Cloud Vision Product Search documentation

Cloud Vision Product Search allows retailers to create products, each containing reference images that visually describe the product from a set of viewpoints. Retailers can then add these products to product sets. Currently Vision API Product Search supports the following product categories: homegoods, apparel, toys, and packaged goods (beta, v1p4beta1 endpoint only).

When users query the product set with their own images, Vision Product Search applies machine learning to compare the product in the user's query image with the images in the retailer's product set, and then returns a ranked list of visually and semantically similar results.

Vision Product Search resources overview

Vision Product Search has three resource types: product sets, products, and reference images.

  • Product Set - A container for a group of products with reference images for those products. When you query for product images, you must supply the id of the product set to search.

  • Product - Describes a product. Contains one or more reference images, a product category, and optional list of product labels that describe the product. You can add any key/value pair as a label. Label examples include color=blue, style=kids.

    Currently supported product categories are: homegoods-v2, apparel-v2, toys-v2, and packagedgoods-v1 (beta, v1p4beta1 endpoint only)*.

  • Reference Image - An image file for a product. The metadata includes a product ID, a category, and bounding box details. Reference images must belong to a product.

The API contains methods for creating, listing/getting, updating, and deleting product sets, products, and reference images.

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Join the cloud-vision-discuss Google group to discuss Cloud Vision API Product Search and receive Cloud Vision API Product Search announcements and updates.

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