Vision AI | Derive Image Insights via ML

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loading="lazy"> </div> <div class="devsite-nav-item-title"> AI Infrastructure </div> <div class="devsite-nav-item-description"> Options for every business to train deep learning and machine learning models cost-effectively. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/dialogflow" track-type="nav" track-name="dialogflow" track-metadata-eventdetail="https://cloud.google.com/dialogflow" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#dialogflow" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Dialogflow </div> <div class="devsite-nav-item-description"> Conversation applications 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track-type="nav" track-name="cost management" track-metadata-eventdetail="https://cloud.google.com/cost-management" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://cloud.google.com/images/navigation/products/billing.png" srcset="https://web.archive.org/web/20210812154355im_/https://cloud.google.com/images/navigation/products/billing_36.png 36w, /web/20210812154355im_/https://cloud.google.com/images/navigation/products/billing_48.png 48w, /web/20210812154355im_/https://cloud.google.com/images/navigation/products/billing_72.png 72w, /web/20210812154355im_/https://cloud.google.com/images/navigation/products/billing_96.png 96w, /web/20210812154355im_/https://cloud.google.com/images/navigation/products/billing_480.png 480w, /web/20210812154355im_/https://cloud.google.com/images/navigation/products/billing_720.png 720w, /web/20210812154355im_/https://cloud.google.com/images/navigation/products/billing_856.png 856w, /web/20210812154355im_/https://cloud.google.com/images/navigation/products/billing_960.png 960w, /web/20210812154355im_/https://cloud.google.com/images/navigation/products/billing_1440.png 1440w, /web/20210812154355im_/https://cloud.google.com/images/navigation/products/billing_1920.png 1920w, /web/20210812154355im_/https://cloud.google.com/images/navigation/products/billing_2880.png 2880w" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cost Management </div> <div class="devsite-nav-item-description"> Tools for monitoring, controlling, and optimizing your costs. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/solutions/active-assist" track-type="nav" track-name="intelligent management" track-metadata-eventdetail="https://cloud.google.com/solutions/active-assist" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#generic" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Intelligent Management </div> <div class="devsite-nav-item-description"> Tools for easily managing performance, security, and cost. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/docs/terraform" track-type="nav" track-name="terraform on google cloud" track-metadata-eventdetail="https://cloud.google.com/docs/terraform" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#generic" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Terraform on Google Cloud </div> <div class="devsite-nav-item-description"> Open source tool to provision Google Cloud resources with declarative configuration files. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/config-connector" track-type="nav" track-name="config connector" track-metadata-eventdetail="https://cloud.google.com/config-connector" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#generic" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Config Connector </div> <div class="devsite-nav-item-description"> Kubernetes add-on for managing Google Cloud resources. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading"> <li class="devsite-nav-title" role="heading" tooltip>Media and Gaming</li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/game-servers" track-type="nav" track-name="game servers" track-metadata-eventdetail="https://cloud.google.com/game-servers" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="media and gaming" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudgameservers" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Game Servers </div> <div class="devsite-nav-item-description"> Game server management service running on Google Kubernetes Engine. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/opencue" track-type="nav" track-name="opencue" track-metadata-eventdetail="https://cloud.google.com/opencue" track-metadata-position="nav - products" track-metadata-module="tertiary nav" track-metadata-module_headline="media and gaming" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://cloud.google.com/images/navigation/products/opencue.png" srcset="https://web.archive.org/web/20210812154355im_/https://cloud.google.com/images/navigation/products/opencue_36.png 36w, /web/20210812154355im_/https://cloud.google.com/images/navigation/products/opencue_48.png 48w, /web/20210812154355im_/https://cloud.google.com/images/navigation/products/opencue_72.png 72w, /web/20210812154355im_/https://cloud.google.com/images/navigation/products/opencue_96.png 96w, /web/20210812154355im_/https://cloud.google.com/images/navigation/products/opencue_480.png 480w, /web/20210812154355im_/https://cloud.google.com/images/navigation/products/opencue_720.png 720w, /web/20210812154355im_/https://cloud.google.com/images/navigation/products/opencue_856.png 856w, /web/20210812154355im_/https://cloud.google.com/images/navigation/products/opencue_960.png 960w, /web/20210812154355im_/https://cloud.google.com/images/navigation/products/opencue_1440.png 1440w, /web/20210812154355im_/https://cloud.google.com/images/navigation/products/opencue_1920.png 1920w, /web/20210812154355im_/https://cloud.google.com/images/navigation/products/opencue_2880.png 2880w" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> OpenCue </div> <div class="devsite-nav-item-description"> Open source render manager for visual effects and animation. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/products/cloud-migration" track-type="nav" track-name="migration" track-metadata-eventdetail="https://cloud.google.com/products/cloud-migration" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Migration </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/solutions/application-migration" track-type="nav" track-name="application migration" track-metadata-eventdetail="https://cloud.google.com/solutions/application-migration" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/cloud/images/navigation/application-migration.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Application Migration </div> <div class="devsite-nav-item-description"> App migration to the cloud for low-cost refresh cycles. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/bigquery/transfer" track-type="nav" track-name="bigquery data transfer service" track-metadata-eventdetail="https://cloud.google.com/bigquery/transfer" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#bigquery" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> BigQuery Data Transfer Service </div> <div class="devsite-nav-item-description"> Data import service for scheduling and moving data into BigQuery. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/foundation-toolkit" track-type="nav" track-name="cloud foundation toolkit" track-metadata-eventdetail="https://cloud.google.com/foundation-toolkit" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#generic" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Foundation Toolkit </div> <div class="devsite-nav-item-description"> Reference templates for Deployment Manager and Terraform. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/database-migration" track-type="nav" track-name="database migration service" track-metadata-eventdetail="https://cloud.google.com/database-migration" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/cloud/images/navigation/database-migration.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Database Migration Service </div> <div class="devsite-nav-item-description"> Serverless, minimal downtime migrations to Cloud SQL. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/migrate/anthos" track-type="nav" track-name="migrate for anthos" track-metadata-eventdetail="https://cloud.google.com/migrate/anthos" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#migrateforanthos" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Migrate for Anthos </div> <div class="devsite-nav-item-description"> Components for migrating VMs into system containers on GKE. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/migrate/compute-engine" track-type="nav" track-name="migrate for compute engine" track-metadata-eventdetail="https://cloud.google.com/migrate/compute-engine" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#migrateforcomputeengine" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Migrate for Compute Engine </div> <div class="devsite-nav-item-description"> Components for migrating VMs and physical servers to Compute Engine. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/solutions/cloud-migration-program" track-type="nav" track-name="rapid assessment & migration program (ramp)" track-metadata-eventdetail="https://cloud.google.com/solutions/cloud-migration-program" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/cloud/images/navigation/rapid-assessment.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Rapid Assessment & Migration Program (RAMP) </div> <div class="devsite-nav-item-description"> End-to-end migration program to simplify your path to the cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/transfer-appliance" track-type="nav" track-name="transfer appliance" track-metadata-eventdetail="https://cloud.google.com/transfer-appliance" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#transferappliance" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Transfer Appliance </div> <div class="devsite-nav-item-description"> Storage server for moving large volumes of data to Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/storage-transfer-service" track-type="nav" track-name="storage transfer service" track-metadata-eventdetail="https://cloud.google.com/storage-transfer-service" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#transfer" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Storage Transfer Service </div> <div class="devsite-nav-item-description"> Data transfers from online and on-premises sources to Cloud Storage. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/vmware-engine" track-type="nav" track-name="vmware engine" track-metadata-eventdetail="https://cloud.google.com/vmware-engine" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/cloud/images/navigation/vmware-engine.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> VMware Engine </div> <div class="devsite-nav-item-description"> Migrate and run your VMware workloads natively on Google Cloud. </div> </a> </li> </ul> </div> <div class="devsite-tabs-dropdown-column "> <ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/products/networking" track-type="nav" track-name="networking" track-metadata-eventdetail="https://cloud.google.com/products/networking" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Networking </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/armor" track-type="nav" track-name="cloud armor" track-metadata-eventdetail="https://cloud.google.com/armor" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudarmor" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Armor </div> <div class="devsite-nav-item-description"> Security policies and defense against web and DDoS attacks. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/cdn" track-type="nav" track-name="cloud cdn" track-metadata-eventdetail="https://cloud.google.com/cdn" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudcdn" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud CDN </div> <div class="devsite-nav-item-description"> Content delivery network for serving web and video content. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/dns" track-type="nav" track-name="cloud dns" track-metadata-eventdetail="https://cloud.google.com/dns" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#clouddns" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud DNS </div> <div class="devsite-nav-item-description"> Domain name system for reliable and low-latency name lookups. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/load-balancing" track-type="nav" track-name="cloud load balancing" track-metadata-eventdetail="https://cloud.google.com/load-balancing" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudloadbalancing" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Load Balancing </div> <div class="devsite-nav-item-description"> Service for distributing traffic across applications and regions. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/nat" track-type="nav" track-name="cloud nat" track-metadata-eventdetail="https://cloud.google.com/nat" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudnat" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud NAT </div> <div class="devsite-nav-item-description"> NAT service for giving private instances internet access. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/hybrid-connectivity" track-type="nav" track-name="hybrid connectivity" track-metadata-eventdetail="https://cloud.google.com/hybrid-connectivity" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudinterconnect" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Hybrid Connectivity </div> <div class="devsite-nav-item-description"> Connectivity options for VPN, peering, and enterprise needs. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/network-connectivity-center" track-type="nav" track-name="network connectivity center" track-metadata-eventdetail="https://cloud.google.com/network-connectivity-center" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/cloud/images/navigation/network-connectivity-center.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Network Connectivity Center </div> <div class="devsite-nav-item-description"> Connectivity management to help simplify and scale networks. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/network-intelligence-center" track-type="nav" track-name="network intelligence center" track-metadata-eventdetail="https://cloud.google.com/network-intelligence-center" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://cloud.google.com/_static/cloud/images/navigation/products/network-intelligence.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Network Intelligence Center </div> <div class="devsite-nav-item-description"> Network monitoring, verification, and optimization platform. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/network-tiers" track-type="nav" track-name="network service tiers" track-metadata-eventdetail="https://cloud.google.com/network-tiers" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#networktiers" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Network Service Tiers </div> <div class="devsite-nav-item-description"> Cloud network options based on performance, availability, and cost. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/network-telemetry" track-type="nav" track-name="network telemetry" track-metadata-eventdetail="https://cloud.google.com/network-telemetry" track-metadata-position="nav - 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<ul class="devsite-tabs-dropdown-section cloud-dropdown-menu-heading devsite-nav-title-heading"> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/products/operations" track-type="nav" track-name="operations" track-metadata-eventdetail="https://cloud.google.com/products/operations" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Operations </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/logging" track-type="nav" track-name="cloud logging" 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</div> <div class="devsite-nav-item-title"> Cloud IAM </div> <div class="devsite-nav-item-description"> Permissions management system for Google Cloud resources. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/assured-workloads" track-type="nav" track-name="assured workloads" track-metadata-eventdetail="https://cloud.google.com/assured-workloads" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://cloud.google.com/images/navigation/products/assured-workloads.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Assured Workloads </div> <div class="devsite-nav-item-description"> Compliance and security controls for sensitive workloads. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/security-key-management" track-type="nav" track-name="cloud key management" track-metadata-eventdetail="https://cloud.google.com/security-key-management" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#keymanagementservice" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Cloud Key Management </div> <div class="devsite-nav-item-description"> Manage encryption keys on Google Cloud. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a 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center" track-metadata-eventdetail="https://cloud.google.com/security-command-center" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudsecuritycommandcenter" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Security Command Center </div> <div class="devsite-nav-item-description"> Platform for defending against threats to your Google Cloud assets. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/dlp" track-type="nav" track-name="cloud data loss prevention" track-metadata-eventdetail="https://cloud.google.com/dlp" track-metadata-position="nav - products" 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src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#logging" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Access Transparency </div> <div class="devsite-nav-item-description"> Cloud provider visibility through near real-time logs. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/titan-security-key" track-type="nav" track-name="titan security key" track-metadata-eventdetail="https://cloud.google.com/titan-security-key" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#securitykeyenforcement" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Titan Security Key </div> <div class="devsite-nav-item-description"> Two-factor authentication device for user account protection. </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/secret-manager" track-type="nav" track-name="secret manager" track-metadata-eventdetail="https://cloud.google.com/secret-manager" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://cloud.google.com/images/navigation/products/secret-manager.