Car detection in Opencv LBP cascade to download

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  • LBP cascade for Car detection in Opencv

    LBP ( included to download) and Haar features in opencv detectMultiscale are one of the most simple and also powerfull (Old sure) to detect something. In this article is pre trained LBP cascade for car detection. Code and basic info. Results are not that bad. Check the video and enjoy pretrained cascade.

    Car LBP cascade detection opencv



    Opencv cascade for car detection conditions of use


    Also, Do not worry about the condition of use. Use only on your own risk. That's it. The dataset to train this cascade is only mine. I also colect positive and negative data. I just want to say, that there is also no conditions based on the datasets. There is no others conditions of use. Maybe check the Opencv traincascade utility. Thanks. Yes share and cite. Just small minimal condition.

    Download HERE


    LBP cascade properties

    <!--
    This is just basic 5 stage haar cascade car detector develop by 
    V.K. from https://funvision.blogspot.com
    -->

    <opencv_storage>
    <cascade>
      <stagetype>BOOST</stagetype>
      <featuretype>LBP</featuretype>
      <height>32</height>
      <width>32</width>
      <stageparams>
        <boosttype>GAB</boosttype>
        <minhitrate>9.9999499320983887e-01</minhitrate>
        <maxfalsealarm>4.1999998688697815e-01</maxfalsealarm>
        <weighttrimrate>9.4999999999999996e-01</weighttrimrate>
        <maxdepth>25</maxdepth>
        <maxweakcount>80</maxweakcount></stageparams>
      <featureparams>
        <maxcatcount>256</maxcatcount>
        <featsize>1</featsize></featureparams>
      <stagenum>5</stagenum>


    Opencv video results



    Set Opencv Project in VS2015


    You can simple prepare the project inside the Visual Studio 2015 by Nuget Packages. This approach is easy for beginers and better than standard installation with all the environmental variables problems. Just follow the installation steps inside here


    How to use LBP cascade in OPENCV

    Just Copy downloaded cascade inside the VS 2015 project dir. 
    Visual Studio 2015\Projects\CarProject\CarProject



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