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. 14, 2025

Filed:

Nov. 30, 2020
Applicants:

Getac Technology Corporation, Taipei, TW;

Whp Workflow Solutions, Inc., North Charleston, SC (US);

Inventors:

Thomas Guzik, Edina, MN (US);

Muhammad Adeel, Edina, MN (US);

Assignees:

Getac Technology Corporation, New Taipei, TW;

WHP Workflow Solutions, Inc., North Charleston, SC (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 20/40 (2022.01); G06F 16/435 (2019.01); G06F 18/214 (2023.01); G06N 20/00 (2019.01); G06V 20/52 (2022.01);
U.S. Cl.
CPC ...
G06V 20/41 (2022.01); G06F 16/435 (2019.01); G06F 18/214 (2023.01); G06N 20/00 (2019.01); G06V 20/52 (2022.01);
Abstract

This disclosure describes techniques for continuous improvement of machine learning models (also called data models) in a Content Management System (CMS). In one example, a CMS may store a set of data models for each application such as plate number recognition, facial recognition, a determination of likelihood of assault to a law enforcement officer in a traffic violation or robbery scenario, and car identification. In an example embodiment, a predictive model may be used to select a data model from the plurality of data models. The selected data model may be further improved or trained to a new sample of data features to generate an output pattern (e.g., likelihood of assault to a law enforcement officer).


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