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:

Dec. 14, 2023
Applicant:

Lumana Inc., Sunnyvale, CA (US);

Inventors:

Ron Slossberg, Raanana, IL;

Aviad Zabatani, Kfar Vitkin, IL;

Noam Rotstein, Haifa, IL;

Ofir Mulla, Talme Elazar, IL;

Amit Bracha, Ramat Gan, IL;

Ron Kimmel, Haifa, IL;

Assignee:

LUMANA, INC., Sunnyvale, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 10/774 (2022.01); G06V 10/26 (2022.01); G06V 10/70 (2022.01); G06V 10/764 (2022.01); G06V 10/771 (2022.01); G06V 20/70 (2022.01);
U.S. Cl.
CPC ...
G06V 10/774 (2022.01); G06V 10/26 (2022.01); G06V 10/764 (2022.01); G06V 10/771 (2022.01); G06V 10/87 (2022.01); G06V 20/70 (2022.01);
Abstract

A system and method for training a classifier. A method includes identifying instances of an object shown in visual content items by applying at least one first machine learning model to the visual content items. The at least one first machine learning model is trained to classify visual content with respect to whether the visual content shows the object. Training samples selected from at least a portion of the visual content items are labeled with respective state labels indicating states of the instances of the object shown in the visual content items. A second machine learning model is trained using a training set including the training samples and the respective state labels. The second machine learning model is trained to classify visual content with respect to states of the object shown in the visual content.


Find Patent Forward Citations

Slossberg, Ron. (2026). Techniques for classifying custom object states in visual content (U.S. Patent No. 12755518). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12755518

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

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