This framework will enable you to detect facial parts separately. facial parts including: eyes, eyebrows, nose, mouth and jawline.
pip install imutils
pip istall -r requirements.txt
python detect_face_parts.py --shape-predictor shape_predictor_68_face_landmarks.dat --image images/example_01.jpg