Face alignment requires the bounding box from an external face detector. You may find a useful one from here: https://github.com/kpzhang93/MTCNN_face_detection ...
Update: we have released our code and paper for our new vision system here, which took 1st place in the stowing task at the Amazon Robotics Challenge 2017. This repository contains toolbox code for ...