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. 24, 2026

Filed:

Jul. 27, 2021
Applicant:

University of Manitoba, Winnipeg, CA;

Inventors:

Keeley Akiko Edwards, Winnipeg, CA;

Ian Jeffrey, Winnipeg, CA;

Colin Gerald Gilmore, Winnipeg, CA;

Joe Lovetri, Winnipeg, CA;

Mohammad Asefi, Winnipeg, CA;

Nicholas Geddert, Winnipeg, CA;

Kennedy Krakalovich, Winnipeg, CA;

Ryan Kruk, Winnipeg, CA;

Assignee:

University of Manitoba, Winnipeg, CA;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G01N 22/04 (2006.01); G01N 33/02 (2006.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G01N 22/04 (2013.01); G01N 33/02 (2013.01); G06N 3/08 (2013.01);
Abstract

In one embodiment, a system, comprising: one or more processors; and a memory comprising instructions, wherein the one or more processors are configured by the instructions to: receive first electromagnetic data at a plurality of frequencies; process the first electromagnetic data; and generate prediction parameters by passing the processed first electromagnetic data through a neural network trained on data corresponding to a synthetic training set, the prediction parameters corresponding to a container and contents located within the container.


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