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. 11, 2025

Filed:

Jan. 03, 2023
Applicant:

Autodesk, Inc., San Francisco, CA (US);

Inventors:

Hooman Shayani, Longfield, GB;

Marco Fumero, Rome, IT;

Aditya Sanghi, Toronto, CA;

Assignee:

AUTODESK, INC., San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 19/20 (2011.01); G06N 3/0455 (2023.01); G06N 3/0475 (2023.01); G06N 3/08 (2023.01); G06N 3/092 (2023.01); G06T 17/00 (2006.01); G06T 17/10 (2006.01);
U.S. Cl.
CPC ...
G06T 19/20 (2013.01); G06N 3/0455 (2023.01); G06N 3/0475 (2023.01); G06N 3/08 (2013.01); G06N 3/092 (2023.01); G06T 17/00 (2013.01); G06T 17/10 (2013.01); G06T 2210/56 (2013.01); G06T 2219/2021 (2013.01); G06T 2219/2024 (2013.01);
Abstract

One embodiment of the present invention sets forth a technique for performing style transfer. The technique includes determining a distribution associated with a plurality of style codes for a plurality of three-dimensional (3D) shapes, where each style code included in the plurality of style codes represents a difference between a first 3D shape and a second 3D shape, and where the second 3D shape is generated by applying one or more augmentations to the first 3D shape. The technique also includes sampling from the distribution to generate an additional style code and executing a trained machine learning model based on the additional style code to generate an output 3D shape having style-based attributes associated with the additional style code and content-based attributes associated with an object. The technique further includes generating a 3D model of the object based on the output 3D shape.


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