I know a lot of people who will be shocked by the announcement that Face.com will be closing their API. If anything, it was amazingly easy to hack a project together with face.com, not to mention it's academic state-of-the-art recognition.
We've been working on this alternative internally for some time. While it's still a private beta, we hope one day to provide the same level of service that Face.com did.