Identify facial landmarks
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3 Apr Learn how to detect and extract facial landmarks from images using dlib, OpenCV, and Python.
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Description:Annotated LFW database can be downloaded from here lfw. We would like to thanks Alberto Albiol for noticing. We treat the task of landmark detection as an instance of the structured output classification problem. We propose to learn the parameters of the detector from data by the Structured Output Support Vector Machines algorithm. In contrast to the previous works, the objective function of the learning algorithm is directly related to the performance of the resulting detector which is controlled by a user-defined loss function. The resulting detector is real-time on a standard PC, simple to implement and it can be easily modified for detection of a different set of landmarks.