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:
Aug. 03, 2021

Filed:

Dec. 27, 2019
Applicant:

Sap SE, Walldorf, DE;

Inventors:

Frederik Pahde, Berlin, DE;

Mihai Puscas, Berlin, DE;

Moin Nabi, Berlin, DE;

Tassilo Klein, 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 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 17/20 (2013.01); G06T 19/20 (2013.01); G06T 2219/2016 (2013.01);
Abstract

In one aspect, there is provided a system including at least one data processor and at least one memory. The at least one memory may store instructions that cause operations when executed by the at least one data processor. The operations may include retrieving a set of authentic base class images from a database. The operations may further include generating, based on the set of authentic base class images, a three dimensional mesh of the base class. The operations may further include retrieving a set of authentic novel class images. The operations may further include generating, at a first neural network and based on the three dimensional mesh and the set of authentic novel class images, a set of synthetic novel class images. The operations may further include training a second neural network based on the set of synthetic novel class images.


Find Patent Forward Citations

Pahde, Frederik. (2021). Low-shot learning from imaginary 3d model (U.S. Patent No. 11080560). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11080560

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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