Invention Application
- Patent Title: DETERMINING VISUALLY SIMILAR PRODUCTS
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Application No.: PCT/US2021/014688Application Date: 2021-01-22
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Publication No.: WO2021150939A1Publication Date: 2021-07-29
- Inventor: AFSHAR, Estelle , HAGEN, Matthew , QU, Huiming
- Applicant: HOME DEPOT INTERNATIONAL, INC.
- Applicant Address: 2455 Paces Ferry Road
- Assignee: HOME DEPOT INTERNATIONAL, INC.
- Current Assignee: HOME DEPOT INTERNATIONAL, INC.
- Current Assignee Address: 2455 Paces Ferry Road
- Agency: MEANS, Samuel C. et al.
- Priority: US16/749,629 2020-01-22
- Main IPC: G06N3/04
- IPC: G06N3/04 ; G06F16/58 ; G06K9/46 ; G06N3/02 ; G06N20/00 ; G06K9/6202 ; G06K9/6215 ; G06N3/0454 ; G06N3/08 ; G06Q30/0623
Abstract:
A computer-implemented method for determining image similarity includes determining, by a first neural network, a first feature value associated with a first characteristic of a first product based on an image of the first product. The method also includes determining, by a second neural network, a second feature value associated with a second characteristic of the first product based on the image of the first product. The method further involves calculating a first vector space distance between the first feature value and a third feature value associated with the first characteristic of a second product, and calculating a second vector space distance between the second feature value and a fourth feature value associated with the second characteristic of the second product. Additionally, the method includes determining a similarity value based on the first vector space distance and the second vector space distance.
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