From what I understand, most profiles in dating sites are ghosts or bots of some sort. As for what is left, there will be those photos of six foot tall men that happen to be five foot and exaggerating somewhat. As for age information, isn't everyone lying about that?

All considered, I can't think of a worse database to train facial recognition on.