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:
Feb. 13, 2024

Filed:

May. 21, 2019
Applicant:

Movidius Ltd., Schiphol-Rijk, NL;

Inventors:

David Macdara Moloney, Dublin, IE;

Jonathan David Byrne, Ashbourne, IE;

Léonie Raideen Buckley, Dublin, IE;

Xiaofan Xu, Dublin, IE;

Dexmont Alejandro Peña Carillo, Dublin, IE;

Luis M. Rodríguez Martín de la Sierra, Daimiel, ES;

Carlos Márquez Rodríguez-Peral, Daimiel, ES;

Mi Sun Park, San Jose, CA (US);

Cormac M. Brick, San Francisco, CA (US);

Alessandro Palla, Seattle, WA (US);

Assignee:

Intel Corporation, Santa Clara, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2022.01); G06N 3/082 (2023.01); G06N 3/04 (2023.01); G06T 7/70 (2017.01); G06N 3/044 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 3/082 (2013.01); G06N 3/04 (2013.01); G06N 3/044 (2023.01); G06T 7/70 (2017.01); G06N 20/00 (2019.01); G06T 2207/10024 (2013.01); G06T 2207/10028 (2013.01); G06T 2207/20081 (2013.01);
Abstract

A machine learning system is provided to enhance various aspects of machine learning models. In some aspects, a substantially photorealistic three-dimensional (3D) graphical model of an object is accessed and a set of training images of the 3D graphical mode are generated, the set of training images generated to add imperfections and degrade photorealistic quality of the training images. The set of training images are provided as training data to train an artificial neural network.


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