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Find Face Landmarks

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Created by Yuval Nirkin.

nirkin.com

Overview

This library provides video\image sequence functionality for finding face landmarks and bounding boxes using dlib.

Main features:

Link for the demonstration video:

Demonstration Video

If you find this code useful, please make sure to cite our paper in your work:

Yuval Nirkin, Iacopo Masi, Anh Tuan Tran, Tal Hassner, Gerard Medioni, "On Face Segmentation, Face Swapping, and Face Perception", IEEE Conference on Automatic Face and Gesture Recognition (FG), Xi'an, China on May 2018

Please see project page for more details, more resources and updates on this project.

Usage

There are 3 ways to use the library:

Dependencies

LibraryMinimum VersionNotes
Boost1.47
OpenCV3.0
dlib or dlib (Windows)18.18
OpenCV's extra modules3.0Optional - For the LBP face tracker
protobuf3.0.0Optional - For loading and saving
Matlab2012aOptional - For building the MEX function

Installation

Bibliography

[1] Yuval Nirkin, Iacopo Masi, Anh Tuan Tran, Tal Hassner, Gerard Medioni, On Face Segmentation, Face Swapping, and Face Perception, arXiv preprint arXiv:1704.06729, 22 Apr 2017.
[2] Davis E. King, Dlib-ml: A Machine Learning Toolkit, Journal of Machine Learning Research, 2009.
[3] V. Kazemi and J. Sullivan. One millisecond face alignment with an ensemble of regression trees. In Proc. Conf. Comput.Vision Pattern Recognition. IEEE, 2014