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.
Patent No.:
Date of Patent:
Mar. 17, 2026
Filed:
Dec. 16, 2022
Amazon Technologies, Inc., Seattle, WA (US);
Shan Yang, Sunnyvale, CA (US);
Xijun Wang, Greenbelt, MD (US);
Anqi Liang, Seattle, WA (US);
Ming Lin, Bethesda, MD (US);
Amazon Technologies, Inc., Seattle, WA (US);
Abstract
A two-stage learning framework provides image-based complementary item recommendations. After receiving an image of a real-world scene depicting at least one object, the first stage generates feature embeddings for the real-world scene and the at least one object. The second stage generates a predicted feature embedding for at least one predicted object from the feature embeddings obtained from the first stage, generates a category embedding for the at least one predicted object from the predicted feature embedding, generates a recommended feature embedding for at least one recommended object from the predicted feature embedding and the category embedding, and outputs an identifier of the at least one recommended object, wherein the at least one recommended object is complementary to the at least one object.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile