1. A computer-implemented method, comprising: generating, by a computing system, a 3D-aligned face image from a 2D face image; and classifying, by the computing system, an identity of the 2D face image based on provision of the 3D-aligned face image to a deep neural network (DNN), the identity of the 2D face image comprising a feature vector.