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US 2025/0029167 A1Published application
System and method for product recommendations using machine learning
AssigneeRemoteretail, Inc.
InventorsAnna Jensen, Raul Fernandez, Gary Myers, William McComb
Life of this patent
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Abstract
A system is disclosed that obtains an image of an apparel item and text describing the apparel item. The system also determines descriptive metadata of the apparel item by extracting information from the text. Further, the system further determines categorization metadata of the apparel item by analyzing the image. Additionally, the system stores the image, the descriptive metadata, and the categorization metadata in a virtual closet. Moreover, the system provides a recommendation of an outfit from a stylist to a user based on the virtual closet.
Claims20
A system comprising:
- a processor;
- a computer-readable data storage device storing program instructions that, when executed by the processor, cause the system to:
- obtain a first image of a first item;
- determine categorization metadata of the first item by analyzing the first image;
- store the first image and the categorization metadata in a first item collection;
- determine a combination of items in the first item collection using the categorization metadata;
- and
- provide a recommendation of products to a user from the first item collection.
5 more elements
A method comprising:
- obtaining, by a processor, a first image of a first item;
- determining, by the processor, categorization metadata of the first item by analyzing the first image;
- storing, by the processor, the first image and the categorization metadata in a first item collection;
- determining, by the processor, a combination of items in the first item collection using the textual metadata and the categorization metadata;
- and
- providing, by the processor, a recommendation of a product from the first item collection to a user.
3 more elements
Dependencies are inferred from the claim text.