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:
Apr. 27, 2021

Filed:

Dec. 27, 2019
Applicant:

Sap SE, Walldorf, DE;

Inventors:

Frederik Pahde, Berlin, DE;

Oleksiy Ostapenko, Berlin, DE;

Tassilo Klein, Berlin, DE;

Moin Nabi, Berlin, DE;

Mihai Puscas, Berlin, DE;

Assignee:

SAP SE, Walldorf, DE;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01); G06T 19/20 (2011.01); G06K 9/62 (2006.01); G06F 16/53 (2019.01); G06N 3/04 (2006.01); G06T 15/04 (2011.01); G06T 17/20 (2006.01);
U.S. Cl.
CPC ...
G06K 9/6256 (2013.01); G06F 16/53 (2019.01); G06K 9/6215 (2013.01); G06N 3/0454 (2013.01); G06N 3/08 (2013.01); G06T 15/04 (2013.01); G06T 17/20 (2013.01); G06T 19/20 (2013.01); G06T 2219/2016 (2013.01);
Abstract

A method for generating synthetic data is provided. The method includes retrieving, from a database, a set of authentic base class images. The method further includes generating a three dimensional mesh of a base class. The method further includes retrieving, from the database, a set of textual descriptions. The method further includes retrieving a set of authentic novel class images. The method further includes generating, at a first neural network, a set of synthetic novel class images, the generating based on at least the three dimensional mesh, the set of textual descriptions, and/or the set of authentic novel class images. The method further includes training, based on at least the set of synthetic novel class images, a second neural network, the second neural network ranking the set of synthetic novel class images and outputting a set of highest ranked synthetic images from the set of synthetic novel class images.


Find Patent Forward Citations

Pahde, Frederik. (2021). Self-paced adversarial training for multimodal and 3d model few-shot learning (U.S. Patent No. 10990848). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/10990848

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