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:
Aug. 08, 2023
Filed:
Jun. 29, 2020
Applicant:
Amazon Technologies, Inc., Seattle, WA (US);
Inventors:
Loris Bazzani, Berlin, DE;
Yanbei Chen, London, GB;
Assignee:
AMAZON TECHNOLOGIES, INC., Seattle, WA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 30/06 (2023.01); G06N 3/02 (2006.01); G06F 16/535 (2019.01); G06Q 30/0601 (2023.01); G06T 7/00 (2017.01);
U.S. Cl.
CPC ...
G06Q 30/0613 (2013.01); G06F 16/535 (2019.01); G06N 3/02 (2013.01); G06T 7/00 (2013.01);
Abstract
Techniques are generally described for interactive image retrieval using visual semantic matching. Image data and text data are encoded into a single shared visual semantic embedding space. A prediction model is trained using reference inputs, target outputs, and modification text describing changes to the reference inputs to obtain the target outputs. The prediction model can be used to perform image-to-text, text-to-image, and interactive retrieval.