A very simple graphical facial landmark annotation tool using Matplotlib and OpenCV.
This version helps you manually annotate a bounding box and 5 points: left eye center, right eye center, nose tip, leftmost mouth point, rightmost mouth point. You can run the script for a single image or multiple images in a directory. Points are output to stdout in csv format, but you will probably want to redirect it to a file.