International Business Machines Corporation
Using video tracking technology to create machine learning datasets for tasks

Abstract:

A method, system and computer-usable medium are disclosed for tracking selected points in a series of images to determine motions made by a subject to perform an action to train a system, such as a machine or robot. A series of images are received depicting incremental steps of the subject performing the action. Selected points that are useful to track the subject performing the action are identified. Datasets of points used to train a model are mapped, and the model is trained using the mapped datasets of points.