In my opinion, it's about both the databases and the hardware. Specifically if/when always-on cameras become socially acceptable to wear in public, then facial databases can be utilised.
Presently, I don't think it's socially acceptable to always be pointing a phone's camera at someone.
Very nice, readable and aesthetically pleasing. I particularly like the mobile-width view.