This video is part of demonstration for real-time facial landmark detection using OpenCV, Python, and dlib. The code provided for this video (along with an explanation of the algorithm) can be found here: http://www.pyimagesearch.com/2017/04/17/real-time-facial-landmark-detection-opencv-python-dlib/
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