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最新的一些开源face alignment及评价

發布時間:2023/12/10 编程问答 41 豆豆
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  • dlib :https://github.com/davisking/dlib/tree/v18.18
  • 評價:速度快,可商用,有些時候不太準確
    2. CLM-framework: https://github.com/TadasBaltrusaitis/CLM-framework

    評價:很準確,不可商用
    3. Face Detection, Pose Estimation and Landmark Localization in the Wild :http://www.ics.uci.edu/~xzhu/face/

    評價:Very slow (~10 seconds an image after hyper threading on a 8-core CPU), but very accurate when it comes to high pose variations
    4. SDM patrikhuber/superviseddescent:https://github.com/patrikhuber/superviseddescent

    評價:Nicely written C++ code, though not very robust
    5. Robust face landmark estimation under occlusion:http://www.vision.caltech.edu/xpburgos/ICCV13/

    評價:Specially designed for handling occlusions(遮擋區域), but slow on account being written in MATLAB.
    6. 應用了CLM的項目:https://www.technologyreview.com/s/541866/this-car-knows-your-next-misstep-before-you-make-it/

    評價:I actually explored a large number of open-source facial landmark detectors for a project, and found the CLM framework to outperform everything else (in terms of both speed and accuracy). We eventually used it in our project: www.technologyreview.com/news/…
    7. clandmark:https://github.com/uricamic/clandmark
    8. kylemcdonald/FaceTracker:https://github.com/kylemcdonald/FaceTracker
    9. ++Android app for facial landmark tracking++:https://github.com/ajdroid/facetrackerapp
    10. kylemcdonald/FaceTracker:https://github.com/kylemcdonald/FaceTracker
    11. http://note.youdao.com/groupshare/web/file.html?token=4F58BCBC04714A7C8ADE604364BA97BB&gid=22052122

    12: ofxFaceTracker:https://github.com/kylemcdonald/ofxFaceTracker

    參考鏈接:http://www.learnopencv.com/facial-landmark-detection/#comment-2471797375

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