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Secret Manager </div> <div class="devsite-nav-item-description"> Store API keys, passwords, certificates, 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track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://cloud.google.com/_static/cloud/images/navigation/forward.svg" srcset="" sizes="100vw" loading="lazy"> </div> <div class="devsite-nav-item-title"> Serverless Computing </div> </a> </li> </ul> <ul class="devsite-tabs-dropdown-section "> <li class="devsite-nav-item"> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/run" track-type="nav" track-name="cloud run" track-metadata-eventdetail="https://cloud.google.com/run" track-metadata-position="nav - products" track-metadata-module="tertiary nav" tooltip> <div class="devsite-nav-item-icon-container" size="medium"> <img class="devsite-nav-item-icon" alt="" src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/cloud/images/navigation/icons.svg#cloudrun" srcset="" sizes="100vw" loading="lazy"> 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track-metadata-position="nav" track-name="cloudCode"> <span class="devsite-nav-text" tooltip> Cloud Code </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/products/big-data" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Data Analytics" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="dataAnalytics"> <span class="devsite-nav-text" tooltip> Data Analytics </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/bigquery" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: BigQuery" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="bigquery"> <span class="devsite-nav-text" tooltip> BigQuery </span> </a> </li> <li class="devsite-nav-item"> <a 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Manager </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/sdk" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud SDK" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudSdk"> <span class="devsite-nav-text" tooltip> Cloud SDK </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/scheduler" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Scheduler" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudScheduler"> <span class="devsite-nav-text" tooltip> Cloud Scheduler </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/source-repositories" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Source Repositories" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudSourceRepositories"> <span class="devsite-nav-text" tooltip> Cloud Source Repositories </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/tasks" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Tasks" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudTasks"> <span class="devsite-nav-text" tooltip> Cloud Tasks </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/container-registry" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Container Registry" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="containerRegistry"> <span class="devsite-nav-text" tooltip> Container Registry </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/tekton" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Tekton" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="tekton"> <span class="devsite-nav-text" tooltip> Tekton </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/products/tools" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: See all developer tools" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="seeAllDeveloperTools"> <span class="devsite-nav-text" tooltip> See all developer tools </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> Healthcare and Life Sciences </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/apigee/solutions/healthcare-apix" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Apigee Healthcare APIx" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="apigeeHealthcareApix"> <span class="devsite-nav-text" tooltip> Apigee Healthcare APIx </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/healthcare" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Healthcare API" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudHealthcareApi"> <span class="devsite-nav-text" tooltip> Cloud Healthcare API </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/life-sciences" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Life Sciences" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudLifeSciences"> <span class="devsite-nav-text" tooltip> Cloud Life Sciences </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/natural-language" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Healthcare Natural Language AI" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="healthcareNaturalLanguageAi"> <span class="devsite-nav-text" tooltip> Healthcare Natural Language AI </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/anthos" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Hybrid and Multicloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="hybridAndMulticloud"> <span class="devsite-nav-text" tooltip> Hybrid and Multicloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/anthos" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Anthos" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="anthos"> <span class="devsite-nav-text" tooltip> Anthos </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/looker" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Looker" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="looker"> <span class="devsite-nav-text" tooltip> Looker </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/anthos/run" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Run for Anthos" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudRunForAnthos"> <span class="devsite-nav-text" tooltip> Cloud Run for Anthos </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/kubernetes-applications" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Google Cloud Marketplace for Anthos" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="googleCloudMarketplaceForAnthos"> <span class="devsite-nav-text" tooltip> Google Cloud Marketplace for Anthos </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/migrate/anthos" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate for Anthos" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="migrateForAnthos"> <span class="devsite-nav-text" tooltip> Migrate for Anthos </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/products/operations" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Operations" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="operations"> <span class="devsite-nav-text" tooltip> Operations </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/build" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Build" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudBuild"> <span class="devsite-nav-text" tooltip> Cloud Build </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/traffic-director" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Traffic Director" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="trafficDirector"> <span class="devsite-nav-text" tooltip> Traffic Director </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/apigee" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Apigee API Management" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="apigeeApiManagement"> <span class="devsite-nav-text" tooltip> Apigee API Management </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> Internet of Things </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/iot-core" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud IoT Core" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudIotCore"> <span class="devsite-nav-text" tooltip> Cloud IoT Core </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/edge-tpu" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Edge TPU" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="edgeTpu"> <span class="devsite-nav-text" tooltip> Edge TPU </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/products/management" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Management Tools" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="managementTools"> <span class="devsite-nav-text" tooltip> Management Tools </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/shell" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Shell" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudShell"> <span class="devsite-nav-text" tooltip> Cloud Shell </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/cloud-console" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Console" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudConsole"> <span class="devsite-nav-text" tooltip> Cloud Console </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/console-app" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Mobile App" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudMobileApp"> <span class="devsite-nav-text" tooltip> Cloud Mobile App </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/apis" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud APIs" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudApis"> <span class="devsite-nav-text" tooltip> Cloud APIs </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/private-catalog" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Private Catalog" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="privateCatalog"> <span class="devsite-nav-text" tooltip> Private Catalog </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/cost-management" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cost Management" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="costManagement"> <span class="devsite-nav-text" tooltip> Cost Management </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/solutions/active-assist" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Intelligent Management" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="intelligentManagement"> <span class="devsite-nav-text" tooltip> Intelligent Management </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/docs/terraform" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Terraform on Google Cloud" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="terraformOnGoogleCloud"> <span class="devsite-nav-text" tooltip> Terraform on Google Cloud </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/config-connector" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Config Connector" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="configConnector"> <span class="devsite-nav-text" tooltip> Config Connector </span> </a> </li> <li class="devsite-nav-item devsite-nav-heading"> <span class="devsite-nav-title" tooltip> <span class="devsite-nav-text" tooltip> Media and Gaming </span> </span> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/game-servers" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Game Servers" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="gameServers"> <span class="devsite-nav-text" tooltip> Game Servers </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/opencue" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: OpenCue" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="opencue"> <span class="devsite-nav-text" tooltip> OpenCue </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/products/cloud-migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migration" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="migration"> <span class="devsite-nav-text" tooltip> Migration </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/solutions/application-migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Application Migration" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="applicationMigration"> <span class="devsite-nav-text" tooltip> Application Migration </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/bigquery/transfer" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: BigQuery Data Transfer Service" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="bigqueryDataTransferService"> <span class="devsite-nav-text" tooltip> BigQuery Data Transfer Service </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/foundation-toolkit" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Foundation Toolkit" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudFoundationToolkit"> <span class="devsite-nav-text" tooltip> Cloud Foundation Toolkit </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/database-migration" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Database Migration Service" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="databaseMigrationService"> <span class="devsite-nav-text" tooltip> Database Migration Service </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/migrate/anthos" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate for Anthos" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="migrateForAnthos"> <span class="devsite-nav-text" tooltip> Migrate for Anthos </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/migrate/compute-engine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Migrate for Compute Engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="migrateForComputeEngine"> <span class="devsite-nav-text" tooltip> Migrate for Compute Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/solutions/cloud-migration-program" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Rapid Assessment & Migration Program (RAMP)" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="rapidAssessment&MigrationProgram(ramp)"> <span class="devsite-nav-text" tooltip> Rapid Assessment & Migration Program (RAMP) </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/transfer-appliance" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Transfer Appliance" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="transferAppliance"> <span class="devsite-nav-text" tooltip> Transfer Appliance </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/storage-transfer-service" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Storage Transfer Service" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="storageTransferService"> <span class="devsite-nav-text" tooltip> Storage Transfer Service </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/vmware-engine" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: VMware Engine" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="vmwareEngine"> <span class="devsite-nav-text" tooltip> VMware Engine </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/products/networking" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Networking" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="networking"> <span class="devsite-nav-text" tooltip> Networking </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/armor" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud Armor" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudArmor"> <span class="devsite-nav-text" tooltip> Cloud Armor </span> </a> </li> <li class="devsite-nav-item"> <a href="/web/20210812154355/https://cloud.google.com/cdn" class="devsite-nav-title gc-analytics-event " data-category="Site-Wide Custom Events" data-label="Responsive Tab: Cloud CDN" track-type="navMenu" track-metadata-eventdetail="globalMenu" track-metadata-position="nav" track-name="cloudCdn"> <span class="devsite-nav-text" tooltip> Cloud CDN </span> </a> </li> <li class="devsite-nav-item"> <a 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track-type="globalNav" track-name="breadcrumb" track-metadata-position="2" track-metadata-eventdetail=""> Products </a> </li> <li class="devsite-breadcrumb-item "> <div class="devsite-breadcrumb-guillemet material-icons" aria-hidden="true"></div> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/vision" class="devsite-breadcrumb-link gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Breadcrumbs" data-value="3" track-type="globalNav" track-name="breadcrumb" track-metadata-position="3" track-metadata-eventdetail="Cloud Vision API"> Cloud Vision API </a> </li> </ul> </div> <devsite-toc class="devsite-nav" devsite-toc-embedded disabled> </devsite-toc> <div class="devsite-article-body clearfix devsite-no-page-title"> <cloudx-tags tags="47105D816Y"></cloudx-tags> <article id="cloud-site"> <style> .module-section:first-child { margin-top: 48px; } .module-section:empty { display: none; } .module-section:not(:empty) { margin-bottom: 48px; } div.richtext { color: #5f6368; } .richtext p { color: inherit; font: inherit; margin-bottom: 0; } .cloud-jump-content { padding-top: 72px; } .cloud-module__description p { margin: 0; } .cloud-module__description p+p { margin-top: 16px; } @media(min-width: 1024px) { .module-section:first-child { margin-top: 60px; } .module-section:not(:empty) { margin-bottom: 60px; } } @media(min-width: 1280px) { .cloud-jump-content { padding-top: 0; } } .cloud-block__image { width: 100%; } </style> <style> .product-template__benefits:not(:empty) { margin-top: 36px; } .product-v2-template .cloud-chip { text-decoration: none; } </style> <section class="module-section"> <div class="cws-banner cws-fullbleed" track-metadata-module="banner"> <p class="cws-banner__body-copy"><span>Get an inside look at new AI & ML capabilities to help you make smarter decisions. <a href="https://web.archive.org/web/20210812154355/https://cloud.withgoogle.com/next/?utm_source=cgc-site&utm_medium=et" target="_blank" rel="noopener" class="cws-link cws-link--dark" track-name="register for next 21" track-type="inline link" track-metadata-eventdetail="cloud.withgoogle.com/next/">Register for Next '21.