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. 07, 2026

Filed:

Jan. 17, 2023
Applicant:

Target Brands, Inc., Minneapolis, MN (US);

Inventors:

Vishal Vijay Shanker, Minneapolis, MN (US);

Guruprasad Somasundaram, Minneapolis, MN (US);

Sachin Agarwal, Uttar Pradesh, IN;

Assignee:

Target Brands, Inc., Minneapolis, MN (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06Q 30/0601 (2023.01); G06V 10/74 (2022.01);
U.S. Cl.
CPC ...
G06Q 30/0631 (2013.01); G06Q 30/0625 (2013.01); G06Q 30/0643 (2013.01); G06V 10/761 (2022.01);
Abstract

The present application relates to a system and method whereby an enterprise system can identify items within an image and recommend similar enterprise products to a consumer. In some examples, such a system may include an object detection component trained on a known dataset, which may be used to identify objects/items in an image. Cropped items of interest may be extracted from the image. The system may include an image embedding and category prediction component, which may generate embedding vectors and predict category information for the cropped images. A visual similarity search component, which may reference embeddings for product images to identify products which are visually similar to the items identified from the image. An attribute-based ranking process may be applied to rank the top recommended items obtained from the visual similarity search component. A final ordering of recommended items may then be provided to a consumer.


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Shanker, Vishal. (2026). Identification of items in an image and recommendation of similar enterprise products (U.S. Patent No. 12597058). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12597058

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