21-01-2021 дата публикации
Номер: US20210019579A1
Принадлежит:
Methods, systems, and computer program products for generating search determinations for assortment planning and buying using visual sketches are provided herein. A computer-implemented method includes processing a query image by identifying one or more visual features in the query image and applying at least one nearest neighbor algorithm to the one or more identified visual features; identifying, from one or more databases, multiple images based at least in part on the processing; generating a result set by applying one or more smoothing algorithms to the multiple identified images; generating at least one sketch based at least in part on the result set; and outputting the at least one generated sketch to one or more users via a user interface. 1. A computer-implemented method , the method comprising steps of:processing a query image by (i) identifying one or more visual features in the query image and (ii) applying at least one nearest neighbor algorithm to the one or more identified visual features;identifying, from one or more databases, multiple images based at least in part on said processing;generating a result set by applying one or more smoothing algorithms to the multiple identified images;generating at least one sketch, based at least in part on the result set; andoutputting the at least one generated sketch to one or more users via a user interface;wherein the steps are carried out by at least one computing device.2. The computer-implemented method of claim 1 , wherein said identifying one or more visual features in the query image comprises applying one or more models to the query image.3. The computer-implemented method of claim 2 , wherein the one or more models comprise one or more convolutional neural networks.4. The computer-implemented method of claim 2 , wherein the one or more models comprise one or more residual neural networks.5. The computer-implemented method of claim 1 , wherein the one or more databases comprise one or more product ...
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