Systems and methods for providing product image recommendations
AssigneeShopify Inc.
InventorsFranklyn D'Souza, Jonathan Wade, Juho Mikko Haapoja
Life of this patent
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Abstract
For products that are sold online, the manner in which a product is displayed in an image can affect sales of the product. Embodiments of the present disclosure relate to computer-implemented systems and methods to provide a user with recommendations when generating an image of a product. A method includes obtaining a product image and determining parameters of the product image. A recommendation for modifying the product image is then generated using a model to relate these parameters to market success of the product image. The recommendation is displayed on the user device, and a user can potentially improve subsequent product images by following the recommendation.
Claims22
A computer-implemented method comprising:
- storing, in memory, a model to relate parameters of a product image to market success of the product image;
- and
- providing feedback during product photography, the providing feedback including:
- obtaining a first product image captured by a user device;
- obtaining data indicating a capability of the user device;
- determining particular parameters of the first product image, wherein determining the particular parameters of the first product image comprises determining a parameter of the first product image based on the capability of the user device;
- generating, using the model and the particular parameters, a recommendation for capturing a further product image with the user device having an improved predicted market success as compared to the first product image;
- instructing the user device to display at least a portion of the recommendation in a viewfinder on the user device as subsequent product images captured by the user device are displayed on the user device;
- and
- instructing, based on the recommendation, the user device to automatically adjust a setting on the user device;
- wherein:
- the first image has a resolution less than a full resolution achievable by the user device;
- the data indicating the capability of the user device comprises an indication of the full resolution achievable by the user device;
- and
- determining the parameter of the first product image based on the capability of the user device comprises determining the parameter of the first product image based on the full resolution achievable by the user device.
A system comprising:
- a memory to store a model relating parameters of a product image to market success of the product image;
- and
- a processor to provide feedback during product photography, wherein the processor is to:
- obtain a first product image, captured by a user device,
- obtain data indicating a capability of the user device,
- determine particular parameters of the first product image, including determining a parameter of the first product image based on the capability of the user device,
- generate, using the model and the particular parameters, a recommendation for capturing a further product image with the user device having an improved predicted market success as compared to the first product image,
- instruct the user device to display at least a portion of the recommendation in a viewfinder on the user device as subsequent product images captured by the user device are displayed on the user device, and
- instruct, based on the recommendation, the user device to automatically adjust a setting on the user device;
- wherein:
- the first image has a resolution less than a full resolution achievable by the user device;
- the data indicating the capability of the user device comprises an indication of the full resolution achievable by the user device;
- and
- the processor is to determine the parameter of the first product image based on the full resolution achievable by the user device.
Dependencies are inferred from the claim text.