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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.

Patent No.:

US 12039423 B1

PDFFull Text
Date of Patent:
Jul. 16, 2024

Filed:

Apr. 25, 2022

System and method for procedurally synthesizing datasets of objects of interest for training machine-learning models

Applicant:

Nvidia Corporation, Santa Clara, CA (US);

Inventors:

Jesse Clayton, Santa Clara, CA (US);

Vladimir Glavtchev, Mountain View, CA (US);

Assignee:

NVIDIA Corporation, Santa Clara, CA (US);

Attorney:
Primary Examiner:

Manav Seth

Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 18/214 (2023.01); G06F 18/25 (2023.01); G06F 18/28 (2023.01); G06N 5/046 (2023.01); G06T 15/00 (2011.01); G06V 10/772 (2022.01); G06V 10/774 (2022.01); G06V 20/58 (2022.01); G06V 40/10 (2022.01); G06V 40/16 (2022.01); G06V 40/20 (2022.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 18/214 (2023.01); G06F 18/254 (2023.01); G06F 18/28 (2023.01); G06N 5/046 (2013.01); G06T 15/005 (2013.01); G06V 10/772 (2022.01); G06V 10/774 (2022.01); G06V 20/58 (2022.01); G06V 20/584 (2022.01); G06V 40/103 (2022.01); G06V 40/16 (2022.01); G06V 40/20 (2022.01);
Abstract

The disclosure provides a vehicle, a machine vision system, and a robot. In one example, the vehicle includes one or more processing units to implement a machine-learning model and to identify one or more objects depicted in one or more images using the machine-learning model, the machine-learning model being trained using a training dataset that includes a plurality of images procedurally synthesized according to one or more training image definitions.

Find Patent Forward Citations

Clayton, Jesse. (2024). System and method for procedurally synthesizing datasets of objects of interest for training machine-learning models (U.S. Patent No. 12039423). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12039423

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

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