How face recognition works: embeddings, thresholds and why you never store faces

Face recognition is four steps, and only one of them is recognition. Understanding the pipeline is what lets you build one responsibly — which for FaceVision meant a system where the server has never seen a face. The four steps Detection — find faces in the frame and return bounding boxes and landmarks. Alignment — rotate and crop each face to a...