Mit der Vision API-Produktsuche können Einzelhändler Produkte mit Referenzbildern erstellen, die das Produkt optisch aus mehreren Perspektiven darstellen.
Einzelhändler können diese Produkte dann Produktgruppen hinzufügen. Derzeit unterstützt die Vision API-Produktsuche die folgenden Produktkategorien: Haushaltswaren, Bekleidung, Spielzeug, abgepackte Waren und allgemein.
Wenn ein Nutzer die Produktgruppe mit eigenen Bildern abfragt, nutzt die API Vision-Produktsuche maschinelles Lernen, um das Produkt im Bild des Nutzers mit den Bildern in der Produktgruppe des Einzelhändlers zu vergleichen. Zurückgegeben wird eine nach Rang sortierte Liste mit optisch und semantisch ähnlichen Ergebnissen.
[[["Leicht verständlich","easyToUnderstand","thumb-up"],["Mein Problem wurde gelöst","solvedMyProblem","thumb-up"],["Sonstiges","otherUp","thumb-up"]],[["Schwer verständlich","hardToUnderstand","thumb-down"],["Informationen oder Beispielcode falsch","incorrectInformationOrSampleCode","thumb-down"],["Benötigte Informationen/Beispiele nicht gefunden","missingTheInformationSamplesINeed","thumb-down"],["Problem mit der Übersetzung","translationIssue","thumb-down"],["Sonstiges","otherDown","thumb-down"]],["Zuletzt aktualisiert: 2025-08-19 (UTC)."],[],[],null,["# Vision API Product Search documentation\n=======================================\n\n[Read product documentation](/vision/product-search/docs/create-product-set-search-products)\nVision API Product Search allows retailers to create products, each containing\nreference images that visually describe the product from a set of viewpoints.\nRetailers can then add these products to product sets. Currently\nVision API Product Search supports the following product categories:\nhomegoods, apparel, toys, packaged goods, and general\n.\n\n\nWhen users query the product set with their own images, Vision API Product Search\napplies machine learning to compare the product in the user's query image with\nthe images in the retailer's product set, and then returns a ranked list of\nvisually and semantically similar results.\n|\n| Need a customized solution?\n| [AutoML Vision](/vision/automl/docs) enables you to\n| create a custom machine learning model for image labeling.\n|\n|\n| Building a mobile app? Try [ML\n| Kit for Firebase](//firebase.google.com/docs/ml-kit/), which provides native Android and iOS SDKs for using\n| Cloud Vision services, as well as on-device ML Vision APIs and on-device\n| inference using custom ML models.\n[Get started for free](https://console.cloud.google.com/freetrial) \n\n#### Start your proof of concept with $300 in free credit\n\n- Get access to Gemini 2.0 Flash Thinking\n- Free monthly usage of popular products, including AI APIs and BigQuery\n- No automatic charges, no commitment \n[View free product offers](/free/docs/free-cloud-features#free-tier) \n\n#### Keep exploring with 20+ always-free products\n\n\nAccess 20+ free products for common use cases, including AI APIs, VMs, data warehouses,\nand more.\n\nDocumentation resources\n-----------------------\n\nFind quickstarts and guides, review key references, and get help with common issues. \nformat_list_numbered\n\n### Guides\n\n-\n\n [Quickstart: Create a product set and search for products](/vision/product-search/docs/create-product-set-search-products)\n\n-\n\n [Formatting a bulk import CSV](/vision/product-search/docs/csv-format)\n\n-\n\n [Searching for Products](/vision/product-search/docs/searching)\n\n-\n\n [Getting and listing resources](/vision/product-search/docs/get-list-resources)\n\n-\n\n [Creating your reference images \\& indexing](/vision/product-search/docs/create-reference-images)\n\n-\n\n [Authenticating to the Cloud Vision API](/vision/product-search/docs/auth)\n\n-\n\n [Creating a product set](/vision/product-search/docs/create-product-set)\n\n-\n\n [Understanding search responses \\& multi-detection](/vision/product-search/docs/searching-response)\n\n-\n\n [Deleting resources](/vision/product-search/docs/delete-resources)\n\nfind_in_page\n\n### Reference\n\n-\n\n [Product Categories](/vision/product-search/docs/product-categories)\n\n-\n\n [Product Search Using client libraries](/vision/product-search/docs/libraries)\n\n-\n\n [RPC API](/vision/product-search/docs/reference/rpc)\n\n-\n\n [REST API](/vision/product-search/docs/reference/rest)\n\ninfo\n\n### Resources\n\n-\n\n [Pricing](/vision/product-search/pricing)\n\n-\n\n [General tips](/vision/product-search/docs/general-tips)\n\n-\n\n [Quotas and Limits](/vision/product-search/quotas)\n\n-\n\n [Release Notes](/vision/product-search/docs/release-notes)\n\n-\n\n [Support](/vision/product-search/docs/support)\n\nRelated videos\n--------------"]]
