What Azure AI Face does
Azure AI Face (part of Azure AI Vision, now under Microsoft Foundry Tools) detects faces in an image and returns a face ID used by every other operation. From there it can verify whether two faces belong to the same person (1:1), identify a face against a person group of up to 1 million persons with up to 248 faces each (1:N), find similar faces, group unknown faces, and run liveness detection against photos, screens and masks. You call it through the REST API or client SDKs, or try it in Vision Studio.
Access is restricted. Per Microsoft's Limited Access page, identification and verification require a registration form, are available only to customers managed by Microsoft (working directly with Microsoft account teams) for approved use cases, and do not run on the Free (F0) tier. Face detection works without registration. Microsoft has retired emotion and gender inference and limited age, smile, facial hair, hair and makeup attributes, and US police departments may not use the service.
