To confirm if the result of the prediction is reliable or whether it should be taken as an unknown person, we perform face verification (also referred to as face authentication), to obtain a confidence metric showing whether the single face image is similar to the claimed person (as opposed to face identification, which we just performed, comparing the single face image with many people).