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OpenCV Tutorials
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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.
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As always, we would be happy to hear your comments and receive your contributions on any tutorial.
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* :ref: `Table-Of-Content-Introduction`
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.. tabularcolumns :: m{100pt} m{300pt}
.. cssclass :: toctableopencv
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=========== =======================================================
|Introduct| You will learn how to setup OpenCV on your computer!
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=========== =======================================================
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.. |Introduct| image :: images/introduction.jpg
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:height: 80pt
:width: 80pt
:alt: Introduction Icon
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* :ref: `Table-Of-Content-Core`
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.. tabularcolumns :: m{100pt} m{300pt}
.. cssclass :: toctableopencv
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=========== =======================================================
|Core| 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.
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=========== =======================================================
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.. |Core| image :: images/core.jpg
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:height: 80pt
:width: 80pt
:alt: core Icon
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* :ref: `Table-Of-Content-ImgProc`
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.. tabularcolumns :: m{100pt} m{300pt}
.. cssclass :: toctableopencv
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=========== =======================================================
|ImgProc| In this section you will learn about the image processing (manipulation) functions inside OpenCV.
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=========== =======================================================
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.. |ImgProc| image :: images/imgproc.jpg
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:height: 80pt
:width: 80pt
:alt: imgproc Icon
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* :ref: `Table-Of-Content-HighGui`
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.. tabularcolumns :: m{100pt} m{300pt}
.. cssclass :: toctableopencv
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=========== =======================================================
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|HighGui| 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.
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.. |HighGui| image :: images/highgui.jpg
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:height: 80pt
:width: 80pt
:alt: highgui Icon
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* :ref: `Table-Of-Content-Calib3D`
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.. tabularcolumns :: m{100pt} m{300pt}
.. cssclass :: toctableopencv
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=========== =======================================================
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|Calib3D| 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.
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.. |Calib3D| image :: images/calib3d.jpg
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:height: 80pt
:width: 80pt
:alt: calib3d Icon
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* :ref: `Table-Of-Content-Feature2D`
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.. tabularcolumns :: m{100pt} m{300pt}
.. cssclass :: toctableopencv
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=========== =======================================================
|Featur2D| Learn about how to use the feature points detectors, descriptors and matching framework found inside OpenCV.
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=========== =======================================================
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.. |Featur2D| image :: images/feature2D.jpg
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:height: 80pt
:width: 80pt
:alt: feature2D Icon
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* :ref: `Table-Of-Content-Video`
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.. tabularcolumns :: m{100pt} m{300pt}
.. cssclass :: toctableopencv
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=========== =======================================================
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|Video| Look here in order to find use on your video stream algoritms like: motion extraction, feature tracking and foreground extractions.
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=========== =======================================================
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.. |Video| image :: images/video.jpg
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:height: 80pt
:width: 80pt
:alt: video Icon
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* :ref: `Table-Of-Content-ObjDetect`
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.. tabularcolumns :: m{100pt} m{300pt}
.. cssclass :: toctableopencv
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=========== =======================================================
|ObjDetect| Ever wondered how your digital camera detects peoples and faces? Look here to find out!
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.. |ObjDetect| image :: images/objdetect.jpg
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:height: 80pt
:width: 80pt
:alt: objdetect Icon
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* :ref: `Table-Of-Content-Ml`
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.. tabularcolumns :: m{100pt} m{300pt}
.. cssclass :: toctableopencv
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=========== =======================================================
|ml| Use the powerfull machine learning classes for statistical classification, regression and clustering of data.
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=========== =======================================================
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.. |ml| image :: images/ml.jpg
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:height: 80pt
:width: 80pt
:alt: ml Icon
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* :ref: `Table-Of-Content-GPU`
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.. tabularcolumns :: m{100pt} m{300pt}
.. cssclass :: toctableopencv
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=========== =======================================================
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|GPU| Squeeze out every little computation power from your system by using the power of your video card to run the OpenCV algorithms.
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=========== =======================================================
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.. |GPU| image :: images/gpu.jpg
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:height: 80pt
:width: 80pt
:alt: gpu icon
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* :ref: `Table-Of-Content-General`
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.. tabularcolumns :: m{100pt} m{300pt}
.. cssclass :: toctableopencv
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=========== =======================================================
|General| These tutorials are the bottom of the iceberg as they link together multiple of the modules presented above in order to solve complex problems.
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=========== =======================================================
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.. |General| image :: images/general.jpg
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:height: 80pt
:width: 80pt
:alt: General Icon
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.. raw :: latex
\pagebreak
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.. 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
general/table_of_content_general/table_of_content_general