The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Mar. 25, 2025

Filed:

Sep. 17, 2020
Applicant:

Sap SE, Walldorf, DE;

Inventor:
Assignee:

SAP SE, Walldorf, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06T 11/20 (2006.01); G06V 30/10 (2022.01); G06V 30/148 (2022.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06T 11/20 (2013.01); G06V 30/153 (2022.01); G06T 2210/12 (2013.01); G06V 30/10 (2022.01);
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.


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