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:
Jul. 21, 2026

Filed:

Mar. 03, 2021
Applicants:

Peridot Print Llc, Palo Alto, CA (US);

Nanyang Technological University, Singapore, SG;

Inventors:

Joyce Xin Yan Lim, Singapore, SG;

Quang-Cuong Pham, Singapore, SG;

Assignees:

PERIDOT PRINT LLC, Palo Alto, CA (US);

Nanyang Technological University, Singapore, SG;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 10/82 (2022.01); G06F 30/20 (2020.01); G06V 20/70 (2022.01); G06F 113/10 (2020.01);
U.S. Cl.
CPC ...
G06V 10/82 (2022.01); G06F 30/20 (2020.01); G06V 20/70 (2022.01); G06F 2113/10 (2020.01);
Abstract

Examples of simulated powdered model generation for neural networks are described herein. In some examples, a set of simulated powdered models that simulate application of powder to a computer aided design (CAD) model are generated. In some examples, synthetic images of the simulated powdered models placed in a virtual environment are generated. In some examples, a neural network is trained to recognize real objects based on the synthetic images of the simulated powdered models.


Find Patent Forward Citations

Lim, Joyce Xin Yan. (2026). Simulated powdered model generation for neural networks (U.S. Patent No. 12688685). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12688685

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

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