SAP SE
DATA GENERATION AND ANNOTATION FOR MACHINE LEARNING

Abstract:

A data annotation server accesses a request from a machine learning server for annotated images of a user interface containing a specified user interface element. The data annotation server programmatically determines whether user interfaces generated by an application server include the specified user interface element. If so, an image of the user interface is stored and a location or bounding box of the user interface element is determined. The stored image of the user interface is annotated with the determined location of the user interface element. The image and the annotation are provided to the machine learning server, which uses the images and annotations to train a machine learning model.