FACER2VM is a five-year research programme aimed at making face recognition ubiquitous. The project will develop unconstrained face recognition technology for a broad spectrum of applications. The approach adopted will endeavour to devise novel machine learning solutions, which combine the technique of deep learning with sophisticated prior information conveyed by 3D face models.