Cognitive Services

This repository contains Jupyter notebooks that illustrate various features of Microsoft Cognitive Services.

How to run notebooks

  • The simplest way to run the samples is via MyBinder by clicking on Binder
  • If you have a Microsoft LiveID, you can also run the notebooks on Azure notebooks by clicking on AzureNB.
  • To run notebooks on a local Jupyter installation:
    • Clone the repo: git clone
    • Go into the samples directory: cd cognitive-services-notebooks
    • Install the required packages: pip install -r requirements.txt or conda install --file requirements.txt
    • Start Jupyter notebooks: jupyter notebook

How to generate markdown

While you can use jupyter nbconvert --to-markdown to convert the notebooks to Markdown, you can also use the tool notebook_to_markdown in the tools directory as follows:

python notebook_name [--output-dir output_directory]

notebook_to_markdown generates self-contained markdown files by replacing image references with inlined base64-encoded images. Therefore, HTML output generated from the resulting markdown files are also fully self-contained.


This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit

When you submit a pull request, a CLA-bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., label, comment). Simply follow the instructions provided by the bot. You will only need to do this once across all repos using our CLA.

This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact with any additional questions or comments.

Legal Notices

Microsoft and any contributors grant you a license to the Microsoft documentation and other content in this repository under the Creative Commons Attribution 4.0 International Public License, see the LICENSE file, and grant you a license to any code in the repository under the MIT License, see the LICENSE-CODE file.

Microsoft, Windows, Microsoft Azure and/or other Microsoft products and services referenced in the documentation may be either trademarks or registered trademarks of Microsoft in the United States and/or other countries. The licenses for this project do not grant you rights to use any Microsoft names, logos, or trademarks. Microsoft's general trademark guidelines can be found at

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