How face age estimation works: the technology behind accurate age checks Modern face age estimation systems rely on advances in computer vision and deep learning to predict a person’s age from a single live image. Convolutional neural networks (CNNs) are trained on large, diverse datasets that contain faces across many ages, ethnicities, lighting conditions, and.