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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.

Patent No.:

US 12694653 B1

PDFFull Text
Date of Patent:
Jul. 28, 2026

Filed:

May. 10, 2024

Neural network

Applicant:

Ford Global Technologies, Llc, Dearborn, MI (US);

Inventors:

Parul Kothari, New Brunswick, NJ (US);

Iurii Simanovskyi, Valencia, PA (US);

Michael Joseph Rondinelli, Cranberry Township, PA (US);

Richard Kwant, San Bruno, CA (US);

Ian Volkwein, Pittsburgh, PA (US);

Rose Ciriello, Pittsburgh, PA (US);

Dave Chekan, Pittsburgh, PA (US);

Assignee:

Ford Global Technologies, LLC, Dearborn, MI (US);

Attorneys:

Frank A. MacKenzie

Brooks Kushman P.C.

Primary Examiner:

Idowu O Osifade

Int. Cl.
CPC ...
G06V 20/40 (2022.01); G06V 10/774 (2022.01); G06V 10/82 (2022.01); G06V 10/94 (2022.01);
U.S. Cl.
CPC ...
G06V 10/774 (2022.01); G06V 10/82 (2022.01); G06V 10/945 (2022.01); G06V 20/41 (2022.01); G06V 20/46 (2022.01);
Abstract

A computer that includes a processor and a memory, the memory including instructions executable by the processor to plot three-dimensional positions of labeled cuboids from successive frames between a first keyframe and a second keyframe of a densely labeled video sequence. A sparsely labeled video sequence can be generated by removing labeled cuboids from the densely labeled video sequence with positions that are within a user-selected distance from a line extending from a position of the labeled cuboid in the first keyframe to a position of the labeled cuboid in the second keyframe. The sparsely labeled video sequence can be output for training a machine learning system.

Find Patent Forward Citations

Kothari, Parul. (2026). Neural network (U.S. Patent No. 12694653). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12694653

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

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