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:

Nov. 01, 2021
Applicant:

Western Digital Technologies, Inc., San Jose, CA (US);

Inventors:

Shaomin Xiong, Freemont, CA (US);

Toshiki Hirano, San Jose, CA (US);

Damien Kah, San Jose, CA (US);

Rajeev Nagabhirava, Santa Clara, CA (US);

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06T 7/20 (2017.01); G06F 18/21 (2023.01); G06V 20/40 (2022.01);
U.S. Cl.
CPC ...
G06F 18/217 (2023.01); G06F 18/2163 (2023.01); G06T 7/20 (2013.01); G06V 20/40 (2022.01); G06T 2207/10016 (2013.01); G06T 2207/20021 (2013.01);
Abstract

A digital video camera architecture for updating an object identification and tracking model deployed with the camera is disclosed. The invention comprises optics, a processor, a memory, and an artificial intelligence logic which may further comprise artificial neural networks. The architecture identifies objects according to a first confidence threshold of the model and identifies candidate objects according to the first confidence threshold and a second confidence threshold. The model may track the motion of the candidate objects within a visual field, separate the candidate objects into false positive candidate objects and false negative candidate objects according to their tracked motions, and present at least a portion of the false positive candidate objects and false negative candidate objects for further annotation.


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