</a></span> </p> </div> </section> <style> .in-page-navigation-module cloudx-jump-menu[mixed], .in-page-navigation-module .cloud-jump-menu { padding-top: 0 } .in-page-navigation-module .bricks-jump-menu { background-color: #f8f9fa; } @media(min-width: 1024px) { .in-page-navigation-module .bricks-jump-menu { margin-top: 60px; } .in-page-navigation-module .bricks-jump-menu--has-banner { margin-top: 0; } } #cloud-site cloudx-jump-menu .in-page-navigation-module__headline { margin-top: 0; } </style> <div class="in-page-navigation-module"> <cloudx-jump-menu label="Jump to" label-hidden-large="" mixed="" class="bricks-jump-menu--has-banner"> <div class="cloud-menu-content"> <a href="#" class="cloud-jump-menu__toggle cloud-jump-menu__toggle--hide-large">Jump to<i class="material-icons" aria-hidden="true" translate="no"><span></span></i></a> <div class="cloud-jump-menu__links"> <span class="cloud-subhead in-page-navigation-module__headline"> Vision AI </span> <div class="cloud-jump-menu__active-page"></div> </div> </div> </cloudx-jump-menu> </div> <div class="product-v2-template cloud-jump-content"> <section class="module-section"> <style> .hero-module__title { color: #4185f4; } .hero-module__title+.richtext, .hero-module__title+.richtext>p:first-child { margin-top: 0; } .hero-module__checkmarks { list-style: none; padding-left: 0; } .hero-module__checkmarks li:last-child { margin-bottom: 0; } .hero-module__checkmark { align-items: baseline; display: flex; margin: 0; } .hero-module__checkmark p { display: inline; margin: 8px 0 0; } .hero-module__checkmark-check { margin-right: 16px; } .hero-module__right-rail:not(:empty) { margin-top: 36px; } .hero-module__button-wrapper { align-items: center; display: flex; flex-wrap: wrap; gap: 16px; } .hero-module__buttons { margin-right: 36px; } .hero-module__richtext-cta { line-height: 40px; } .hero-module__richtext-cta p { margin-top: 0; } .hero-module--centered.hero-module--no-hero-asset .hero-module__content { text-align: center; } .hero-module--centered.hero-module--no-hero-asset .hero-module__button-wrapper { justify-content: center; } .hero-module--centered.hero-module--no-hero-asset .hero-module__button-wrapper .hero-module__buttons { margin-right: 0; } @media(min-width: 1024px) { .hero-module__right-rail:not(:empty) { margin-top: 0; } } @media(max-width: 1024px) { .hero-module--centered .hero-module__content { text-align: center; } .hero-module__buttons { margin-right: 0; } } @media(min-width: 601px) and (max-width: 1024px) { .hero-module .cws-button { margin-right: 16px; } .hero-module .cws-button__set { gap: 0px; } } </style> <div class="hero-module hero-module--product" track-metadata-position="hero" track-metadata-module="hero" track-metadata-module_headline="vision ai"> <div class="cws-grid cws-grid__no-gap--row"> <div class="cws-grid__col--span-12"> </div> <div class="hero-module__content cws-grid__col--span-8"> <div class="cws-spacer-4--bottom"> <h1 class="cws-headline--headline-3" id="vision-ai" data-text=" Vision AI "> Vision AI </h1> </div> <div class="cws-spacer-3--bottom"> <div class="cws-body--large cws-spacer-2--top cws-spacer-2--bottom richtext"> <p>Derive insights from your images in the cloud or at the edge with AutoML Vision or use pre-trained Vision API models to detect emotion, understand text, and more.</p> </div> </div> <div class="hero-module__button-wrapper"> <div class="hero-module__buttons cws-button__set"> <a class="cws-button cws-button--high-emphasis" href="https://web.archive.org/web/20210812154355/https://console.cloud.google.com/freetrial" target="_blank" rel="noopener" referrerpolicy="no-referrer-when-downgrade" track-name="try vision ai free" track-type="button" track-metadata-eventdetail="console.cloud.google.com/freetrial" track-metadata-modifier="high-emphasis"> Try Vision AI free </a> </div> </div> <ul class="hero-module__checkmarks cws-spacer-3--top cws-spacer-3--bottom"> <li class="hero-module__checkmark"> <span class="hero-module__checkmark-check"> <svg xmlns="http://www.w3.org/2000/svg" width="18" height="14" viewbox="0 0 18 14"> <title> action/check_circle_24px</title> <desc> Created with Sketch.</desc> <defs> <polygon id="path-1" points="9 16.2 4.8 12 3.4 13.4 9 19 21 7 19.6 5.6"> </polygon> </defs> <g id="Template" fill="none"> <g id="Products-Template"> <g id="Group-8"> <g id="Checkmarks"> <g id="action/done_24px" transform="translate(-412 -518)translate(405 211)translate(4 300)translate(0 2)"> <mask id="mask-2" fill="white"> <use xlink:href="/web/20210812154355im_/https://cloud.google.com/vision/#path-1"></use> </mask> <g id="_c/Green/600" mask="url(#mask-2)" fill="#1E8E3E"> <rect id="swatch" width="24" height="24"> </rect> </g> </g> </g> </g> </g> </g> </svg></span> <div class="cws-body--large cws-spacer-1--top cws-spacer-1--bottom richtext"> <p>Use machine learning to understand your images with industry-leading prediction accuracy</p> </div> </li> <li class="hero-module__checkmark"> <span class="hero-module__checkmark-check"> <svg xmlns="http://www.w3.org/2000/svg" width="18" height="14" viewbox="0 0 18 14"> <title> action/check_circle_24px</title> <desc> Created with Sketch.</desc> <defs> <polygon id="path-1" points="9 16.2 4.8 12 3.4 13.4 9 19 21 7 19.6 5.6"> </polygon> </defs> <g id="Template" fill="none"> <g id="Products-Template"> <g id="Group-8"> <g id="Checkmarks"> <g id="action/done_24px" transform="translate(-412 -518)translate(405 211)translate(4 300)translate(0 2)"> <mask id="mask-2" fill="white"> <use xlink:href="/web/20210812154355im_/https://cloud.google.com/vision/#path-1"></use> </mask> <g id="_c/Green/600" mask="url(#mask-2)" fill="#1E8E3E"> <rect id="swatch" width="24" height="24"> </rect> </g> </g> </g> </g> </g> </g> </svg></span> <div class="cws-body--large cws-spacer-1--top cws-spacer-1--bottom richtext"> <p>Train machine learning models that classify images by your custom labels using AutoML Vision</p> </div> </li> <li class="hero-module__checkmark"> <span class="hero-module__checkmark-check"> <svg xmlns="http://www.w3.org/2000/svg" width="18" height="14" viewbox="0 0 18 14"> <title> action/check_circle_24px</title> <desc> Created with Sketch.</desc> <defs> <polygon id="path-1" points="9 16.2 4.8 12 3.4 13.4 9 19 21 7 19.6 5.6"> </polygon> </defs> <g id="Template" fill="none"> <g id="Products-Template"> <g id="Group-8"> <g id="Checkmarks"> <g id="action/done_24px" transform="translate(-412 -518)translate(405 211)translate(4 300)translate(0 2)"> <mask id="mask-2" fill="white"> <use xlink:href="/web/20210812154355im_/https://cloud.google.com/vision/#path-1"></use> </mask> <g id="_c/Green/600" mask="url(#mask-2)" fill="#1E8E3E"> <rect id="swatch" width="24" height="24"> </rect> </g> </g> </g> </g> </g> </g> </svg></span> <div class="cws-body--large cws-spacer-1--top cws-spacer-1--bottom richtext"> <p>Detect objects and faces, read handwriting, and build valuable image metadata with Vision API</p> </div> </li> </ul> </div> <div class="hero-module__right-rail cws-grid__col--span-4"> <a class="cws-card lb" href="https://web.archive.org/web/20210812154355/https://www.youtube.com/watch?v=lF-u7j1x0C0&autoplay=1" data-lightbox-height="506" data-lightbox-width="900" target="_blank" rel="noopener" track-name="fortune 500 global power company aes drives green energy with automl vision" track-type="card" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-position="hero" track-metadata-module="hero" track-metadata-module_headline="vision ai" track-metadata-child_headline="fortune 500 global power company aes drives green energy with automl vision" track-metadata-child_eyebrow="video"> <div class="cws-card__inner"> <div class="cws-card__asset cws-card__asset--video"> <picture> <source type="image/webp" srcset="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/X4SQnrOZxbBHp66zahTXg0c1V5gs2hcIyWSlYyyWmiOI4PXS6L-yILMZ43-FHa9jl_JTfqvrQhMS=e14-rw-lo-sc0xffffff-h338-w600 1x, https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/X4SQnrOZxbBHp66zahTXg0c1V5gs2hcIyWSlYyyWmiOI4PXS6L-yILMZ43-FHa9jl_JTfqvrQhMS=e14-rw-lo-sc0xffffff-h676-w1200 2x"> <source type="image/jpeg" srcset="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/X4SQnrOZxbBHp66zahTXg0c1V5gs2hcIyWSlYyyWmiOI4PXS6L-yILMZ43-FHa9jl_JTfqvrQhMS=e14-rj-sc0xffffff-h338-w600 1x, https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/X4SQnrOZxbBHp66zahTXg0c1V5gs2hcIyWSlYyyWmiOI4PXS6L-yILMZ43-FHa9jl_JTfqvrQhMS=e14-rj-sc0xffffff-h676-w1200 2x"> <img alt="Man in home office speaks into video camera" class="" loading="lazy" src="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/X4SQnrOZxbBHp66zahTXg0c1V5gs2hcIyWSlYyyWmiOI4PXS6L-yILMZ43-FHa9jl_JTfqvrQhMS=e14-rj-sc0xffffff-h338-w600" srcset="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/X4SQnrOZxbBHp66zahTXg0c1V5gs2hcIyWSlYyyWmiOI4PXS6L-yILMZ43-FHa9jl_JTfqvrQhMS=e14-rj-sc0xffffff-h676-w1200 2x"> </picture> <span aria-hidden="true"> <svg class="cws-icon" xmlns="http://www.w3.org/2000/svg" height="18px" viewbox="0 0 24 24" width="18px"><path d="M23.74 7.1s-.23-1.65-.95-2.37c-.91-.96-1.93-.96-2.4-1.02C17.04 3.47 12 3.5 12 3.5s-5.02-.03-8.37.21c-.46.06-1.48.06-2.39 1.02C.52 5.45.28 7.1.28 7.1S.04 9.05 0 10.98V13c.04 1.94.28 3.87.28 3.87s.24 1.65.96 2.38c.91.95 2.1.92 2.64 1.02 1.88.18 7.91.22 8.12.22 0 0 5.05.01 8.4-.23.46-.06 1.48-.06 2.39-1.02.72-.72.96-2.37.96-2.37s.24-1.94.25-3.87v-2.02c-.02-1.93-.26-3.88-.26-3.88zM9.57 15.5V8.49L16 12.13 9.57 15.5z"></path></svg> </span> </div> <div class="cws-card__content"> <p class="cws-label">VIDEO</p> <p class="cws-headline cws-headline--headline-5">Fortune 500 global power company AES drives green energy with AutoML Vision</p> <p class="cws-small-text">02:30</p> </div> </div> </a> </div> </div> </div> <div class="product-template__benefits"> <div class="cloud-jump-section" data-cloud-main-text="Benefits"> <p class="cws-label" style="margin-bottom: 16px;">Benefits</p> <style> .benefit-module__headline { margin: 0 0 16px; } .benefit-module__copy-block { border: 1px solid #dbdce0; padding: 36px; } @media(max-width: 767px) { .benefit-module__copy-block { padding: 0 24px; } .benefit-module__copy-block .cloud-copy__text { margin: 24px 0; } } </style> <div class="benefits-module cloud-copy" track-metadata-module="benefits"> <div class="benefit-module__copy-block cws-grid"> <div class="cloud-copy__text cws-grid__col--span-6 cws-grid__col--span-4-lg"> <div class="benefit-module__headline"> <h4 class="cws-headline--headline-5" id="detect-objects-automatically" data-text="Detect objects automatically">Detect objects automatically</h4> </div> <span class="cws-body richtext"> <p>Detect and classify multiple objects including the location of each object within the image. Learn more about object detection with <a href="/web/20210812154355/https://cloud.google.com/vision/docs/object-localizer" class="cws-link" track-name="vision api" track-type="inline link" track-metadata-eventdetail="cloud.google.com/vision/docs/object-localizer/" track-metadata-module="benefits">Vision API</a> and <a href="/web/20210812154355/https://cloud.google.com/vision/automl/object-detection/docs" class="cws-link" track-name="automl vision" track-type="inline link" track-metadata-eventdetail="cloud.google.com/vision/automl/object-detection/docs/" track-metadata-module="benefits">AutoML Vision</a>. </p> </span> </div> <div class="cloud-copy__text cws-grid__col--span-6 cws-grid__col--span-4-lg"> <div class="benefit-module__headline"> <h4 class="cws-headline--headline-5" id="gain-intelligence-at-the-edge" data-text="Gain intelligence at the edge">Gain intelligence at the edge</h4> </div> <span class="cws-body richtext"> <p>Use AutoML Vision Edge to build and deploy fast, high-accuracy models to classify images or detect objects at the edge, and trigger real-time actions based on local data. <a href="/web/20210812154355/https://cloud.google.com/vision/automl/docs" class="cws-link" track-name="learn more" track-type="inline link" track-metadata-eventdetail="cloud.google.com/vision/automl/docs/" track-metadata-module="benefits">Learn more</a>. </p> </span> </div> <div class="cloud-copy__text cws-grid__col--span-6 cws-grid__col--span-4-lg"> <div class="benefit-module__headline"> <h4 class="cws-headline--headline-5" id="reduce-purchase-friction" data-text="Reduce purchase friction">Reduce purchase friction</h4> </div> <span class="cws-body richtext"> <p>With Vision API’s <a href="/web/20210812154355/https://cloud.google.com/vision/product-search/docs" class="cws-link" track-name="vision product search" track-type="inline link" track-metadata-eventdetail="cloud.google.com/vision/product-search/docs/" track-metadata-module="benefits">vision product search</a>, retailers can create an engaging mobile experience that enables customers to upload a photo of an item and immediately see a list of similar items for purchase.</p> </span> </div> </div> </div> </div> </div> </section> <section class="module-section"> <div class="cloud-jump-section" data-cloud-main-text="Demo"> <p class="cws-label" style="margin-bottom: 16px;">Demo</p> <style> .demo-module__headline { margin-bottom: 36px; } </style> <div class="demo-module" track-metadata-module="demo" track-metadata-module_headline="try the api"> <div class="demo-module__headline"> <h3 class="cws-headline--headline-4" id="try-the-api" data-text=" Try the API "> Try the API </h3> </div> <cloudx-demo type="vision"></cloudx-demo> </div> </div> </section> <section class="module-section"> <div class="cloud-jump-section" data-cloud-main-text="Key features"> <p class="cws-label" style="margin-bottom: 16px;">Key features</p> <style> .key-features-module__eyebrow { margin-bottom: 8px; } .key-features-module__key-feature { margin-bottom: 40px; } .key-features-module__key-feature:last-of-type { margin-bottom: 24px; } </style> <div class="key-features-module" track-metadata-module="key features" track-metadata-module_headline="two computer vision products to help you understand images"> <div class="cws-grid"> <div class="key-features-module__headline cws-spacer-4--bottom cws-grid__col--span-8"> <h3 class="cws-headline--headline-4" id="two-computer-vision-products-to-help-you-understand-images" data-text=" Two computer vision products to help you understand images "> Two computer vision products to help you understand images </h3> </div> </div> <div class="cws-grid"> <div class="cws-grid__col--span-8"> <div class="key-features-module__key-feature"> <h5 class="cws-headline--headline-6" id="automl-vision" data-text="AutoML Vision">AutoML Vision</h5> <span class="cws-body richtext"> <p>Automate the training of your own custom machine learning models. Simply upload images and train custom image models with <a href="/web/20210812154355/https://cloud.google.com/automl" class="cws-link" track-name="automl vision" track-type="inline link" track-metadata-eventdetail="cloud.google.com/automl/" track-metadata-module="key features" track-metadata-module_headline="two computer vision products to help you understand images">AutoML Vision</a>’s easy-to-use graphical interface; optimize your models for accuracy, latency, and size; and export them to your application in the cloud or to an array of devices at the edge.</p> </span> </div> <div class="key-features-module__key-feature"> <h5 class="cws-headline--headline-6" id="vision-api" data-text="Vision API">Vision API</h5> <span class="cws-body richtext"> <p>Vision API offers powerful pre-trained machine learning models through REST and RPC APIs. Assign labels to images and quickly classify them into millions of predefined categories. Detect objects and faces, read printed and handwritten text, and build valuable metadata into your image catalog.</p> </span> </div> </div> <div class="key-features-module__right-rail cws-grid__col--span-4"> <a class="cws-card cws-card--list" href="/web/20210812154355/https://cloud.google.com/resources/gartner-magic-quadrant-cloud-ai-developer-services" track-name="news" track-type="card" track-metadata-eventdetail="cloud.google.com/resources/gartner-magic-quadrant-cloud-ai-developer-services" track-metadata-module="key features" track-metadata-module_headline="two computer vision products to help you understand images" track-metadata-child_headline="news"> <div class="cws-card__inner"> <div class="cws-card__asset"> <picture> <source type="image/webp" srcset="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/8RqHWMmdSMEq4rP5ZOdkL2AsoHxNIrpWx3omCSJVVX9QHDsUM361pqC7mleIKW-tB_d1kfzDk5AMHQ=e14-rw-lo-sc0xffffff-w112 1x, https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/8RqHWMmdSMEq4rP5ZOdkL2AsoHxNIrpWx3omCSJVVX9QHDsUM361pqC7mleIKW-tB_d1kfzDk5AMHQ=e14-rw-lo-sc0xffffff-w224 2x"> <source type="image/jpeg" srcset="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/8RqHWMmdSMEq4rP5ZOdkL2AsoHxNIrpWx3omCSJVVX9QHDsUM361pqC7mleIKW-tB_d1kfzDk5AMHQ=e14-rj-sc0xffffff-w112 1x, https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/8RqHWMmdSMEq4rP5ZOdkL2AsoHxNIrpWx3omCSJVVX9QHDsUM361pqC7mleIKW-tB_d1kfzDk5AMHQ=e14-rj-sc0xffffff-w224 2x"> <img alt="" class="" loading="lazy" src="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/8RqHWMmdSMEq4rP5ZOdkL2AsoHxNIrpWx3omCSJVVX9QHDsUM361pqC7mleIKW-tB_d1kfzDk5AMHQ=e14-rj-sc0xffffff-w112" srcset="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/8RqHWMmdSMEq4rP5ZOdkL2AsoHxNIrpWx3omCSJVVX9QHDsUM361pqC7mleIKW-tB_d1kfzDk5AMHQ=e14-rj-sc0xffffff-w224 2x"> </picture> </div> <div class="cws-card__content"> <p class="cws-headline cws-headline--headline-6">News</p> <div class="cws-body">Gartner 2021 Magic Quadrant for Cloud AI Developer Services</div> </div> </div> </a> </div> </div> </div> </div> </section> <section class="module-section"> <div class="cloud-jump-section" data-cloud-main-text="Customers"> <p class="cws-label" style="margin-bottom: 16px;">Customers</p> <style> .customer-module__carousel .cloud-carousel { padding: 0; } .customer-module__carousel, .customer-module__headline { margin-bottom: 36px; } @media(max-width: 768px) { .customer-module__headline { margin-bottom: 0; } } </style> <div class="customer-module" track-metadata-module="customers carousel" track-metadata-module_headline="vision api and automl vision customers"> <div class="cws-grid"> <div class="cws-grid__col--span-8"> <div class="customer-module__headline"> <h3 class="cws-headline--headline-4" id="vision-api-and-automl-vision-customers" data-text="Vision API and AutoML Vision customers">Vision API and AutoML Vision customers</h3> </div> </div> </div> <div class="customer-module__carousel"> <style> @media (max-width: 480px) { .cloud-carousel--bleed-right { margin-right: 0; } .cloud-carousel__slide { margin-right: 16px; } } </style> <div class="cloud-carousel cloud-carousel--3up cloud-carousel--margin-tight"> <div class="cloud-carousel__slide-deck-container"> <div class="cloud-carousel__slide-deck" role="group"> <div class="cloud-carousel__slide cws-cards"> <a class="cws-card" href="https://web.archive.org/web/20210812154355/https://cloud.google.com/blog/products/ai-machine-learning/how-the-new-york-times-is-using-google-cloud-to-find-untold-stories-in-millions-of-archived-photos" track-name="learn how the new york times uses google cloud and vision api to uncover stories in millions of photos" track-type="card" track-metadata-eventdetail="cloud.google.com/blog/products/ai-machine-learning/how-the-new-york-times-is-using-google-cloud-to-find-untold-stories-in-millions-of-archived-photos" track-metadata-module="customers carousel" track-metadata-module_headline="vision api and automl vision customers" track-metadata-child_headline="learn how the new york times uses google cloud and vision api to uncover stories in millions of photos" track-metadata-child_eyebrow="blog post" track-metadata-child_index="1" track-metadata-child_total="6"> <div class="cws-card__inner"> <div class="cws-card__asset cws-card__asset--logo"> <img alt="The New York Times logo" class="" src="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/qY7Yf3F8AHsnR62bpdCgUr-YJlKmPqyqruUqz4xEkdr_hcmRerGES1H4fxFabElCv2zwS8eUer8=e14-rj-sc0xffffff-h36" srcset="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/qY7Yf3F8AHsnR62bpdCgUr-YJlKmPqyqruUqz4xEkdr_hcmRerGES1H4fxFabElCv2zwS8eUer8=e14-rj-sc0xffffff-h72 2x" style=""> </div> <div class="cws-card__content"> <p class="cws-label">Blog post</p> <p class="cws-headline cws-headline--headline-5">Learn how The New York Times uses Google Cloud and Vision API to uncover stories in millions of photos.