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:
May. 09, 2023

Filed:

Feb. 28, 2020
Applicant:

Amazon Technologies, Inc., Seattle, WA (US);

Inventors:

Yen-Liang Lin, Redwood City, CA (US);

Son Tran, Mountain View, CA (US);

Larry Davis, Brooklyn, NY (US);

Assignee:

Amazon Technologies, Inc., Seattle, WA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/16 (2006.01); G06N 3/04 (2006.01); G06N 3/08 (2006.01); G06Q 30/0601 (2023.01);
U.S. Cl.
CPC ...
G06Q 30/0629 (2013.01); G06F 17/16 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G06Q 30/0641 (2013.01);
Abstract

An example method of complementary consumer item selection includes: receiving, by a computer system, an image representing a first consumer item of a reference set of consumer items; identifying a target category of a complementary consumer item to be associated with the reference set of consumer items; generating, by a neural network processing the set of images, a feature embeddings representing the first consumer item in relation to the target category; selecting, using the feature embedding, from a set of available consumer items, a plurality of candidate consumer items associated with the target category; and selecting, among the plurality of candidate consumer items, the complementary consumer item to be associated with the reference set of consumer items.


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