US Patent 11475712 Method and device for automatic gesture recognition

A method for automatic gesture recognition in which, by a machine learner data of a respective gesture of a variety of gestures executed by a user and captured by at least one sensor gestures of a class are assigned to a variety of predetermined classes, and in which the machine learner is trained with a training data set, which is divided into predetermined data segments. The respective data segments are data segments of the training data set are assigned to the variety of predetermined classes by means of the machine learner. A respective contribution, with the respective assignment processes for the assignment of respective data segments are incorporated into the automatic gesture recognition of a particular class.