</p> <p class="cws-small-text">5-min read</p> </div> </div> </a> </div> <div class="cloud-carousel__slide cws-cards"> <a class="cws-card" href="https://web.archive.org/web/20210812154355/https://www.blog.google/products/google-cloud/box-bringing-image-recognition-and-ocr-cloud-content-management/" target="_blank" rel="noopener" track-name="see how box brings image recognition and ocr to cloud content management with vision api" track-type="card" track-metadata-eventdetail="www.blog.google/products/google-cloud/box-bringing-image-recognition-and-ocr-cloud-content-management/" track-metadata-module="customers carousel" track-metadata-module_headline="vision api and automl vision customers" track-metadata-child_headline="see how box brings image recognition and ocr to cloud content management with vision api" track-metadata-child_eyebrow="blog post" track-metadata-child_index="2" track-metadata-child_total="6"> <div class="cws-card__inner"> <div class="cws-card__asset cws-card__asset--logo"> <img alt="Box logo" class="" src="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/f66eKLMb-J_W56Tca8Ya5U1F-MeGtTKea4Mo3yzhhkYhqvM6pqtxxazRXe_Zm9xLX6Ld3yiZcK81Tg=e14-rj-sc0xffffff-h36" srcset="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/f66eKLMb-J_W56Tca8Ya5U1F-MeGtTKea4Mo3yzhhkYhqvM6pqtxxazRXe_Zm9xLX6Ld3yiZcK81Tg=e14-rj-sc0xffffff-h72 2x" style=""> </div> <div class="cws-card__content"> <p class="cws-label">Blog post</p> <p class="cws-headline cws-headline--headline-5">See how Box brings image recognition and OCR to cloud content management with Vision API.</p> <p class="cws-small-text">5-min read</p> </div> </div> </a> </div> <div class="cloud-carousel__slide cws-cards"> <a class="cws-card lb" href="https://web.archive.org/web/20210812154355/https://www.youtube.com/watch?v=4gQ2NqNazgs&t=133s" data-lightbox-height="506" data-lightbox-width="900" target="_blank" rel="noopener" track-name="learn how chevron uses automl vision to find information that is challenging to get when you need it" track-type="card" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-module="customers carousel" track-metadata-module_headline="vision api and automl vision customers" track-metadata-child_headline="learn how chevron uses automl vision to find information that is challenging to get when you need it" track-metadata-child_eyebrow="video" track-metadata-child_index="3" track-metadata-child_total="6"> <div class="cws-card__inner"> <div class="cws-card__asset cws-card__asset--logo"> <img alt="Chevron logo" class="" src="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/ewie4rGQZ13FCa3RRdkIkVA9Q9O16TsF6StwftK1HTQEysLypv_MvRKIkWcA83XZuB0OWv7oPFU=e14-rj-sc0xffffff-h36" srcset="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/ewie4rGQZ13FCa3RRdkIkVA9Q9O16TsF6StwftK1HTQEysLypv_MvRKIkWcA83XZuB0OWv7oPFU=e14-rj-sc0xffffff-h72 2x" style=""> </div> <div class="cws-card__content"> <p class="cws-label">Video</p> <p class="cws-headline cws-headline--headline-5">Learn how Chevron uses AutoML Vision to find information that is challenging to get when you need it.</p> <p class="cws-small-text">05:26</p> </div> </div> </a> </div> <div class="cloud-carousel__slide cws-cards"> <a class="cws-card" href="https://web.archive.org/web/20210812154355/https://cloud.google.com/blog/products/ai-machine-learning/coastal-classifiers-using-automl-vision-to-assess-and-track-environmental-change" track-name="discover how texas am university researchers use automl vision to assess and track environmental change" track-type="card" track-metadata-eventdetail="cloud.google.com/blog/products/ai-machine-learning/coastal-classifiers-using-automl-vision-to-assess-and-track-environmental-change" track-metadata-module="customers carousel" track-metadata-module_headline="vision api and automl vision customers" track-metadata-child_headline="discover how texas am university researchers use automl vision to assess and track environmental change" track-metadata-child_eyebrow="blog post" track-metadata-child_index="4" track-metadata-child_total="6"> <div class="cws-card__inner"> <div class="cws-card__asset cws-card__asset--logo"> <img alt="Texas A&M logo" class="" src="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/CLR6UuoPXGaghb9W7bf8bydz6N3HuYGk6Bfdcs7Kd2sm3gmJBY6KkJqmlpCKYJIsCZHqbCiq26U=e14-rj-sc0xffffff-h36" srcset="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/CLR6UuoPXGaghb9W7bf8bydz6N3HuYGk6Bfdcs7Kd2sm3gmJBY6KkJqmlpCKYJIsCZHqbCiq26U=e14-rj-sc0xffffff-h72 2x" style=""> </div> <div class="cws-card__content"> <p class="cws-label">Blog post</p> <p class="cws-headline cws-headline--headline-5">Discover how Texas A&M University researchers use AutoML Vision to assess and track environmental change.</p> <p class="cws-small-text">5-min read</p> </div> </div> </a> </div> <div class="cloud-carousel__slide cws-cards"> <a class="cws-card" href="/web/20210812154355/https://cloud.google.com/customers/zsl" track-name="learn how zsl helps endangered species by identifying them with vast camera trap datasets using automl" track-type="card" track-metadata-eventdetail="cloud.google.com/customers/zsl/" track-metadata-module="customers carousel" track-metadata-module_headline="vision api and automl vision customers" track-metadata-child_headline="learn how zsl helps endangered species by identifying them with vast camera trap datasets using automl" track-metadata-child_eyebrow="case study" track-metadata-child_index="5" track-metadata-child_total="6"> <div class="cws-card__inner"> <div class="cws-card__asset cws-card__asset--logo"> <img alt="Zoological Society of London logo" class="" src="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/dIpQg4B92HLfRoUGuYbu3n8ZiWtioP22RVyBGHJhyy5DR4tCWi48WI43a5dt-X7PutWoXj0HWVle=e14-rj-sc0xffffff-h36" srcset="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/dIpQg4B92HLfRoUGuYbu3n8ZiWtioP22RVyBGHJhyy5DR4tCWi48WI43a5dt-X7PutWoXj0HWVle=e14-rj-sc0xffffff-h72 2x" style=""> </div> <div class="cws-card__content"> <p class="cws-label">Case study</p> <p class="cws-headline cws-headline--headline-5">Learn how ZSL helps endangered species by identifying them with vast camera trap datasets using AutoML.</p> <p class="cws-small-text">5-min read</p> </div> </div> </a> </div> <div class="cloud-carousel__slide cws-cards"> <a class="cws-card" href="https://web.archive.org/web/20210812154355/https://cloud.google.com/blog/products/ai-machine-learning/ai-and-machine-learning-improve-manufacturing-visual-inspection-process" track-name="see how globalfoundries used automl vision to easily train ai to automate 40 of manual inspection" track-type="card" track-metadata-eventdetail="cloud.google.com/blog/products/ai-machine-learning/ai-and-machine-learning-improve-manufacturing-visual-inspection-process" track-metadata-module="customers carousel" track-metadata-module_headline="vision api and automl vision customers" track-metadata-child_headline="see how globalfoundries used automl vision to easily train ai to automate 40 of manual inspection" track-metadata-child_eyebrow="blog post" track-metadata-child_index="6" track-metadata-child_total="6"> <div class="cws-card__inner"> <div class="cws-card__asset cws-card__asset--logo"> <img alt="GlobalFoundries logo" class="" src="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/xhfg7BjV4hTPl0pIm_71d46736sFAuFlxItYQe3ylRpNhqc70LltiuOoV8JbY4OJ8bqvZ8dn3RY=e14-rj-sc0xffffff-h36" srcset="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/xhfg7BjV4hTPl0pIm_71d46736sFAuFlxItYQe3ylRpNhqc70LltiuOoV8JbY4OJ8bqvZ8dn3RY=e14-rj-sc0xffffff-h72 2x" style=""> </div> <div class="cws-card__content"> <p class="cws-label">Blog post</p> <p class="cws-headline cws-headline--headline-5">See how GlobalFoundries used AutoML Vision to easily train AI to automate 40% of manual inspection.</p> <p class="cws-small-text">5-min read</p> </div> </div> </a> </div> </div> </div> <div class="cloud-carousel__controls cloud-carousel__controls--hide-nuggets"> <div class="cloud-carousel__arrow left-arrow"> <i class="material-icons" aria-hidden="true" translate="no">keyboard_arrow_left</i> </div> <div class="cloud-carousel__arrow right-arrow"> <i class="material-icons" aria-hidden="true" translate="no">keyboard_arrow_right</i> </div> <div class="cloud-carousel__nuggets"> <div class="cloud-carousel__nugget"></div> </div> </div> </div> </div> <div> <a class="cws-button cws-button--low-emphasis cws-button--align-left" href="https://web.archive.org/web/20210812154355/https://cloud.google.com/customers" track-name="see all customers" track-type="button" track-metadata-eventdetail="cloud.google.com/customers" track-metadata-modifier="low-emphasis"> See all customers </a> </div> </div> </div> </section> <section class="module-section">  </section> <section class="module-section"> <div class="cloud-jump-section" data-cloud-main-text="What’s new"> <p class="cws-label" style="margin-bottom: 16px;">What’s new</p> <style> .whats-new-module .cloud-carousel { padding: 0; } .whats-new-module__headline { margin-bottom: 36px; } </style> <div class="whats-new-module" track-metadata-module="whats new" track-metadata-module_headline="discover the latest in vision ai products"> <div class="cws-grid"> <div class="cws-grid__col--span-8"> <div class="whats-new-module__headline"> <h3 class="cws-headline--headline-4" id="discover-the-latest-in-vision-ai-products" data-text="Discover the latest in Vision AI products">Discover the latest in Vision AI products</h3> <p class="cloud-module__description"> <span class="richtext"> <p> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/newsletter" class="cws-link" track-name="sign up" track-type="inline link" track-metadata-eventdetail="cloud.google.com/newsletter" track-metadata-module="whats new" track-metadata-module_headline="discover the latest in vision ai products">Sign up</a> for Google Cloud newsletters to receive product updates, event information, special offers, and more.</p> </span> </p> </div> </div> </div> <style> @media (max-width: 480px) { .cloud-carousel--bleed-right { margin-right: 0; } .cloud-carousel__slide { margin-right: 16px; } } </style> <div class="cloud-carousel cloud-carousel--3up"> <div class="cloud-carousel__slide-deck-container"> <div class="cloud-carousel__slide-deck" role="group"> <div class="cloud-carousel__slide cloud-carousel__slide--story"> <a class="cloud-carousel__slide-link" href="https://web.archive.org/web/20210812154355/https://cloud.google.com/blog/products/ai-machine-learning/forrester-names-google-cloud-a-leader-in-the-new-wave-for-computer-vision-platforms" track-name="read report" track-type="carousel slide item" track-metadata-eventdetail="cloud.google.com/blog/products/ai-machine-learning/forrester-names-google-cloud-a-leader-in-the-new-wave-for-computer-vision-platforms" track-metadata-module="whats new" track-metadata-module_headline="discover the latest in vision ai products" track-metadata-child_headline="forrester new wave computer vision cv platforms q4 2019" track-metadata-child_eyebrow="report" track-metadata-child_index="1" track-metadata-child_total="6"> <div class="cloud-carousel__slide-image cloud-carousel__slide-image--rounded"> <picture> <source type="image/webp" srcset="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/eH2uKQ_ba9qO37sGFAG498REESmM0PQfwvuDIeoskh1Z_WplqXcFjqSkZ9xcjXZv7Igs4yZAiuU=e14-rw-lo-sc0xffffff-h130-w102 1x, https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/eH2uKQ_ba9qO37sGFAG498REESmM0PQfwvuDIeoskh1Z_WplqXcFjqSkZ9xcjXZv7Igs4yZAiuU=e14-rw-lo-sc0xffffff-h260-w204 2x"> <source type="image/jpeg" srcset="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/eH2uKQ_ba9qO37sGFAG498REESmM0PQfwvuDIeoskh1Z_WplqXcFjqSkZ9xcjXZv7Igs4yZAiuU=e14-rj-sc0xffffff-h130-w102 1x, https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/eH2uKQ_ba9qO37sGFAG498REESmM0PQfwvuDIeoskh1Z_WplqXcFjqSkZ9xcjXZv7Igs4yZAiuU=e14-rj-sc0xffffff-h260-w204 2x"> <img alt="" class="" src="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/eH2uKQ_ba9qO37sGFAG498REESmM0PQfwvuDIeoskh1Z_WplqXcFjqSkZ9xcjXZv7Igs4yZAiuU=e14-rj-sc0xffffff-h130-w102" srcset="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/eH2uKQ_ba9qO37sGFAG498REESmM0PQfwvuDIeoskh1Z_WplqXcFjqSkZ9xcjXZv7Igs4yZAiuU=e14-rj-sc0xffffff-h260-w204 2x"> </picture> </div> <div class="cloud-carousel__slide-body"> <p class="cloud-carousel__slide-metadata cws-label"> <span class="cloud-carousel__slide-eyebrow">Report</span> </p> <p class="cloud-carousel__slide-description cws-headline--headline-6"> <span>Forrester New Wave™: Computer Vision (CV) Platforms, Q4 2019</span> <span class="cloud-link cloud-carousel__slide-cta">Read report</span> </p> </div> </a> </div> <div class="cloud-carousel__slide cloud-carousel__slide--story"> <a class="cloud-carousel__slide-link lb" href="https://web.archive.org/web/20210812154355/https://www.youtube.com/watch?v=kgxfdTh9lz0&autoplay=1" data-lightbox-height="506" data-lightbox-width="900" target="_blank" rel="noopener" track-metadata-video-id="kgxfdTh9lz0" track-name="watch video" track-type="card" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-module="whats new" track-metadata-module_headline="discover the latest in vision ai products" track-metadata-child_headline="ai adventures automl vision part 1" track-metadata-child_eyebrow="video" track-metadata-child_index="2" track-metadata-child_total="6"> <div class="cloud-carousel__slide-image cloud-carousel__slide-image--rounded"> <picture> <source type="image/webp" srcset="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/K6i_6t5OBZDv7pAAt_6XedrpnNtmX_cFZQzqEHCMDUfbq7ucp_uGr4o6Ra_dy7AzUoWSKIUzvTlV=e14-rw-lo-sc0xffffff-h130-w102 1x, https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/K6i_6t5OBZDv7pAAt_6XedrpnNtmX_cFZQzqEHCMDUfbq7ucp_uGr4o6Ra_dy7AzUoWSKIUzvTlV=e14-rw-lo-sc0xffffff-h260-w204 2x"> <source type="image/jpeg" srcset="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/K6i_6t5OBZDv7pAAt_6XedrpnNtmX_cFZQzqEHCMDUfbq7ucp_uGr4o6Ra_dy7AzUoWSKIUzvTlV=e14-rj-sc0xffffff-h130-w102 1x, https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/K6i_6t5OBZDv7pAAt_6XedrpnNtmX_cFZQzqEHCMDUfbq7ucp_uGr4o6Ra_dy7AzUoWSKIUzvTlV=e14-rj-sc0xffffff-h260-w204 2x"> <img alt="" class="" src="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/K6i_6t5OBZDv7pAAt_6XedrpnNtmX_cFZQzqEHCMDUfbq7ucp_uGr4o6Ra_dy7AzUoWSKIUzvTlV=e14-rj-sc0xffffff-h130-w102" srcset="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/K6i_6t5OBZDv7pAAt_6XedrpnNtmX_cFZQzqEHCMDUfbq7ucp_uGr4o6Ra_dy7AzUoWSKIUzvTlV=e14-rj-sc0xffffff-h260-w204 2x"> </picture> </div> <div class="cloud-carousel__slide-body"> <p class="cloud-carousel__slide-metadata cws-label"> <span class="cloud-carousel__slide-eyebrow">Video</span> </p> <p class="cloud-carousel__slide-description cws-headline--headline-6"> <span>AI Adventures: AutoML Vision, Part 1</span> <span class="cloud-link cloud-carousel__slide-cta">Watch video</span> </p> </div> </a> </div> <div class="cloud-carousel__slide cloud-carousel__slide--story"> <a class="cloud-carousel__slide-link lb" href="https://web.archive.org/web/20210812154355/https://www.youtube.com/watch?v=aUfIFoMEIgg&autoplay=1" data-lightbox-height="506" data-lightbox-width="900" target="_blank" rel="noopener" track-metadata-video-id="aUfIFoMEIgg" track-name="watch video" track-type="card" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-module="whats new" track-metadata-module_headline="discover the latest in vision ai products" track-metadata-child_headline="ai adventures automl vision part 2" track-metadata-child_eyebrow="video" track-metadata-child_index="3" track-metadata-child_total="6"> <div class="cloud-carousel__slide-image cloud-carousel__slide-image--rounded"> <picture> <source type="image/webp" srcset="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/fS0TFCUgRZc4xDUeKu75iSaeEDElrmbkljRnYmxyEHjrLe0EVmhhK5irfHsVKg22wcB9DW-Rm-xl=e14-rw-lo-sc0xffffff-h130-w102 1x, https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/fS0TFCUgRZc4xDUeKu75iSaeEDElrmbkljRnYmxyEHjrLe0EVmhhK5irfHsVKg22wcB9DW-Rm-xl=e14-rw-lo-sc0xffffff-h260-w204 2x"> <source type="image/jpeg" srcset="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/fS0TFCUgRZc4xDUeKu75iSaeEDElrmbkljRnYmxyEHjrLe0EVmhhK5irfHsVKg22wcB9DW-Rm-xl=e14-rj-sc0xffffff-h130-w102 1x, https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/fS0TFCUgRZc4xDUeKu75iSaeEDElrmbkljRnYmxyEHjrLe0EVmhhK5irfHsVKg22wcB9DW-Rm-xl=e14-rj-sc0xffffff-h260-w204 2x"> <img alt="" class="" src="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/fS0TFCUgRZc4xDUeKu75iSaeEDElrmbkljRnYmxyEHjrLe0EVmhhK5irfHsVKg22wcB9DW-Rm-xl=e14-rj-sc0xffffff-h130-w102" srcset="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/fS0TFCUgRZc4xDUeKu75iSaeEDElrmbkljRnYmxyEHjrLe0EVmhhK5irfHsVKg22wcB9DW-Rm-xl=e14-rj-sc0xffffff-h260-w204 2x"> </picture> </div> <div class="cloud-carousel__slide-body"> <p class="cloud-carousel__slide-metadata cws-label"> <span class="cloud-carousel__slide-eyebrow">Video</span> </p> <p class="cloud-carousel__slide-description cws-headline--headline-6"> <span>AI Adventures: AutoML Vision, Part 2</span> <span class="cloud-link cloud-carousel__slide-cta">Watch video</span> </p> </div> </a> </div> <div class="cloud-carousel__slide