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:
Aug. 19, 2025

Filed:

Jul. 05, 2022
Applicant:

Haier Us Appliance Solutions, Inc., Wilmington, DE (US);

Inventors:

Suzy Kwak, Seoul, KR;

Je Kwon Yoon, Seongnam, KR;

Hyeonsoo Moon, Seoul, KR;

Khalid Jamal Mashal, Louisville, KY (US);

Assignee:

Haier US Appliance Solutions, Inc., Wilmington, DE (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
D06F 34/18 (2020.01); D06F 34/20 (2020.01); G06T 7/70 (2017.01); D06F 103/02 (2020.01); D06F 103/40 (2020.01);
U.S. Cl.
CPC ...
D06F 34/18 (2020.02); D06F 34/20 (2020.02); G06T 7/70 (2017.01); D06F 2103/02 (2020.02); D06F 2103/40 (2020.02); G06T 2207/20084 (2013.01); G06T 2207/30232 (2013.01); G06T 2207/30244 (2013.01);
Abstract

A method of operating a washing machine appliance may include obtaining one or more images of the washing machine appliance from a camera assembly of a remote device spaced apart from the cabinet. The method may also include receiving a plurality of angle readings from the remote device and determining a position of the remote device relative to the washing machine appliance based on the plurality of angle readings. The method may further include determining a set camera angle for the camera assembly is met based on the determined position of the remote device. The method may still further include analyzing at least one obtained image using a machine learning image recognition process, estimating a load attribute of a load of clothes within the washing machine appliance based on the analysis, and directing a wash cycle within the washing machine appliance based on the estimated load attribute.


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