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. 26, 2024

Filed:

Oct. 16, 2019
Applicant:

Hewlett-packard Development Company, L.p., Spring, TX (US);

Inventors:

Qian Lin, Palo Alto, CA (US);

Augusto Cavalcante Valente, Sao Paulo, BR;

Deangeli Gomes Neves, Sao Paulo, BR;

Guilherme Augusto Silva Megeto, Sao Paulo, BR;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06T 7/20 (2017.01); G06T 7/73 (2017.01); G06T 11/00 (2006.01); G06V 20/64 (2022.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06T 7/20 (2013.01); G06T 7/75 (2017.01); G06T 11/00 (2013.01); G06V 20/647 (2022.01); G06V 20/653 (2022.01); G06T 2200/04 (2013.01); G06T 2207/20081 (2013.01);
Abstract

Examples of methods for training using rendered images are described herein. In some examples, a method may include, for a set of iterations, randomly positioning a three-dimensional (3D) object model in a virtual space with random textures. In some examples, the method may include, for the set of iterations, rendering a two-dimensional (2D) image of the 3D object model in the virtual space and a corresponding annotation image. In some examples, the method may include training a machine learning model using the rendered 2D images and corresponding annotation images.


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