cloud-carousel__slide--story"> <a class="cloud-carousel__slide-link lb" href="https://web.archive.org/web/20210812154355/https://www.youtube.com/watch?v=X813AkGuPDE&t=505s" data-lightbox-height="506" data-lightbox-width="900" target="_blank" rel="noopener" track-metadata-video-id="X813AkGuPDE" track-name="watch video" track-type="card" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-module="whats new" track-metadata-module_headline="discover the latest in vision ai products" track-metadata-child_headline="aes uses automl vision to make asset inspection safer and more efficient" track-metadata-child_eyebrow="video" track-metadata-child_index="4" track-metadata-child_total="6"> <div class="cloud-carousel__slide-image cloud-carousel__slide-image--rounded"> <picture> <source type="image/webp" srcset="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/I7D4kRzder4A6O1CfeEtUTPc4s6dfna0Ct1fArK_GeC8KIm6VDGKobs-vTALkv5qImc3K3n9XCU=e14-rw-lo-sc0xffffff-h130-w102 1x, https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/I7D4kRzder4A6O1CfeEtUTPc4s6dfna0Ct1fArK_GeC8KIm6VDGKobs-vTALkv5qImc3K3n9XCU=e14-rw-lo-sc0xffffff-h260-w204 2x"> <source type="image/jpeg" srcset="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/I7D4kRzder4A6O1CfeEtUTPc4s6dfna0Ct1fArK_GeC8KIm6VDGKobs-vTALkv5qImc3K3n9XCU=e14-rj-sc0xffffff-h130-w102 1x, https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/I7D4kRzder4A6O1CfeEtUTPc4s6dfna0Ct1fArK_GeC8KIm6VDGKobs-vTALkv5qImc3K3n9XCU=e14-rj-sc0xffffff-h260-w204 2x"> <img alt="" class="" src="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/I7D4kRzder4A6O1CfeEtUTPc4s6dfna0Ct1fArK_GeC8KIm6VDGKobs-vTALkv5qImc3K3n9XCU=e14-rj-sc0xffffff-h130-w102" srcset="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/I7D4kRzder4A6O1CfeEtUTPc4s6dfna0Ct1fArK_GeC8KIm6VDGKobs-vTALkv5qImc3K3n9XCU=e14-rj-sc0xffffff-h260-w204 2x"> </picture> </div> <div class="cloud-carousel__slide-body"> <p class="cloud-carousel__slide-metadata cws-label"> <span class="cloud-carousel__slide-eyebrow">Video</span> </p> <p class="cloud-carousel__slide-description cws-headline--headline-6"> <span>AES uses AutoML Vision to make asset inspection safer and more efficient</span> <span class="cloud-link cloud-carousel__slide-cta">Watch video</span> </p> </div> </a> </div> <div class="cloud-carousel__slide cloud-carousel__slide--story"> <a class="cloud-carousel__slide-link lb" href="https://web.archive.org/web/20210812154355/https://www.youtube.com/watch?v=X813AkGuPDE&t=1156s" data-lightbox-height="506" data-lightbox-width="900" target="_blank" rel="noopener" track-metadata-video-id="X813AkGuPDE" track-name="watch video" track-type="card" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-module="whats new" track-metadata-module_headline="discover the latest in vision ai products" track-metadata-child_headline="lg cns uses automl vision edge to accurately detect defects in various products" track-metadata-child_eyebrow="video" track-metadata-child_index="5" track-metadata-child_total="6"> <div class="cloud-carousel__slide-image cloud-carousel__slide-image--rounded"> <picture> <source type="image/webp" srcset="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/2QCeh4-Enw1ucBM7xi7fvE3YX8FmiKM9y6GBP_zmc7wGMbelvtaD_GCD3IVaTqV8JYcTuf-UM_2m=e14-rw-lo-sc0xffffff-h130-w102 1x, https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/2QCeh4-Enw1ucBM7xi7fvE3YX8FmiKM9y6GBP_zmc7wGMbelvtaD_GCD3IVaTqV8JYcTuf-UM_2m=e14-rw-lo-sc0xffffff-h260-w204 2x"> <source type="image/jpeg" srcset="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/2QCeh4-Enw1ucBM7xi7fvE3YX8FmiKM9y6GBP_zmc7wGMbelvtaD_GCD3IVaTqV8JYcTuf-UM_2m=e14-rj-sc0xffffff-h130-w102 1x, https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/2QCeh4-Enw1ucBM7xi7fvE3YX8FmiKM9y6GBP_zmc7wGMbelvtaD_GCD3IVaTqV8JYcTuf-UM_2m=e14-rj-sc0xffffff-h260-w204 2x"> <img alt="" class="" src="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/2QCeh4-Enw1ucBM7xi7fvE3YX8FmiKM9y6GBP_zmc7wGMbelvtaD_GCD3IVaTqV8JYcTuf-UM_2m=e14-rj-sc0xffffff-h130-w102" srcset="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/2QCeh4-Enw1ucBM7xi7fvE3YX8FmiKM9y6GBP_zmc7wGMbelvtaD_GCD3IVaTqV8JYcTuf-UM_2m=e14-rj-sc0xffffff-h260-w204 2x"> </picture> </div> <div class="cloud-carousel__slide-body"> <p class="cloud-carousel__slide-metadata cws-label"> <span class="cloud-carousel__slide-eyebrow">Video</span> </p> <p class="cloud-carousel__slide-description cws-headline--headline-6"> <span>LG CNS uses AutoML Vision Edge to accurately detect defects in various products</span> <span class="cloud-link cloud-carousel__slide-cta">Watch video</span> </p> </div> </a> </div> <div class="cloud-carousel__slide cloud-carousel__slide--story"> <a class="cloud-carousel__slide-link lb" href="https://web.archive.org/web/20210812154355/https://www.youtube.com/watch?v=pKEmQ1VMxsM&t=440s" data-lightbox-height="506" data-lightbox-width="900" target="_blank" rel="noopener" track-metadata-video-id="pKEmQ1VMxsM" track-name="watch video" track-type="card" track-metadata-eventdetail="www.youtube.com/watch" track-metadata-module="whats new" track-metadata-module_headline="discover the latest in vision ai products" track-metadata-child_headline="nordstrom uses vision product search to help shoppers find products in a photo" track-metadata-child_eyebrow="video" track-metadata-child_index="6" track-metadata-child_total="6"> <div class="cloud-carousel__slide-image cloud-carousel__slide-image--rounded"> <picture> <source type="image/webp" srcset="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/YIrWJ2HIJvhiMS2fuaK6-LJiSQTynRMYrc9g85hpATYBnyaQTCo1XGMTqAIIUfNaUYTvYPOf26Ih=e14-rw-lo-sc0xffffff-h130-w102 1x, https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/YIrWJ2HIJvhiMS2fuaK6-LJiSQTynRMYrc9g85hpATYBnyaQTCo1XGMTqAIIUfNaUYTvYPOf26Ih=e14-rw-lo-sc0xffffff-h260-w204 2x"> <source type="image/jpeg" srcset="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/YIrWJ2HIJvhiMS2fuaK6-LJiSQTynRMYrc9g85hpATYBnyaQTCo1XGMTqAIIUfNaUYTvYPOf26Ih=e14-rj-sc0xffffff-h130-w102 1x, https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/YIrWJ2HIJvhiMS2fuaK6-LJiSQTynRMYrc9g85hpATYBnyaQTCo1XGMTqAIIUfNaUYTvYPOf26Ih=e14-rj-sc0xffffff-h260-w204 2x"> <img alt="" class="" src="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/YIrWJ2HIJvhiMS2fuaK6-LJiSQTynRMYrc9g85hpATYBnyaQTCo1XGMTqAIIUfNaUYTvYPOf26Ih=e14-rj-sc0xffffff-h130-w102" srcset="https://web.archive.org/web/20210812154355im_/https://lh3.googleusercontent.com/YIrWJ2HIJvhiMS2fuaK6-LJiSQTynRMYrc9g85hpATYBnyaQTCo1XGMTqAIIUfNaUYTvYPOf26Ih=e14-rj-sc0xffffff-h260-w204 2x"> </picture> </div> <div class="cloud-carousel__slide-body"> <p class="cloud-carousel__slide-metadata cws-label"> <span class="cloud-carousel__slide-eyebrow">Video</span> </p> <p class="cloud-carousel__slide-description cws-headline--headline-6"> <span>Nordstrom uses Vision Product Search to help shoppers find products in a photo</span> <span class="cloud-link cloud-carousel__slide-cta">Watch video</span> </p> </div> </a> </div> </div> </div> <div class="cloud-carousel__controls cloud-carousel__controls--hide-nuggets"> <div class="cloud-carousel__arrow left-arrow"> <i class="material-icons" aria-hidden="true" translate="no">keyboard_arrow_left</i> </div> <div class="cloud-carousel__arrow right-arrow"> <i class="material-icons" aria-hidden="true" translate="no">keyboard_arrow_right</i> </div> <div class="cloud-carousel__nuggets"> <div class="cloud-carousel__nugget"></div> </div> </div> </div> </div> </div> </section> <section class="module-section" id="documentation"> <div class="cloud-jump-section" data-cloud-main-text="Documentation" data-cloud-is-subtitle-linked="true"> <p class="cws-label" style="margin-bottom: 16px;">Documentation</p> <style> .documentation-module__headline { margin-bottom: 36px; } .documentation-module__more-docs { margin-bottom: 24px; } </style> <div class="documentation-module" track-metadata-module="documentation" track-metadata-module_headline="find resources and documentation for vision ai"> <div class="cws-grid"> <div class="documentation-module__copy cws-grid__col--span-8"> <div class="documentation-module__headline"> <h3 class="cws-headline--headline-4" id="find-resources-and-documentation-for-vision-ai" data-text=" Find resources and documentation for Vision AI "> Find resources and documentation for Vision AI </h3> </div> </div> </div> <div class="cws-grid"> <div class="cws-grid__col--span-8"> <div class="cloud-list"> <div class="cloud-list-item"> <div class="cloud-list-item__content"> <div class="cloud-list-item__header"> <span class="cloud-chip cloud-chip--green-bg "> Tutorial </span> </div> <h5 class="cws-headline--headline-6 cloud-list-item__headline" id="automl-vision-documentation" data-text=" AutoML Vision documentation"> AutoML Vision documentation</h5> <p class="cws-body cloud-list-item__blurb"><span class="cws-body richtext">Train machine learning models to classify your images according to your own defined labels.</span></p> </div> <div class="cloud-list-item__footer"> <div class="cws-button__set cws-button__set--with-margin"> <a class="cws-button cws-button--low-emphasis cws-button--align-left" href="/web/20210812154355/https://cloud.google.com/vision/automl/docs" track-name="learn more" track-type="button" track-metadata-eventdetail="cloud.google.com/vision/automl/docs/" track-metadata-modifier="low-emphasis" track-metadata-module="documentation" track-metadata-module_headline="find resources and documentation for vision ai" track-metadata-parent_type="list item" track-metadata-child_index="1" track-metadata-child_total="8"> Learn more </a> </div> </div> </div> <div class="cloud-list-item"> <div class="cloud-list-item__content"> <div class="cloud-list-item__header"> <span class="cloud-chip cloud-chip--green-bg "> Tutorial </span> </div> <h5 class="cws-headline--headline-6 cloud-list-item__headline" id="vision-api-documentation" data-text=" Vision API documentation"> Vision API documentation</h5> <p class="cws-body cloud-list-item__blurb"><span class="cws-body richtext">Integrate vision detection features within applications, including image labeling, face detection, optical character recognition, and tagging of explicit content.</span> </p> </div> <div class="cloud-list-item__footer"> <div class="cws-button__set cws-button__set--with-margin"> <a class="cws-button cws-button--low-emphasis cws-button--align-left" href="/web/20210812154355/https://cloud.google.com/vision/docs" track-name="learn more" track-type="button" track-metadata-eventdetail="cloud.google.com/vision/docs/" track-metadata-modifier="low-emphasis" track-metadata-module="documentation" track-metadata-module_headline="find resources and documentation for vision ai" track-metadata-parent_type="list item" track-metadata-child_index="2" track-metadata-child_total="8"> Learn more </a> </div> </div> </div> <div class="cloud-list-item"> <div class="cloud-list-item__content"> <div class="cloud-list-item__header"> <span class="cloud-chip cloud-chip--green-bg "> Tutorial </span> </div> <h5 class="cws-headline--headline-6 cloud-list-item__headline" id="vision-product-search-documentation" data-text=" Vision Product Search documentation"> Vision Product Search documentation</h5> <p class="cws-body cloud-list-item__blurb"><span class="cws-body richtext">Discover how to use Vision API Product Search with documentation including guides, references, resources, and videos.</span></p> </div> <div class="cloud-list-item__footer"> <div class="cws-button__set cws-button__set--with-margin"> <a class="cws-button cws-button--low-emphasis cws-button--align-left" href="/web/20210812154355/https://cloud.google.com/vision/product-search/docs" track-name="learn more" track-type="button" track-metadata-eventdetail="cloud.google.com/vision/product-search/docs/" track-metadata-modifier="low-emphasis" track-metadata-module="documentation" track-metadata-module_headline="find resources and documentation for vision ai" track-metadata-parent_type="list item" track-metadata-child_index="3" track-metadata-child_total="8"> Learn more </a> </div> </div> </div> <div class="cloud-list-item"> <div class="cloud-list-item__content"> <div class="cloud-list-item__header"> <span class="cloud-chip cloud-chip--green-bg "> Tutorial </span> </div> <h5 class="cws-headline--headline-6 cloud-list-item__headline" id="cloud-vision-api-from-a-kubernetes-cluster" data-text=" Cloud Vision API from a Kubernetes cluster"> Cloud Vision API from a Kubernetes cluster</h5> <p class="cws-body cloud-list-item__blurb"><span class="cws-body richtext">Discover how to use Cloud Vision API with a Qwiklabs lab that will teach you how to classify images of clouds in the cloud with AutoML Vision.</span></p> </div> <div class="cloud-list-item__footer"> <div class="cws-button__set cws-button__set--with-margin"> <a class="cws-button cws-button--low-emphasis cws-button--align-left" href="https://web.archive.org/web/20210812154355/https://www.qwiklabs.com/focuses/8406?parent=catalog&utm_source=vision&utm_campaign=cloudapi&utm_medium=webpage" target="_blank" rel="noopener" track-name="learn more" track-type="button" track-metadata-eventdetail="www.qwiklabs.com/focuses/8406" track-metadata-modifier="low-emphasis" track-metadata-module="documentation" track-metadata-module_headline="find resources and documentation for vision ai" track-metadata-parent_type="list item" track-metadata-child_index="4" track-metadata-child_total="8"> Learn more </a> </div> </div> </div> <div class="cloud-list-item"> <div class="cloud-list-item__content"> <div class="cloud-list-item__header"> <span class="cloud-chip cloud-chip--green-bg "> Tutorial </span> </div> <h5 class="cws-headline--headline-6 cloud-list-item__headline" id="machine-learning-apis" data-text=" Machine learning APIs"> Machine learning APIs</h5> <p class="cws-body cloud-list-item__blurb"><span class="cws-body richtext">Improve and demonstrate your knowledge of machine learning APIs with a hands-on challenge lab in this Qwiklabs Quest.</span></p> </div> <div class="cloud-list-item__footer"> <div class="cws-button__set cws-button__set--with-margin"> <a class="cws-button cws-button--low-emphasis cws-button--align-left" href="https://web.archive.org/web/20210812154355/https://www.qwiklabs.com/quests/32?catalog_rank=%7B%22rank%22%3A4%2C%22num_filters%22%3A0%2C%22has_search%22%3Atrue%7D&locale=en&search_id=2044219" target="_blank" rel="noopener" track-name="learn more" track-type="button" track-metadata-eventdetail="www.qwiklabs.com/quests/32" track-metadata-modifier="low-emphasis" track-metadata-module="documentation" track-metadata-module_headline="find resources and documentation for vision ai" track-metadata-parent_type="list item" track-metadata-child_index="5" track-metadata-child_total="8"> Learn more </a> </div> </div> </div> <div class="cloud-list-item"> <div class="cloud-list-item__content"> <div class="cloud-list-item__header"> <span class="cloud-chip cloud-chip--green-bg "> Tutorial </span> </div> <h5 class="cws-headline--headline-6 cloud-list-item__headline" id="apis-explorer:-qwik-start" data-text=" APIs Explorer: Qwik Start"> APIs Explorer: Qwik Start</h5> <p class="cws-body cloud-list-item__blurb"><span class="cws-body richtext">Get practical experience with APIs Explorer, including creating a Cloud Storage bucket, uploading an image to Cloud Storage, and making a request to the Vision API.</span></p> </div> <div class="cloud-list-item__footer"> <div class="cws-button__set cws-button__set--with-margin"> <a class="cws-button cws-button--low-emphasis cws-button--align-left" href="https://web.archive.org/web/20210812154355/https://www.qwiklabs.com/focuses/2457?parent=catalog&utm_source=vision&utm_campaign=cloudapi&utm_medium=webpage" target="_blank" rel="noopener" track-name="learn more" track-type="button" track-metadata-eventdetail="www.qwiklabs.com/focuses/2457" track-metadata-modifier="low-emphasis" track-metadata-module="documentation" track-metadata-module_headline="find resources and documentation for vision ai" track-metadata-parent_type="list item" track-metadata-child_index="6" track-metadata-child_total="8"> Learn more </a> </div> </div> </div> <div class="cloud-list-item"> <div class="cloud-list-item__content"> <div class="cloud-list-item__header"> <span class="cloud-chip cloud-chip--green-bg "> Tutorial </span> </div> <h5 class="cws-headline--headline-6 cloud-list-item__headline" id="extract-and-translate-text-from-images-with-cloud-ml-apis" data-text=" Extract and translate text from images with Cloud ML APIs"> Extract and translate text from images with Cloud ML APIs</h5> <p class="cws-body cloud-list-item__blurb"><span class="cws-body richtext">Explore machine learning by using multiple APIs together, including Vision, Translation, and Natural Language to extract, translate, and analyze text from images.</span></p> </div> <div class="cloud-list-item__footer"> <div class="cws-button__set cws-button__set--with-margin"> <a class="cws-button cws-button--low-emphasis cws-button--align-left" href="https://web.archive.org/web/20210812154355/https://www.qwiklabs.com/catalog_lab/1111?utm_source=vision&utm_medium=webpage&utm_campaign=cloudapi" target="_blank" rel="noopener" track-name="learn more" track-type="button" track-metadata-eventdetail="www.qwiklabs.com/catalog_lab/1111" track-metadata-modifier="low-emphasis" track-metadata-module="documentation" track-metadata-module_headline="find resources and documentation for vision ai" track-metadata-parent_type="list item" track-metadata-child_index="7" track-metadata-child_total="8"> Learn more </a> </div> </div> </div> <div class="cloud-list-item"> <div class="cloud-list-item__content"> <div class="cloud-list-item__header"> <span class="cloud-chip cloud-chip--green-bg "> Tutorial </span> </div> <h5 class="cws-headline--headline-6 cloud-list-item__headline" id="detect-labels-in-an-image-python" data-text=" Detect labels in an image (Python)"> Detect labels in an image (Python)</h5> <p class="cws-body cloud-list-item__blurb"><span class="cws-body richtext">Learn how to: enable the Vision API, clone a sample app, set up authentication, and use sample app to request the Vision API return labels describing a sample image.