The US has secretly tested face-recognizing everyone on the street.

At a border crossing is perhaps the one place where the use of face recognition is not oppressive. To enter the US, each person will be required to show an identity document anyway.

Using face recognition to systematically identify people on the street anywhere else should be illegal outside of special cases.