The invention provide synthetic infrared image generation for machine learning of gaze estimation. One embodiment of a method includes calculating one or more activation values of one or more neural networks trained to infer eye gaze information based, at least in part, on eye position of one or more images of one or more faces indicated by an infrared light reflection from the one or more images.
Synthetic infrared image generation for machine learning of gaze estimation