</span></p> </div> <div class="cloud-list-item__footer"> <div class="cws-button__set cws-button__set--with-margin"> <a class="cws-button cws-button--low-emphasis cws-button--align-left" href="https://web.archive.org/web/20210812154355/http://console.cloud.google.com/?tutorial=python_vision_quickstart" target="_blank" rel="noopener" referrerpolicy="no-referrer-when-downgrade" track-name="learn more" track-type="button" track-metadata-eventdetail="console.cloud.google.com/" track-metadata-modifier="low-emphasis" track-metadata-module="documentation" track-metadata-module_headline="find resources and documentation for vision ai" track-metadata-parent_type="list item" track-metadata-child_index="8" track-metadata-child_total="8"> Learn more </a> </div> </div> </div> <div class="cloud-list__footer"> <h5 class="cws-headline--headline-6 cloud-list__footer-heading" id="not-seeing-what-you’re-looking-for" data-text=" Not seeing what you’re looking for? "> Not seeing what you’re looking for? </h5> <div class="cloud-list__footer--buttons"> <div class="cws-button__set"> <a class="cws-button cws-button--low-emphasis cws-button--align-left" href="/web/20210812154355/https://cloud.google.com/vision/docs" track-name="view all product documentation" track-type="button" track-metadata-eventdetail="cloud.google.com/vision/docs" track-metadata-modifier="low-emphasis" track-metadata-module="documentation" track-metadata-module_headline="find resources and documentation for vision ai"> View all product documentation </a> </div> </div> </div> </div> </div> <div class="cws-grid__col--span-4 documentation-module__sidebar"> </div> </div> </div> </div> </section> <section class="module-section"> <div class="cloud-jump-section" data-cloud-main-text="Use cases" data-cloud-is-subtitle-linked="true"> <p class="cws-label" style="margin-bottom: 16px;">Use cases</p> <style> /* [1] Override chip bottom margin to match design spec */ .use-case-module .cloud-chip { margin-bottom: 8px; /* [1] */ } .use-case-module__headline { margin-bottom: 40px; } .use-case-module__use-case { margin-bottom: 36px; } .use-case-module__use-case:last-child { margin-bottom: 0; } .use-case-module__use-case-diagram { display: flex; justify-content: left; overflow-x: auto; margin: 24px 0; } .use-case-module__cta { margin-top: 24px; } </style> <div class="use-case-module" track-metadata-module="use cases" track-metadata-module_headline="use cases"> <div class="use-case-module__headline"> <h3 class="cws-headline--headline-4" id="use-cases" data-text=" Use cases "> Use cases </h3> </div> <div> <div class="use-case-module__use-case"> <div> <span class="cloud-chip cloud-chip--yellow-bg "> Use case </span> </div> <div> <span class="cws-headline--headline-6 cloud-jump-section">Vision product search</span> </div> <span class="cws-body richtext"> <p>Find products of interest within images and visually search product catalogs using Vision API.</p> </span> <div class="use-case-module__use-case-diagram"> <img alt="" class="" loading="lazy" src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/bricks/image/aba5811b83aa5b38a6a1b37312e96777e367256adbdf566db6a74e9c216fc29c.svg" style="max-width: 953px; max-height: 400px;"> </div> <div class="cws-grid cws-cards cws-cards--compact use-case-module__technical-content cws-spacer-3--top"> </div> </div> <div class="use-case-module__use-case"> <div> <span class="cloud-chip cloud-chip--yellow-bg "> Use case </span> </div> <div> <span class="cws-headline--headline-6 cloud-jump-section">Document classification</span> </div> <span class="cws-body richtext"> <p>Access information efficiently by using the Vision and Natural Language APIs to classify, extract, and enrich documents. For more information, see <a href="/web/20210812154355/https://cloud.google.com/solutions/document-ai" class="cws-link" track-name="document ai" track-type="inline link" track-metadata-eventdetail="cloud.google.com/solutions/document-ai/" track-metadata-module="use cases" track-metadata-module_headline="use cases">Document AI</a>. </p> </span> <div class="use-case-module__use-case-diagram"> <img alt="" class="" loading="lazy" src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/bricks/image/36f314b647f9d2eb1be94c5211d183047167517f3f8ecbd64da4490f26ccb6fb.svg" style="max-width: 953px; max-height: 400px;"> </div> <div class="cws-grid cws-cards cws-cards--compact use-case-module__technical-content cws-spacer-3--top"> </div> </div> <div class="use-case-module__use-case"> <div> <span class="cloud-chip cloud-chip--yellow-bg "> Use case </span> </div> <div> <span class="cws-headline--headline-6 cloud-jump-section">Image search</span> </div> <span class="cws-body richtext"> <p>Use Vision API and AutoML Vision to make images searchable across broad topics and scenes, including custom categories. </p> </span> <div class="use-case-module__use-case-diagram"> <img alt="" class="" loading="lazy" src="https://web.archive.org/web/20210812154355im_/https://www.gstatic.com/bricks/image/1715839de5f34f54eecb1fb274673646c009047e5dadb85301f375563f2346fa.svg" style="max-width: 953px; max-height: 400px;"> </div> <div class="cws-grid cws-cards cws-cards--compact use-case-module__technical-content cws-spacer-3--top"> </div> </div> </div> <div class="use-case-module__cta"> <a class="cws-button cws-button--low-emphasis cws-button--align-left" href="/web/20210812154355/https://cloud.google.com/docs/tutorials#Vision" track-name="view all technical guides" track-type="button" track-metadata-eventdetail="cloud.google.com/docs/tutorials" track-metadata-modifier="low-emphasis"> View all technical guides </a> </div> </div> </div> </section> <section class="module-section" id="all-features"> <div class="cloud-jump-section" data-cloud-main-text="All features" data-cloud-is-subtitle-linked="true"> <p class="cws-label" style="margin-bottom: 16px;">All features</p> <style> .comparison-module .expandable { border-top: 1px solid #174ea6; margin-bottom: 20px; } .comparison-module .cloud-collapse__panels { border-bottom: 1px solid #174ea6; } .comparison-module__mobile-view { display: none; } .comparison-module__checkmarks { list-style: none; padding-left: 0; } .comparison-module__checkmarks-mobile { list-style: none; padding-left: 0; } .comparison-module__checkmarks li:last-child { margin-bottom: 0; } .comparison-module__items-block-wrapper div:last-child { border: 0; } .comparison-module__items-block { border-bottom: 1px solid #dadce0; } .comparison-module__items-block div.richtext { color: inherit; } .comparison-module__checkmark { display: flex; margin: 0; margin-bottom: 8px; } .comparison-module__checkmark--center { justify-content: center; } .comparison-module__checkmark div, .comparison-module__checkmark p { display: inline; margin: 0; } .comparison-module__checkmark-check { display: inline; margin-right: 8px; margin-top: 4px; } .comparison-module__header { margin-bottom: 16px; margin-top: 36px; } .comparison-module__row-item { border-right: 1px solid #dadce0; padding: 24px; } .comparison-module__cell-text { display: inline; color: #5f6368; line-height: inherit; } .comparison-module__row-alternate { background-color: #f8f9fa; } .comparison-module__eyebrow { align-items: flex-end; border-bottom: 1px solid #dadce0; border-right: 1px solid #dadce0; display: flex; padding: 0px 16px 16px 24px; line-height: 16px; } .comparison-module__header-item { display: flex; flex-direction: column; border-bottom: 1px solid #dadce0; border-right: 1px solid #dadce0; border-top: 1px solid #dadce0; padding: 24px; } .comparison-module__last-cell { border-bottom: 1px solid #dadce0; } .comparison-module .cws-headline--headline-6, .comparison-module .cws-headline--headline-6 p { margin: 0; } @media (max-width: 767px) { .comparison-module__desktop-view { display: none; } .comparison-module__mobile-view { display: block; } } </style> <div class="comparison-module" track-metadata-module="comparison" track-metadata-module_headline="which vision product is right for you"> <div class="cws-grid comparison-module__headline cws-spacer-4--bottom"> <div class="cws-grid__col--span-12"> <h3 class="cws-headline--headline-4" id="which-vision-product-is-right-for-you" data-text="Which vision product is right for you?">Which vision product is right for you?</h3> <div class="cws-body--large cws-spacer-2--top cws-spacer-2--bottom richtext"> Use Vision API to categorize content using thousands of predefined labels or AutoML Vision to create custom labels. Check out <a href="/web/20210812154355/https://cloud.google.com/solutions/visual-inspection-ai" class="cws-link" track-name="visual inspection ai" track-type="inline link" track-metadata-eventdetail="cloud.google.com/solutions/visual-inspection-ai/" track-metadata-module="comparison" track-metadata-module_headline="which vision product is right for you">Visual Inspection AI</a>, our new manufacturing solution.</div> </div> </div> <div class="comparison-module__desktop-view"> <div class="cws-grid cws-grid__no-gap"> <div class="cws-label comparison-module__eyebrow cws-grid__col--span-4"> </div> <div class="comparison-module__header-item cws-grid__col--span-4"> <h3 class="cws-headline--headline-6" id="automl-vision_1" data-text=" AutoML Vision "> AutoML Vision </h3> <div class="cws-spacer-1--bottom"> </div> <div class="comparison-module__header-item-cta cws-spacer-2--top cws-button__set"> </div> </div> <div class="comparison-module__header-item cws-grid__col--span-4"> <h3 class="cws-headline--headline-6" id="vision-api_1" data-text=" Vision API "> Vision API </h3> <div class="cws-spacer-1--bottom"> </div> <div class="comparison-module__header-item-cta cws-spacer-2--top cws-button__set"> </div> </div> <div class="cws-grid__col--span-4 comparison-module__row-item comparison-module__row-alternate"> <h3 class="cws-headline--headline-6" id="user-interface" data-text=" USER INTERFACE "> <span class="cws-body richtext"> <p>USER INTERFACE</p> </span> </h3> </div> <div class="cws-grid__col--span-4 comparison-module__row-item comparison-module__row-alternate"> <ul class="comparison-module__checkmarks"> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item comparison-module__row-alternate"> <ul class="comparison-module__checkmarks"> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item"> <h3 class="cws-headline--headline-6" id="use-apis-use-rest-and-rpc-apis." data-text=" Use APIs Use REST and RPC APIs. "> <span class="cws-body richtext"> <p>Use APIs</p> <p>Use REST and RPC APIs.</p> </span> </h3> </div> <div class="cws-grid__col--span-4 comparison-module__row-item"> <ul class="comparison-module__checkmarks"> <li class="comparison-module__checkmark comparison-module__checkmark--center"> <span class="comparison-module__checkmark-check"> <svg width="16px" height="16px" viewbox="0 0 16 16" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" jetway-hooks="{}"> <title>check_circle_filled_black_24dp (1)</title> <g jetway-hook-id="F02B8FBA-AEEF-44BA-996B-E086CA71F796" id="Redlines" stroke="none" stroke-width="1" fill="none" fill-rule="evenodd"> <g jetway-hook-id="535FAA57-9E4D-413B-A133-93DE76DB7A57" id="Tiered-wayfinding_template_r1v1" transform="translate(-868.000000, -1185.000000)"> <g jetway-hook-id="1FFC08A8-B7B9-48BB-98A6-C4AB020A5062" id="Group" transform="translate(868.000000, 1149.000000)"> <g jetway-hook-id="38D95AEE-8F2F-4BFD-8B6C-84852F733298" id="Group-6" transform="translate(0.000000, 32.000000)"> <g jetway-hook-id="D8CF8B54-4398-4E49-860C-BF2BBB2D6C18" id="check_circle_filled_black_24dp-(1)" transform="translate(0.000000, 4.000000)"> <path d="M8,1.33333333 C4.32,1.33333333 1.33333333,4.32 1.33333333,8 C1.33333333,11.68 4.32,14.6666667 8,14.6666667 C11.68,14.6666667 14.6666667,11.68 14.6666667,8 C14.6666667,4.32 11.68,1.33333333 8,1.33333333 Z M6.66666667,11.3333333 L4,8.66666667 L4.93333333,7.73333333 L6.66666667,9.46666667 L11.0666667,5.06666667 L12,6 L6.66666667,11.3333333 Z" jetway-hook-id="353F0A81-19F2-4A9A-9592-E9662EFB15BF" id="Shape" fill="#34A853" fill-rule="nonzero"></path> <polygon jetway-hook-id="C4F08A30-32B2-45B6-AB0C-E5494B408335" id="Path" points="0 0 16 0 16 16 0 16"> </polygon> </g> </g> </g> </g> </g> </svg> </span> </li> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item"> <ul class="comparison-module__checkmarks"> <li class="comparison-module__checkmark comparison-module__checkmark--center"> <span class="comparison-module__checkmark-check"> <svg width="16px" height="16px" viewbox="0 0 16 16" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" jetway-hooks="{}"> <title>check_circle_filled_black_24dp (1)</title> <g jetway-hook-id="F02B8FBA-AEEF-44BA-996B-E086CA71F796" id="Redlines" stroke="none" stroke-width="1" fill="none" fill-rule="evenodd"> <g jetway-hook-id="535FAA57-9E4D-413B-A133-93DE76DB7A57" id="Tiered-wayfinding_template_r1v1" transform="translate(-868.000000, -1185.000000)"> <g jetway-hook-id="1FFC08A8-B7B9-48BB-98A6-C4AB020A5062" id="Group" transform="translate(868.000000, 1149.000000)"> <g jetway-hook-id="38D95AEE-8F2F-4BFD-8B6C-84852F733298" id="Group-6" transform="translate(0.000000, 32.000000)"> <g jetway-hook-id="D8CF8B54-4398-4E49-860C-BF2BBB2D6C18" id="check_circle_filled_black_24dp-(1)" transform="translate(0.000000, 4.000000)"> <path d="M8,1.33333333 C4.32,1.33333333 1.33333333,4.32 1.33333333,8 C1.33333333,11.68 4.32,14.6666667 8,14.6666667 C11.68,14.6666667 14.6666667,11.68 14.6666667,8 C14.6666667,4.32 11.68,1.33333333 8,1.33333333 Z M6.66666667,11.3333333 L4,8.66666667 L4.93333333,7.73333333 L6.66666667,9.46666667 L11.0666667,5.06666667 L12,6 L6.66666667,11.3333333 Z" jetway-hook-id="353F0A81-19F2-4A9A-9592-E9662EFB15BF" id="Shape" fill="#34A853" fill-rule="nonzero"></path> <polygon jetway-hook-id="C4F08A30-32B2-45B6-AB0C-E5494B408335" id="Path" points="0 0 16 0 16 16 0 16"> </polygon> </g> </g> </g> </g> </g> </svg> </span> </li> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item comparison-module__row-alternate"> <h3 class="cws-headline--headline-6" id="use-a-graphical-ui-use-a-graphical-user-interface." data-text=" Use a graphical UI Use a graphical user interface. "> <span class="cws-body richtext"> <p>Use a graphical UI</p> <p>Use a graphical user interface.</p> </span> </h3> </div> <div class="cws-grid__col--span-4 comparison-module__row-item comparison-module__row-alternate"> <ul class="comparison-module__checkmarks"> <li class="comparison-module__checkmark comparison-module__checkmark--center"> <span class="comparison-module__checkmark-check"> <svg width="16px" height="16px" viewbox="0 0 16 16" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" jetway-hooks="{}"> <title>check_circle_filled_black_24dp (1)</title> <g jetway-hook-id="F02B8FBA-AEEF-44BA-996B-E086CA71F796" id="Redlines" stroke="none" stroke-width="1" fill="none" fill-rule="evenodd"> <g jetway-hook-id="535FAA57-9E4D-413B-A133-93DE76DB7A57" id="Tiered-wayfinding_template_r1v1" transform="translate(-868.000000, -1185.000000)"> <g jetway-hook-id="1FFC08A8-B7B9-48BB-98A6-C4AB020A5062" id="Group" transform="translate(868.000000, 1149.000000)"> <g jetway-hook-id="38D95AEE-8F2F-4BFD-8B6C-84852F733298" id="Group-6" transform="translate(0.000000, 32.000000)"> <g jetway-hook-id="D8CF8B54-4398-4E49-860C-BF2BBB2D6C18" id="check_circle_filled_black_24dp-(1)" transform="translate(0.000000, 4.000000)"> <path d="M8,1.33333333 C4.32,1.33333333 1.33333333,4.32 1.33333333,8 C1.33333333,11.68 4.32,14.6666667 8,14.6666667 C11.68,14.6666667 14.6666667,11.68 14.6666667,8 C14.6666667,4.32 11.68,1.33333333 8,1.33333333 Z M6.66666667,11.3333333 L4,8.66666667 L4.93333333,7.73333333 L6.66666667,9.46666667 L11.0666667,5.06666667 L12,6 L6.66666667,11.3333333 Z" jetway-hook-id="353F0A81-19F2-4A9A-9592-E9662EFB15BF" id="Shape" fill="#34A853" fill-rule="nonzero"></path> <polygon jetway-hook-id="C4F08A30-32B2-45B6-AB0C-E5494B408335" id="Path" points="0 0 16 0 16 16 0 16"> </polygon> </g> </g> </g> </g> </g> </svg> </span> </li> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item comparison-module__row-alternate"> <ul class="comparison-module__checkmarks"> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item"> <h3 class="cws-headline--headline-6" id="predefined-or-custom-labeling" data-text=" PREDEFINED OR CUSTOM LABELING "> <span class="cws-body richtext"> <p>PREDEFINED OR CUSTOM LABELING</p> </span> </h3> </div> <div class="cws-grid__col--span-4 comparison-module__row-item"> <ul class="comparison-module__checkmarks"> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item"> <ul class="comparison-module__checkmarks"> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item comparison-module__row-alternate"> <h3 class="cws-headline--headline-6" id="classify-images-using-predefined-labels-pre-trained-models-leverage-vast-libraries-of-predefined-labels." data-text=" Classify images using predefined labels Pre-trained models leverage vast libraries of predefined labels. "> <span class="cws-body richtext"> <p>Classify images using predefined labels</p> <p><em>Pre-trained models leverage vast libraries of predefined labels.</em></p> </span> </h3> </div> <div class="cws-grid__col--span-4 comparison-module__row-item comparison-module__row-alternate"> <ul class="comparison-module__checkmarks"> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item comparison-module__row-alternate"> <ul class="comparison-module__checkmarks"> <li class="comparison-module__checkmark comparison-module__checkmark--center"> <span class="comparison-module__checkmark-check"> <svg width="16px" height="16px" viewbox="0 0 16 16" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" jetway-hooks="{}"> <title>check_circle_filled_black_24dp (1)</title> <g jetway-hook-id="F02B8FBA-AEEF-44BA-996B-E086CA71F796" id="Redlines" stroke="none" stroke-width="1" fill="none" fill-rule="evenodd"> <g jetway-hook-id="535FAA57-9E4D-413B-A133-93DE76DB7A57" id="Tiered-wayfinding_template_r1v1" transform="translate(-868.000000, -1185.000000)"> <g jetway-hook-id="1FFC08A8-B7B9-48BB-98A6-C4AB020A5062" id="Group" transform="translate(868.000000, 1149.000000)"> <g jetway-hook-id="38D95AEE-8F2F-4BFD-8B6C-84852F733298" id="Group-6" transform="translate(0.000000, 32.000000)"> <g jetway-hook-id="D8CF8B54-4398-4E49-860C-BF2BBB2D6C18" id="check_circle_filled_black_24dp-(1)" transform="translate(0.000000, 4.000000)"> <path d="M8,1.33333333 C4.32,1.33333333 1.33333333,4.32 1.33333333,8 C1.33333333,11.68 4.32,14.6666667 8,14.6666667 C11.68,14.6666667 14.6666667,11.68 14.6666667,8 C14.6666667,4.32 11.68,1.33333333 8,1.33333333 Z M6.66666667,11.3333333 L4,8.66666667 L4.93333333,7.73333333 L6.66666667,9.46666667 L11.0666667,5.06666667 L12,6 L6.66666667,11.3333333 Z" jetway-hook-id="353F0A81-19F2-4A9A-9592-E9662EFB15BF" id="Shape" fill="#34A853" fill-rule="nonzero"></path> <polygon jetway-hook-id="C4F08A30-32B2-45B6-AB0C-E5494B408335" id="Path" points="0 0 16 0 16 16 0 16"> </polygon> </g> </g> </g> </g> </g> </svg> </span> </li> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item"> <h3 class="cws-headline--headline-6" id="classify-images-using-custom-labels-train-models-to-classify-images-via-labels-you-choose." data-text=" Classify images using custom labels Train models to classify images via labels you choose. "> <span class="cws-body richtext"> <p>Classify images using custom labels</p> <p> <i>Train models to classify images via labels you choose.