In this demo we will find the facial landmarks, such as eyes, nose, mouth, ears, jaw-line using the popular dlib library

pip install -r requirements.txt

You also need shape detector, you can download it by

wget http://dlib.net/files/shape_predictor_68_face_landmarks.dat.bz2

python facelandmarkdetect.py --shape-predictor shape_predictor_68_face_landmarks.dat --image images/face1.jpg

One Millisecond Face Alignment with an Ensemble of Regression Trees, Kazemi and Sullivan (2014).

Credits: My Guru: Adrian Rosebrock