Capturing hand and finger movements within milliseconds is becoming increasingly important for many applications, from virtual reality to human-machine interaction and Industry 4.0. So far, its enormous technical demands have limited possible applications. Computer scientists at the Max Planck Institute for Informatics have now developed a software system involving the interaction of various neural networks that requires only the built-in camera of a laptop.