Distributed facial recognition, registration, and authentication

Abstract

Facilitating secure and updated user profile information within a distributed network for facial recognition-based access control systems is disclosed. A user's signature (e.g., facial profile data) is routinely and consistently updated across the access control platform. A remote computing system maintains timely and accurate signature data between user devices and access control devices such that each device benefits from the most updated user information, facial recognition models, and spoof detection models. A user may enroll or disenroll in the access control platform via his or her own mobile device, a cloud-based server, and/or the access control device. The enrollment or disenrollment data may be automatically synchronized and updated throughout the platform. These and other benefits may improve the ease with which users and access controllers (e.g., building owners, landlords, etc.) can securely and automatically enroll/disenroll users, thereby improving the uptake and prevalence of facial recognition-based access control platforms.