</i> </p> </span> </h3> </div> <div class="cws-grid__col--span-4 comparison-module__row-item"> <ul class="comparison-module__checkmarks"> <li class="comparison-module__checkmark comparison-module__checkmark--center"> <span class="comparison-module__checkmark-check"> <svg width="16px" height="16px" viewbox="0 0 16 16" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" jetway-hooks="{}"> <title>check_circle_filled_black_24dp (1)</title> <g jetway-hook-id="F02B8FBA-AEEF-44BA-996B-E086CA71F796" id="Redlines" stroke="none" stroke-width="1" fill="none" fill-rule="evenodd"> <g jetway-hook-id="535FAA57-9E4D-413B-A133-93DE76DB7A57" id="Tiered-wayfinding_template_r1v1" transform="translate(-868.000000, -1185.000000)"> <g jetway-hook-id="1FFC08A8-B7B9-48BB-98A6-C4AB020A5062" id="Group" transform="translate(868.000000, 1149.000000)"> <g jetway-hook-id="38D95AEE-8F2F-4BFD-8B6C-84852F733298" id="Group-6" transform="translate(0.000000, 32.000000)"> <g jetway-hook-id="D8CF8B54-4398-4E49-860C-BF2BBB2D6C18" id="check_circle_filled_black_24dp-(1)" transform="translate(0.000000, 4.000000)"> <path d="M8,1.33333333 C4.32,1.33333333 1.33333333,4.32 1.33333333,8 C1.33333333,11.68 4.32,14.6666667 8,14.6666667 C11.68,14.6666667 14.6666667,11.68 14.6666667,8 C14.6666667,4.32 11.68,1.33333333 8,1.33333333 Z M6.66666667,11.3333333 L4,8.66666667 L4.93333333,7.73333333 L6.66666667,9.46666667 L11.0666667,5.06666667 L12,6 L6.66666667,11.3333333 Z" jetway-hook-id="353F0A81-19F2-4A9A-9592-E9662EFB15BF" id="Shape" fill="#34A853" fill-rule="nonzero"></path> <polygon jetway-hook-id="C4F08A30-32B2-45B6-AB0C-E5494B408335" id="Path" points="0 0 16 0 16 16 0 16"> </polygon> </g> </g> </g> </g> </g> </svg> </span> </li> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item"> <ul class="comparison-module__checkmarks"> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item comparison-module__row-alternate"> <h3 class="cws-headline--headline-6" id="use-google’s-data-labeling-service-our-team-can-help-annotate-your-images,-videos,-and-text." data-text=" Use Google’s data labeling service Our team can help annotate your images, videos, and text. "> <span class="cws-body richtext"> <p>Use Google’s data labeling service</p> <p> <i>Our team can help annotate your images, videos, and text.</i> </p> </span> </h3> </div> <div class="cws-grid__col--span-4 comparison-module__row-item comparison-module__row-alternate"> <ul class="comparison-module__checkmarks"> <li class="comparison-module__checkmark comparison-module__checkmark--center"> <span class="comparison-module__checkmark-check"> <svg width="16px" height="16px" viewbox="0 0 16 16" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" jetway-hooks="{}"> <title>check_circle_filled_black_24dp (1)</title> <g jetway-hook-id="F02B8FBA-AEEF-44BA-996B-E086CA71F796" id="Redlines" stroke="none" stroke-width="1" fill="none" fill-rule="evenodd"> <g jetway-hook-id="535FAA57-9E4D-413B-A133-93DE76DB7A57" id="Tiered-wayfinding_template_r1v1" transform="translate(-868.000000, -1185.000000)"> <g jetway-hook-id="1FFC08A8-B7B9-48BB-98A6-C4AB020A5062" id="Group" transform="translate(868.000000, 1149.000000)"> <g jetway-hook-id="38D95AEE-8F2F-4BFD-8B6C-84852F733298" id="Group-6" transform="translate(0.000000, 32.000000)"> <g jetway-hook-id="D8CF8B54-4398-4E49-860C-BF2BBB2D6C18" id="check_circle_filled_black_24dp-(1)" transform="translate(0.000000, 4.000000)"> <path d="M8,1.33333333 C4.32,1.33333333 1.33333333,4.32 1.33333333,8 C1.33333333,11.68 4.32,14.6666667 8,14.6666667 C11.68,14.6666667 14.6666667,11.68 14.6666667,8 C14.6666667,4.32 11.68,1.33333333 8,1.33333333 Z M6.66666667,11.3333333 L4,8.66666667 L4.93333333,7.73333333 L6.66666667,9.46666667 L11.0666667,5.06666667 L12,6 L6.66666667,11.3333333 Z" jetway-hook-id="353F0A81-19F2-4A9A-9592-E9662EFB15BF" id="Shape" fill="#34A853" fill-rule="nonzero"></path> <polygon jetway-hook-id="C4F08A30-32B2-45B6-AB0C-E5494B408335" id="Path" points="0 0 16 0 16 16 0 16"> </polygon> </g> </g> </g> </g> </g> </svg> </span> </li> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item comparison-module__row-alternate"> <ul class="comparison-module__checkmarks"> <li class="comparison-module__checkmark comparison-module__checkmark--center"> <span class="comparison-module__checkmark-check"> <svg width="16px" height="16px" viewbox="0 0 16 16" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" jetway-hooks="{}"> <title>check_circle_filled_black_24dp (1)</title> <g jetway-hook-id="F02B8FBA-AEEF-44BA-996B-E086CA71F796" id="Redlines" stroke="none" stroke-width="1" fill="none" fill-rule="evenodd"> <g jetway-hook-id="535FAA57-9E4D-413B-A133-93DE76DB7A57" id="Tiered-wayfinding_template_r1v1" transform="translate(-868.000000, -1185.000000)"> <g jetway-hook-id="1FFC08A8-B7B9-48BB-98A6-C4AB020A5062" id="Group" transform="translate(868.000000, 1149.000000)"> <g jetway-hook-id="38D95AEE-8F2F-4BFD-8B6C-84852F733298" id="Group-6" transform="translate(0.000000, 32.000000)"> <g jetway-hook-id="D8CF8B54-4398-4E49-860C-BF2BBB2D6C18" id="check_circle_filled_black_24dp-(1)" transform="translate(0.000000, 4.000000)"> <path d="M8,1.33333333 C4.32,1.33333333 1.33333333,4.32 1.33333333,8 C1.33333333,11.68 4.32,14.6666667 8,14.6666667 C11.68,14.6666667 14.6666667,11.68 14.6666667,8 C14.6666667,4.32 11.68,1.33333333 8,1.33333333 Z M6.66666667,11.3333333 L4,8.66666667 L4.93333333,7.73333333 L6.66666667,9.46666667 L11.0666667,5.06666667 L12,6 L6.66666667,11.3333333 Z" jetway-hook-id="353F0A81-19F2-4A9A-9592-E9662EFB15BF" id="Shape" fill="#34A853" fill-rule="nonzero"></path> <polygon jetway-hook-id="C4F08A30-32B2-45B6-AB0C-E5494B408335" id="Path" points="0 0 16 0 16 16 0 16"> </polygon> </g> </g> </g> </g> </g> </svg> </span> </li> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item"> <h3 class="cws-headline--headline-6" id="deploy-at-the-edge" data-text=" DEPLOY AT THE EDGE "> <span class="cws-body richtext"> <p>DEPLOY AT THE EDGE</p> </span> </h3> </div> <div class="cws-grid__col--span-4 comparison-module__row-item"> <ul class="comparison-module__checkmarks"> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item"> <ul class="comparison-module__checkmarks"> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item comparison-module__row-alternate"> <h3 class="cws-headline--headline-6" id="deploy-machine-learning-models-at-the-edge-deploy-low-latency,-high-accuracy-models-optimized-for-edge-devices." data-text=" Deploy machine learning models at the edge Deploy low-latency, high-accuracy models optimized for edge devices. "> <span class="cws-body richtext"> <p>Deploy machine learning models at the edge</p> <p> <i>Deploy low-latency, high-accuracy models optimized for edge devices.</i> </p> </span> </h3> </div> <div class="cws-grid__col--span-4 comparison-module__row-item comparison-module__row-alternate"> <ul class="comparison-module__checkmarks"> <li class="comparison-module__checkmark comparison-module__checkmark--center"> <span class="comparison-module__checkmark-check"> <svg width="16px" height="16px" viewbox="0 0 16 16" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" jetway-hooks="{}"> <title>check_circle_filled_black_24dp (1)</title> <g jetway-hook-id="F02B8FBA-AEEF-44BA-996B-E086CA71F796" id="Redlines" stroke="none" stroke-width="1" fill="none" fill-rule="evenodd"> <g jetway-hook-id="535FAA57-9E4D-413B-A133-93DE76DB7A57" id="Tiered-wayfinding_template_r1v1" transform="translate(-868.000000, -1185.000000)"> <g jetway-hook-id="1FFC08A8-B7B9-48BB-98A6-C4AB020A5062" id="Group" transform="translate(868.000000, 1149.000000)"> <g jetway-hook-id="38D95AEE-8F2F-4BFD-8B6C-84852F733298" id="Group-6" transform="translate(0.000000, 32.000000)"> <g jetway-hook-id="D8CF8B54-4398-4E49-860C-BF2BBB2D6C18" id="check_circle_filled_black_24dp-(1)" transform="translate(0.000000, 4.000000)"> <path d="M8,1.33333333 C4.32,1.33333333 1.33333333,4.32 1.33333333,8 C1.33333333,11.68 4.32,14.6666667 8,14.6666667 C11.68,14.6666667 14.6666667,11.68 14.6666667,8 C14.6666667,4.32 11.68,1.33333333 8,1.33333333 Z M6.66666667,11.3333333 L4,8.66666667 L4.93333333,7.73333333 L6.66666667,9.46666667 L11.0666667,5.06666667 L12,6 L6.66666667,11.3333333 Z" jetway-hook-id="353F0A81-19F2-4A9A-9592-E9662EFB15BF" id="Shape" fill="#34A853" fill-rule="nonzero"></path> <polygon jetway-hook-id="C4F08A30-32B2-45B6-AB0C-E5494B408335" id="Path" points="0 0 16 0 16 16 0 16"> </polygon> </g> </g> </g> </g> </g> </svg> </span> </li> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item comparison-module__row-alternate"> <ul class="comparison-module__checkmarks"> <li class="comparison-module__checkmark"> <span class="comparison-module__cell-text cws-caption richtext"> <p>Integrate with <a href="https://web.archive.org/web/20210812154355/https://firebase.google.com/docs/ml-kit/" class="cws-link" target="_blank" rel="noopener" track-name="ml kit" track-type="inline link" track-metadata-eventdetail="firebase.google.com/docs/ml-kit/" track-metadata-module="comparison" track-metadata-module_headline="which vision product is right for you">ML Kit</a> </p> </span> </li> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item"> <h3 class="cws-headline--headline-6" id="additional-features" data-text=" ADDITIONAL FEATURES "> <span class="cws-body richtext"> <p>ADDITIONAL FEATURES</p> </span> </h3> </div> <div class="cws-grid__col--span-4 comparison-module__row-item"> <ul class="comparison-module__checkmarks"> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item"> <ul class="comparison-module__checkmarks"> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item comparison-module__row-alternate"> <h3 class="cws-headline--headline-6" id="detect-objects-detect-objects,-where-they-are,-and-how-many." data-text=" Detect objects Detect objects, where they are, and how many. "> <span class="cws-body richtext"> <p>Detect objects</p> <p><i>Detect objects, where they are, and how many.</i> </p> </span> </h3> </div> <div class="cws-grid__col--span-4 comparison-module__row-item comparison-module__row-alternate"> <ul class="comparison-module__checkmarks"> <li class="comparison-module__checkmark comparison-module__checkmark--center"> <span class="comparison-module__checkmark-check"> <svg width="16px" height="16px" viewbox="0 0 16 16" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" jetway-hooks="{}"> <title>check_circle_filled_black_24dp (1)</title> <g jetway-hook-id="F02B8FBA-AEEF-44BA-996B-E086CA71F796" id="Redlines" stroke="none" stroke-width="1" fill="none" fill-rule="evenodd"> <g jetway-hook-id="535FAA57-9E4D-413B-A133-93DE76DB7A57" id="Tiered-wayfinding_template_r1v1" transform="translate(-868.000000, -1185.000000)"> <g jetway-hook-id="1FFC08A8-B7B9-48BB-98A6-C4AB020A5062" id="Group" transform="translate(868.000000, 1149.000000)"> <g jetway-hook-id="38D95AEE-8F2F-4BFD-8B6C-84852F733298" id="Group-6" transform="translate(0.000000, 32.000000)"> <g jetway-hook-id="D8CF8B54-4398-4E49-860C-BF2BBB2D6C18" id="check_circle_filled_black_24dp-(1)" transform="translate(0.000000, 4.000000)"> <path d="M8,1.33333333 C4.32,1.33333333 1.33333333,4.32 1.33333333,8 C1.33333333,11.68 4.32,14.6666667 8,14.6666667 C11.68,14.6666667 14.6666667,11.68 14.6666667,8 C14.6666667,4.32 11.68,1.33333333 8,1.33333333 Z M6.66666667,11.3333333 L4,8.66666667 L4.93333333,7.73333333 L6.66666667,9.46666667 L11.0666667,5.06666667 L12,6 L6.66666667,11.3333333 Z" jetway-hook-id="353F0A81-19F2-4A9A-9592-E9662EFB15BF" id="Shape" fill="#34A853" fill-rule="nonzero"></path> <polygon jetway-hook-id="C4F08A30-32B2-45B6-AB0C-E5494B408335" id="Path" points="0 0 16 0 16 16 0 16"> </polygon> </g> </g> </g> </g> </g> </svg> </span> </li> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item comparison-module__row-alternate"> <ul class="comparison-module__checkmarks"> <li class="comparison-module__checkmark comparison-module__checkmark--center"> <span class="comparison-module__checkmark-check"> <svg width="16px" height="16px" viewbox="0 0 16 16" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" jetway-hooks="{}"> <title>check_circle_filled_black_24dp (1)</title> <g jetway-hook-id="F02B8FBA-AEEF-44BA-996B-E086CA71F796" id="Redlines" stroke="none" stroke-width="1" fill="none" fill-rule="evenodd"> <g jetway-hook-id="535FAA57-9E4D-413B-A133-93DE76DB7A57" id="Tiered-wayfinding_template_r1v1" transform="translate(-868.000000, -1185.000000)"> <g jetway-hook-id="1FFC08A8-B7B9-48BB-98A6-C4AB020A5062" id="Group" transform="translate(868.000000, 1149.000000)"> <g jetway-hook-id="38D95AEE-8F2F-4BFD-8B6C-84852F733298" id="Group-6" transform="translate(0.000000, 32.000000)"> <g jetway-hook-id="D8CF8B54-4398-4E49-860C-BF2BBB2D6C18" id="check_circle_filled_black_24dp-(1)" transform="translate(0.000000, 4.000000)"> <path d="M8,1.33333333 C4.32,1.33333333 1.33333333,4.32 1.33333333,8 C1.33333333,11.68 4.32,14.6666667 8,14.6666667 C11.68,14.6666667 14.6666667,11.68 14.6666667,8 C14.6666667,4.32 11.68,1.33333333 8,1.33333333 Z M6.66666667,11.3333333 L4,8.66666667 L4.93333333,7.73333333 L6.66666667,9.46666667 L11.0666667,5.06666667 L12,6 L6.66666667,11.3333333 Z" jetway-hook-id="353F0A81-19F2-4A9A-9592-E9662EFB15BF" id="Shape" fill="#34A853" fill-rule="nonzero"></path> <polygon jetway-hook-id="C4F08A30-32B2-45B6-AB0C-E5494B408335" id="Path" points="0 0 16 0 16 16 0 16"> </polygon> </g> </g> </g> </g> </g> </svg> </span> </li> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item"> <h3 class="cws-headline--headline-6" id="enable-vision-product-search-compare-photos-to-images-in-your-product-catalog-and-return-a-ranked-list-of-similar-items." data-text=" Enable vision product search Compare photos to images in your product catalog and return a ranked list of similar items. "> <span class="cws-body richtext"> <p>Enable vision product search</p> <p> <i>Compare photos to images in your product catalog and return a ranked list of similar items.</i> </p> </span> </h3> </div> <div class="cws-grid__col--span-4 comparison-module__row-item"> <ul class="comparison-module__checkmarks"> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item"> <ul class="comparison-module__checkmarks"> <li class="comparison-module__checkmark comparison-module__checkmark--center"> <span class="comparison-module__checkmark-check"> <svg width="16px" height="16px" viewbox="0 0 16 16" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" jetway-hooks="{}"> <title>check_circle_filled_black_24dp (1)</title> <g jetway-hook-id="F02B8FBA-AEEF-44BA-996B-E086CA71F796" id="Redlines" stroke="none" stroke-width="1" fill="none" fill-rule="evenodd"> <g jetway-hook-id="535FAA57-9E4D-413B-A133-93DE76DB7A57" id="Tiered-wayfinding_template_r1v1" transform="translate(-868.000000, -1185.000000)"> <g jetway-hook-id="1FFC08A8-B7B9-48BB-98A6-C4AB020A5062" id="Group" transform="translate(868.000000, 1149.000000)"> <g jetway-hook-id="38D95AEE-8F2F-4BFD-8B6C-84852F733298" id="Group-6" transform="translate(0.000000, 32.000000)"> <g jetway-hook-id="D8CF8B54-4398-4E49-860C-BF2BBB2D6C18" id="check_circle_filled_black_24dp-(1)" transform="translate(0.000000, 4.000000)"> <path d="M8,1.33333333 C4.32,1.33333333 1.33333333,4.32 1.33333333,8 C1.33333333,11.68 4.32,14.6666667 8,14.6666667 C11.68,14.6666667 14.6666667,11.68 14.6666667,8 C14.6666667,4.32 11.68,1.33333333 8,1.33333333 Z M6.66666667,11.3333333 L4,8.66666667 L4.93333333,7.73333333 L6.66666667,9.46666667 L11.0666667,5.06666667 L12,6 L6.66666667,11.3333333 Z" jetway-hook-id="353F0A81-19F2-4A9A-9592-E9662EFB15BF" id="Shape" fill="#34A853" fill-rule="nonzero"></path> <polygon jetway-hook-id="C4F08A30-32B2-45B6-AB0C-E5494B408335" id="Path" points="0 0 16 0 16 16 0 16"> </polygon> </g> </g> </g> </g> </g> </svg> </span> </li> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item comparison-module__row-alternate"> <h3 class="cws-headline--headline-6" id="detect-printed-and-handwritten-text-use-ocr-and-automatically-identify-language." data-text=" Detect printed and handwritten text Use OCR and automatically identify language. "> <span class="cws-body richtext"> <p>Detect printed and handwritten text</p> <p> <i>Use </i><a href="/web/20210812154355/https://cloud.google.com/vision/docs/ocr" class="cws-link" track-name="ocr" track-type="inline link" track-metadata-eventdetail="cloud.google.com/vision/docs/ocr/" track-metadata-module="comparison" track-metadata-module_headline="which vision product is right for you"><i>OCR</i></a><i> and automatically identify language.</i> </p> </span> </h3> </div> <div class="cws-grid__col--span-4 comparison-module__row-item comparison-module__row-alternate"> <ul class="comparison-module__checkmarks"> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item comparison-module__row-alternate"> <ul class="comparison-module__checkmarks"> <li class="comparison-module__checkmark comparison-module__checkmark--center"> <span class="comparison-module__checkmark-check"> <svg width="16px" height="16px" viewbox="0 0 16 16" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" jetway-hooks="{}"> <title>check_circle_filled_black_24dp (1)</title> <g jetway-hook-id="F02B8FBA-AEEF-44BA-996B-E086CA71F796" id="Redlines" stroke="none" stroke-width="1" fill="none" fill-rule="evenodd"> <g jetway-hook-id="535FAA57-9E4D-413B-A133-93DE76DB7A57" id="Tiered-wayfinding_template_r1v1" transform="translate(-868.000000, -1185.000000)"> <g jetway-hook-id="1FFC08A8-B7B9-48BB-98A6-C4AB020A5062" id="Group" transform="translate(868.000000, 1149.000000)"> <g jetway-hook-id="38D95AEE-8F2F-4BFD-8B6C-84852F733298" id="Group-6" transform="translate(0.000000, 32.000000)"> <g jetway-hook-id="D8CF8B54-4398-4E49-860C-BF2BBB2D6C18" id="check_circle_filled_black_24dp-(1)" transform="translate(0.000000, 4.000000)"> <path d="M8,1.33333333 C4.32,1.33333333 1.33333333,4.32 1.33333333,8 C1.33333333,11.68 4.32,14.6666667 8,14.6666667 C11.68,14.6666667 14.6666667,11.68 14.6666667,8 C14.6666667,4.32 11.68,1.33333333 8,1.33333333 Z M6.66666667,11.3333333 L4,8.66666667 L4.93333333,7.73333333 L6.66666667,9.46666667 L11.0666667,5.06666667 L12,6 L6.66666667,11.3333333 Z" jetway-hook-id="353F0A81-19F2-4A9A-9592-E9662EFB15BF" id="Shape" fill="#34A853" fill-rule="nonzero"></path> <polygon jetway-hook-id="C4F08A30-32B2-45B6-AB0C-E5494B408335" id="Path" points="0 0 16 0 16 16 0 16"> </polygon> </g> </g> </g> </g> </g> </svg> </span> </li> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item"> <h3 class="cws-headline--headline-6" id="detect-faces-detect-faces-and-facial-attributes.