I'd bet you'd get a lot higher accuracy from scanning a facebook profile's metadata than from their image.
That said, the concern of this is the potential to do this on at scale in a horrible distopia. Cameras in airports and on sidewalks automatically scan people for "undesirable" features and they end up in reeducation camps or just simply disappearing.