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:
Oct. 06, 2026

Filed:

Apr. 24, 2023
Applicant:

Zoox, Inc., Foster City, CA (US);

Inventors:

Mahsa Ghafarianzadeh, San Francisco, CA (US);

Kenneth Michael Siebert, Redwood City, CA (US);

Archie Lee, San Mateo, CA (US);

Assignee:

Zoox, Inc., Foster City, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01);
Abstract

Techniques for generating a dataset with clustered scenarios are provided. A first log data associated with a first vehicle is determined based on first criteria. A second log data is determined based on second criteria different from the first criteria. An instruction to generate a dataset is received. The first log data and the second log data are parameterized. A similarity between the first log data and the second log data based is determined at least in part on the parameterizing the first log data and the second log data. Based at least in part on the similarity between the first log data and the second log data, at least one of the first log data or the second log data from a dataset associated with a second vehicle is excluded.


Find Patent Forward Citations

Ghafarianzadeh, Mahsa. (2026). Dataset generation from clustered scenarios for balanced machine-learned model training (U.S. Patent No. 12755195). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12755195

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

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