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:
Apr. 23, 2024

Filed:

Feb. 12, 2021
Applicant:

Walmart Apollo, Llc, Bentonville, AR (US);

Inventors:

Binwei Yang, Milpitas, CA (US);

Cun Mu, Jersey City, NJ (US);

Assignee:

WALMART APOLLO, LLC, Bentonville, AR (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/50 (2019.01); G06F 16/532 (2019.01); G06F 16/55 (2019.01); G06F 16/56 (2019.01); G06F 16/953 (2019.01); G06N 3/04 (2023.01); G06N 3/08 (2023.01); G06F 16/90 (2019.01); G06N 3/00 (2023.01);
U.S. Cl.
CPC ...
G06F 16/532 (2019.01); G06F 16/55 (2019.01); G06F 16/56 (2019.01); G06F 16/953 (2019.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01);
Abstract

A method including determining neighboring items from among sample items based on a respective embedding distance between a query image of a query item and a respective image of each of the neighboring items. The each of the sample items can comprise the respective image and at least one respective item label. The method further can include determining a respective normalized weight for each of the neighboring items based on the respective embedding distance between the query image and the respective image of the each of the neighboring items. The method also can include determining a query item label of the query item based on a weighted majority vote by the neighboring items via the respective normalized weight for the each of the neighboring items. Other embodiments are disclosed.


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