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OpenCV Tutorials

The following links describe a set of basic OpenCV tutorials. All the source code mentioned here is provide as part of the OpenCV regular releases, so check before you start copy & pasting the code. The list of tutorials below is automatically generated from reST files located in our GIT repository.

As always, we would be happy to hear your comments and receive your contributions on any tutorial.

  • :ref:`Table-Of-Content-Introduction`

    .. tabularcolumns:: m{100pt} m{300pt}
    
    .. cssclass:: toctableopencv
    
    

    Introduction Icon

    You will learn how to setup OpenCV on your computer!

  • :ref:`Table-Of-Content-Core`

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    .. cssclass:: toctableopencv
    
    

    core Icon

    Here you will learn the about the basic building blocks of the library. A must read and know for understanding how to manipulate the images on a pixel level.

  • :ref:`Table-Of-Content-ImgProc`

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    .. cssclass:: toctableopencv
    
    

    imgproc Icon

    In this section you will learn about the image processing (manipulation) functions inside OpenCV.

  • :ref:`Table-Of-Content-HighGui`

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    highgui Icon

    This section contains valuable tutorials about how to read/save your image/video files and how to use the built-in graphical user interface of the library.

  • :ref:`Table-Of-Content-Calib3D`

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    calib3d Icon

    Although we got most of our images in a 2D format they do come from a 3D world. Here you will learn how to find out from the 2D images information about the 3D world.

  • :ref:`Table-Of-Content-Feature2D`

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    feature2D Icon

    Learn about how to use the feature points detectors, descriptors and matching framework found inside OpenCV.

  • :ref:`Table-Of-Content-Video`

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    video Icon

    Look here in order to find use on your video stream algorithms like: motion extraction, feature tracking and foreground extractions.

  • :ref:`Table-Of-Content-ObjDetect`

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    objdetect Icon

    Ever wondered how your digital camera detects peoples and faces? Look here to find out!

  • :ref:`Table-Of-Content-Ml`

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    ml Icon

    Use the powerfull machine learning classes for statistical classification, regression and clustering of data.

  • :ref:`Table-Of-Content-GPU`

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    gpu icon

    Squeeze out every little computation power from your system by using the power of your video card to run the OpenCV algorithms.

  • :ref:`Table-Of-Content-Contrib`

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    gpu icon

    Discover additional contribution to OpenCV.

  • :ref:`Table-Of-Content-iOS`

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    gpu icon

    Run OpenCV and your vision apps on an iDevice

  • :ref:`Table-Of-Content-Viz`

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    viz icon

    These tutorials show how to use Viz module effectively.

  • :ref:`Table-Of-Content-General`

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    General Icon

    These tutorials are the bottom of the iceberg as they link together multiple of the modules presented above in order to solve complex problems.

.. toctree::
   :maxdepth: 2
   :hidden:

   introduction/table_of_content_introduction/table_of_content_introduction
   core/table_of_content_core/table_of_content_core
   imgproc/table_of_content_imgproc/table_of_content_imgproc
   highgui/table_of_content_highgui/table_of_content_highgui
   calib3d/table_of_content_calib3d/table_of_content_calib3d
   features2d/table_of_content_features2d/table_of_content_features2d
   video/table_of_content_video/table_of_content_video
   objdetect/table_of_content_objdetect/table_of_content_objdetect
   ml/table_of_content_ml/table_of_content_ml
   gpu/table_of_content_gpu/table_of_content_gpu
   contrib/table_of_content_contrib/table_of_content_contrib
   ios/table_of_content_ios/table_of_content_ios
   viz/table_of_content_viz/table_of_content_viz
   general/table_of_content_general/table_of_content_general