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:
May. 26, 2026
Filed:
May. 17, 2024
Toshiba Global Commerce Solutions, Inc., Durham, NC (US);
Evgeny Shevtsov, Plano, TX (US);
Andrei Khaitas, McKinney, TX (US);
Srija Ganguly, Raleigh, NC (US);
Philip S. Brown, Cary, NC (US);
TOSHIBA GLOBAL COMMERCE SOLUTIONS, INC., Durham, NC (US);
Abstract
Techniques relating to using machine learning (ML) with a point of sale (POS) system. These techniques include identifying one or more images, captured at a POS system, of one or more items for purchase. The techniques further include predicting a checkout issue relating to the one or more items for purchase, including determining the checkout issue using a trained ML model, based on the one or more images. The techniques further include generating one or more instructions for a purchaser of the one or more items, based on the predicted checkout issue, and presenting the one or more instructions at a user interface of the POS system.