Officers also checked two registered sex offenders during the operation last week.
Home Secretary Shabana Mahmood is moving ahead with plans to expand the technology to police forces across England and Wales.
Under the proposals, the number of facial recognition vans would be increased from 10 to 50.
But civil liberty campaigners say they are a breach of privacy.
