Liveness detection basics: stopping a photo from unlocking a face check

A recognition model will happily match a printed photograph of you to your enrolled embedding. It was trained to recognise faces, not to notice paper. Liveness detection is the layer that asks "is there a live person here?" and FaceVision runs it in the browser alongside recognition. Two families of liveness Passive — a model looks at a single...