-face-recognition-not-supported." data-text=" Detect faces Detect faces and facial attributes. (Face recognition not supported.) "> <span class="cws-body richtext"> <p>Detect faces</p> <p> <a href="/web/20210812154355/https://cloud.google.com/vision/docs/detecting-faces" class="cws-link" track-name="detect faces" track-type="inline link" track-metadata-eventdetail="cloud.google.com/vision/docs/detecting-faces/" track-metadata-module="comparison" track-metadata-module_headline="which vision product is right for you"><i>Detect faces</i></a><i> and facial attributes. (Face recognition not supported.)</i> </p> </span> </h3> </div> <div class="cws-grid__col--span-4 comparison-module__row-item"> <ul class="comparison-module__checkmarks"> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item"> <ul class="comparison-module__checkmarks"> <li class="comparison-module__checkmark comparison-module__checkmark--center"> <span class="comparison-module__checkmark-check"> <svg width="16px" height="16px" viewbox="0 0 16 16" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" jetway-hooks="{}"> <title>check_circle_filled_black_24dp (1)</title> <g jetway-hook-id="F02B8FBA-AEEF-44BA-996B-E086CA71F796" id="Redlines" stroke="none" stroke-width="1" fill="none" fill-rule="evenodd"> <g jetway-hook-id="535FAA57-9E4D-413B-A133-93DE76DB7A57" id="Tiered-wayfinding_template_r1v1" transform="translate(-868.000000, -1185.000000)"> <g jetway-hook-id="1FFC08A8-B7B9-48BB-98A6-C4AB020A5062" id="Group" transform="translate(868.000000, 1149.000000)"> <g jetway-hook-id="38D95AEE-8F2F-4BFD-8B6C-84852F733298" id="Group-6" transform="translate(0.000000, 32.000000)"> <g jetway-hook-id="D8CF8B54-4398-4E49-860C-BF2BBB2D6C18" id="check_circle_filled_black_24dp-(1)" transform="translate(0.000000, 4.000000)"> <path d="M8,1.33333333 C4.32,1.33333333 1.33333333,4.32 1.33333333,8 C1.33333333,11.68 4.32,14.6666667 8,14.6666667 C11.68,14.6666667 14.6666667,11.68 14.6666667,8 C14.6666667,4.32 11.68,1.33333333 8,1.33333333 Z M6.66666667,11.3333333 L4,8.66666667 L4.93333333,7.73333333 L6.66666667,9.46666667 L11.0666667,5.06666667 L12,6 L6.66666667,11.3333333 Z" jetway-hook-id="353F0A81-19F2-4A9A-9592-E9662EFB15BF" id="Shape" fill="#34A853" fill-rule="nonzero"></path> <polygon jetway-hook-id="C4F08A30-32B2-45B6-AB0C-E5494B408335" id="Path" points="0 0 16 0 16 16 0 16"> </polygon> </g> </g> </g> </g> </g> </svg> </span> </li> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item comparison-module__row-alternate"> <h3 class="cws-headline--headline-6" id="identify-popular-places-and-product-logos-automatically-identify-well-known-landmarks-and-product-logos." data-text=" Identify popular places and product logos Automatically identify well-known landmarks and product logos. "> <span class="cws-body richtext"> <p>Identify popular places and product logos</p> <p> <i>Automatically identify well-known </i><a href="/web/20210812154355/https://cloud.google.com/vision/docs/detecting-landmarks" class="cws-link" track-name="landmarks" track-type="inline link" track-metadata-eventdetail="cloud.google.com/vision/docs/detecting-landmarks/" track-metadata-module="comparison" track-metadata-module_headline="which vision product is right for you"><i>landmarks</i></a><i> and product </i><a href="/web/20210812154355/https://cloud.google.com/vision/docs/detecting-logos" class="cws-link" track-name="logos" track-type="inline link" track-metadata-eventdetail="cloud.google.com/vision/docs/detecting-logos/" track-metadata-module="comparison" track-metadata-module_headline="which vision product is right for you"><i>logos</i></a><i>.</i> </p> </span> </h3> </div> <div class="cws-grid__col--span-4 comparison-module__row-item comparison-module__row-alternate"> <ul class="comparison-module__checkmarks"> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item comparison-module__row-alternate"> <ul class="comparison-module__checkmarks"> <li class="comparison-module__checkmark comparison-module__checkmark--center"> <span class="comparison-module__checkmark-check"> <svg width="16px" height="16px" viewbox="0 0 16 16" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" jetway-hooks="{}"> <title>check_circle_filled_black_24dp (1)</title> <g jetway-hook-id="F02B8FBA-AEEF-44BA-996B-E086CA71F796" id="Redlines" stroke="none" stroke-width="1" fill="none" fill-rule="evenodd"> <g jetway-hook-id="535FAA57-9E4D-413B-A133-93DE76DB7A57" id="Tiered-wayfinding_template_r1v1" transform="translate(-868.000000, -1185.000000)"> <g jetway-hook-id="1FFC08A8-B7B9-48BB-98A6-C4AB020A5062" id="Group" transform="translate(868.000000, 1149.000000)"> <g jetway-hook-id="38D95AEE-8F2F-4BFD-8B6C-84852F733298" id="Group-6" transform="translate(0.000000, 32.000000)"> <g jetway-hook-id="D8CF8B54-4398-4E49-860C-BF2BBB2D6C18" id="check_circle_filled_black_24dp-(1)" transform="translate(0.000000, 4.000000)"> <path d="M8,1.33333333 C4.32,1.33333333 1.33333333,4.32 1.33333333,8 C1.33333333,11.68 4.32,14.6666667 8,14.6666667 C11.68,14.6666667 14.6666667,11.68 14.6666667,8 C14.6666667,4.32 11.68,1.33333333 8,1.33333333 Z M6.66666667,11.3333333 L4,8.66666667 L4.93333333,7.73333333 L6.66666667,9.46666667 L11.0666667,5.06666667 L12,6 L6.66666667,11.3333333 Z" jetway-hook-id="353F0A81-19F2-4A9A-9592-E9662EFB15BF" id="Shape" fill="#34A853" fill-rule="nonzero"></path> <polygon jetway-hook-id="C4F08A30-32B2-45B6-AB0C-E5494B408335" id="Path" points="0 0 16 0 16 16 0 16"> </polygon> </g> </g> </g> </g> </g> </svg> </span> </li> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item"> <h3 class="cws-headline--headline-6" id="assign-general-image-attributes-detect-general-attributes-and-appropriate-crop-hints." data-text=" Assign general image attributes Detect general attributes and appropriate crop hints. "> <span class="cws-body richtext"> <p>Assign general image attributes</p> <p> <i>Detect </i><a href="/web/20210812154355/https://cloud.google.com/vision/docs/detecting-properties" class="cws-link" track-name="general attributes" track-type="inline link" track-metadata-eventdetail="cloud.google.com/vision/docs/detecting-properties/" track-metadata-module="comparison" track-metadata-module_headline="which vision product is right for you"><i>general attributes</i></a><i> and appropriate </i><a href="/web/20210812154355/https://cloud.google.com/vision/docs/detecting-crop-hints" class="cws-link" track-name="crop hints" track-type="inline link" track-metadata-eventdetail="cloud.google.com/vision/docs/detecting-crop-hints/" track-metadata-module="comparison" track-metadata-module_headline="which vision product is right for you"><i>crop hints</i></a><i>.</i> </p> </span> </h3> </div> <div class="cws-grid__col--span-4 comparison-module__row-item"> <ul class="comparison-module__checkmarks"> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item"> <ul class="comparison-module__checkmarks"> <li class="comparison-module__checkmark comparison-module__checkmark--center"> <span class="comparison-module__checkmark-check"> <svg width="16px" height="16px" viewbox="0 0 16 16" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" jetway-hooks="{}"> <title>check_circle_filled_black_24dp (1)</title> <g jetway-hook-id="F02B8FBA-AEEF-44BA-996B-E086CA71F796" id="Redlines" stroke="none" stroke-width="1" fill="none" fill-rule="evenodd"> <g jetway-hook-id="535FAA57-9E4D-413B-A133-93DE76DB7A57" id="Tiered-wayfinding_template_r1v1" transform="translate(-868.000000, -1185.000000)"> <g jetway-hook-id="1FFC08A8-B7B9-48BB-98A6-C4AB020A5062" id="Group" transform="translate(868.000000, 1149.000000)"> <g jetway-hook-id="38D95AEE-8F2F-4BFD-8B6C-84852F733298" id="Group-6" transform="translate(0.000000, 32.000000)"> <g jetway-hook-id="D8CF8B54-4398-4E49-860C-BF2BBB2D6C18" id="check_circle_filled_black_24dp-(1)" transform="translate(0.000000, 4.000000)"> <path d="M8,1.33333333 C4.32,1.33333333 1.33333333,4.32 1.33333333,8 C1.33333333,11.68 4.32,14.6666667 8,14.6666667 C11.68,14.6666667 14.6666667,11.68 14.6666667,8 C14.6666667,4.32 11.68,1.33333333 8,1.33333333 Z M6.66666667,11.3333333 L4,8.66666667 L4.93333333,7.73333333 L6.66666667,9.46666667 L11.0666667,5.06666667 L12,6 L6.66666667,11.3333333 Z" jetway-hook-id="353F0A81-19F2-4A9A-9592-E9662EFB15BF" id="Shape" fill="#34A853" fill-rule="nonzero"></path> <polygon jetway-hook-id="C4F08A30-32B2-45B6-AB0C-E5494B408335" id="Path" points="0 0 16 0 16 16 0 16"> </polygon> </g> </g> </g> </g> </g> </svg> </span> </li> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item comparison-module__row-alternate"> <h3 class="cws-headline--headline-6" id="detect-web-entities-and-pages-find-news-events,-logos,-and-similar-images-on-the-web." data-text=" Detect web entities and pages Find news events, logos, and similar images on the web. "> <span class="cws-body richtext"> <p>Detect web entities and pages</p> <p> <i>Find news events, logos, and </i><a href="/web/20210812154355/https://cloud.google.com/vision/docs/detecting-web" class="cws-link" track-name="similar images on the web" track-type="inline link" track-metadata-eventdetail="cloud.google.com/vision/docs/detecting-web/" track-metadata-module="comparison" track-metadata-module_headline="which vision product is right for you"><i>similar images on the web</i></a><i>.</i> </p> </span> </h3> </div> <div class="cws-grid__col--span-4 comparison-module__row-item comparison-module__row-alternate"> <ul class="comparison-module__checkmarks"> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item comparison-module__row-alternate"> <ul class="comparison-module__checkmarks"> <li class="comparison-module__checkmark comparison-module__checkmark--center"> <span class="comparison-module__checkmark-check"> <svg width="16px" height="16px" viewbox="0 0 16 16" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" jetway-hooks="{}"> <title>check_circle_filled_black_24dp (1)</title> <g jetway-hook-id="F02B8FBA-AEEF-44BA-996B-E086CA71F796" id="Redlines" stroke="none" stroke-width="1" fill="none" fill-rule="evenodd"> <g jetway-hook-id="535FAA57-9E4D-413B-A133-93DE76DB7A57" id="Tiered-wayfinding_template_r1v1" transform="translate(-868.000000, -1185.000000)"> <g jetway-hook-id="1FFC08A8-B7B9-48BB-98A6-C4AB020A5062" id="Group" transform="translate(868.000000, 1149.000000)"> <g jetway-hook-id="38D95AEE-8F2F-4BFD-8B6C-84852F733298" id="Group-6" transform="translate(0.000000, 32.000000)"> <g jetway-hook-id="D8CF8B54-4398-4E49-860C-BF2BBB2D6C18" id="check_circle_filled_black_24dp-(1)" transform="translate(0.000000, 4.000000)"> <path d="M8,1.33333333 C4.32,1.33333333 1.33333333,4.32 1.33333333,8 C1.33333333,11.68 4.32,14.6666667 8,14.6666667 C11.68,14.6666667 14.6666667,11.68 14.6666667,8 C14.6666667,4.32 11.68,1.33333333 8,1.33333333 Z M6.66666667,11.3333333 L4,8.66666667 L4.93333333,7.73333333 L6.66666667,9.46666667 L11.0666667,5.06666667 L12,6 L6.66666667,11.3333333 Z" jetway-hook-id="353F0A81-19F2-4A9A-9592-E9662EFB15BF" id="Shape" fill="#34A853" fill-rule="nonzero"></path> <polygon jetway-hook-id="C4F08A30-32B2-45B6-AB0C-E5494B408335" id="Path" points="0 0 16 0 16 16 0 16"> </polygon> </g> </g> </g> </g> </g> </svg> </span> </li> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item"> <h3 class="cws-headline--headline-6" id="moderate-content-detect-explicit-content-adult,-violent,-etc.-within-images." data-text=" Moderate content Detect explicit content (adult, violent, etc.) within images. "> <span class="cws-body richtext"> <p>Moderate content</p> <p> <a href="/web/20210812154355/https://cloud.google.com/vision/docs/detecting-safe-search" class="cws-link" track-name="detect explicit content" track-type="inline link" track-metadata-eventdetail="cloud.google.com/vision/docs/detecting-safe-search/" track-metadata-module="comparison" track-metadata-module_headline="which vision product is right for you"><i>Detect explicit content</i></a><i> (adult, violent, etc.) within images.</i> </p> </span> </h3> </div> <div class="cws-grid__col--span-4 comparison-module__row-item"> <ul class="comparison-module__checkmarks"> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item"> <ul class="comparison-module__checkmarks"> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item comparison-module__row-alternate"> <h3 class="cws-headline--headline-6" id="celebrity-recognition-identify-celebrity-faces-in-images-limited-access,-see-documentation." data-text=" Celebrity recognition Identify celebrity faces in images (limited access, see documentation.) "> <span class="cws-body richtext"> <p>Celebrity recognition</p> <p> <i>Identify celebrity faces in images (limited access, </i><a href="/web/20210812154355/https://cloud.google.com/vision/docs/celebrity-recognition" class="cws-link" track-name="see documentation" track-type="inline link" track-metadata-eventdetail="cloud.google.com/vision/docs/celebrity-recognition/" track-metadata-module="comparison" track-metadata-module_headline="which vision product is right for you"><i>see documentation</i></a><i>.)</i> </p> </span> </h3> </div> <div class="cws-grid__col--span-4 comparison-module__row-item comparison-module__row-alternate comparison-module__last-cell"> <ul class="comparison-module__checkmarks"> </ul> </div> <div class="cws-grid__col--span-4 comparison-module__row-item comparison-module__row-alternate comparison-module__last-cell"> <ul class="comparison-module__checkmarks"> <li class="comparison-module__checkmark comparison-module__checkmark--center"> <span 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track-type="collapse" track-metadata-eventdetail="AutoML Vision"> <h4 class="cloud-collapse__text cws-headline--headline-5" id="automl-vision_2" data-text=" AutoML Vision"> AutoML Vision</h4> </div> <div class="cloud-collapse__panel cws-grid"> <div class="cws-grid__col--span-12"> <div class="comparison-module__header-item-mobile cws-spacer-1--bottom"> <div class="cws-spacer-4--bottom"> </div> <div class="cws-button__set"> </div> </div> <div class="comparison-module__items-block-wrapper"> <div class="comparison-module__items-block cws-spacer-3--bottom cws-spacer-3--top"> <div class="cws-label cws-spacer-2--top cws-spacer-2--bottom richtext"> <p>Use APIs</p> <p>Use REST and RPC APIs.</p> </div> <ul class="comparison-module__checkmarks-mobile cws-spacer-3--bottom cws-spacer-2--top"> </ul> </div> <div class="comparison-module__items-block cws-spacer-3--bottom cws-spacer-3--top"> <div class="cws-label cws-spacer-2--top cws-spacer-2--bottom richtext"> <p>Use a graphical UI</p> <p>Use a graphical user interface.</p> </div> <ul class="comparison-module__checkmarks-mobile cws-spacer-3--bottom cws-spacer-2--top"> </ul> </div> <div class="comparison-module__items-block cws-spacer-3--bottom cws-spacer-3--top"> <div class="cws-label cws-spacer-2--top cws-spacer-2--bottom richtext"> <p>Classify images using custom labels</p> <p> <i>Train models to classify images via labels you choose.</i> </p> </div> <ul class="comparison-module__checkmarks-mobile cws-spacer-3--bottom cws-spacer-2--top"> </ul> </div> <div class="comparison-module__items-block cws-spacer-3--bottom cws-spacer-3--top"> <div class="cws-label cws-spacer-2--top cws-spacer-2--bottom richtext"> <p>Use Google’s data labeling service</p> <p> <i>Our team can help annotate your images, videos, and text.</i> </p> </div> <ul class="comparison-module__checkmarks-mobile cws-spacer-3--bottom cws-spacer-2--top"> </ul> </div> <div class="comparison-module__items-block cws-spacer-3--bottom cws-spacer-3--top"> <div class="cws-label cws-spacer-2--top cws-spacer-2--bottom richtext"> <p>Deploy machine learning models at the edge</p> <p> <i>Deploy low-latency, high-accuracy models optimized for edge devices.</i> </p> </div> <ul class="comparison-module__checkmarks-mobile cws-spacer-3--bottom cws-spacer-2--top"> </ul> </div> <div class="comparison-module__items-block cws-spacer-3--bottom cws-spacer-3--top"> <div class="cws-label cws-spacer-2--top cws-spacer-2--bottom richtext"> <p>Detect objects</p> <p> <i>Detect objects, where they are, and how many.</i> </p> </div> <ul class="comparison-module__checkmarks-mobile cws-spacer-3--bottom cws-spacer-2--top"> </ul> </div> </div> </div> </div> </section> <section class="expandable expanded" id="1" style=""> <div class="expand-control cloud-collapse__label" track-name="1" track-type="collapse" track-metadata-eventdetail="Vision API"> <h4 class="cloud-collapse__text cws-headline--headline-5" id="vision-api_2" data-text=" Vision API"> Vision API</h4> </div> <div class="cloud-collapse__panel cws-grid"> <div class="cws-grid__col--span-12"> <div class="comparison-module__header-item-mobile cws-spacer-1--bottom"> <div class="cws-spacer-4--bottom"> </div> <div class="cws-button__set"> </div> </div> <div class="comparison-module__items-block-wrapper"> <div class="comparison-module__items-block cws-spacer-3--bottom cws-spacer-3--top"> <div class="cws-label cws-spacer-2--top cws-spacer-2--bottom richtext"> <p>Use APIs</p> <p>Use REST and RPC APIs.</p> </div> <ul class="comparison-module__checkmarks-mobile cws-spacer-3--bottom cws-spacer-2--top"> </ul> </div> <div class="comparison-module__items-block cws-spacer-3--bottom cws-spacer-3--top"> <div class="cws-label cws-spacer-2--top cws-spacer-2--bottom richtext"> <p>Classify images using predefined labels </p> <p><em>Pre-trained models leverage vast libraries of predefined labels.</em></p> </div> <ul class="comparison-module__checkmarks-mobile cws-spacer-3--bottom cws-spacer-2--top"> </ul> </div> <div class="comparison-module__items-block cws-spacer-3--bottom cws-spacer-3--top"> <div class="cws-label cws-spacer-2--top cws-spacer-2--bottom richtext"> <p>Use Google’s data labeling service</p> <p> <i>Our team can help annotate your images, videos, and text.</i> </p> </div> <ul class="comparison-module__checkmarks-mobile cws-spacer-3--bottom cws-spacer-2--top"> </ul> </div> <div class="comparison-module__items-block cws-spacer-3--bottom cws-spacer-3--top"> <div class="cws-label cws-spacer-2--top cws-spacer-2--bottom richtext"> <p>Deploy machine learning models at the edge</p> <p> <i>Deploy low-latency, high-accuracy models optimized for edge devices.</i> </p> </div> <ul class="comparison-module__checkmarks-mobile cws-spacer-3--bottom cws-spacer-2--top"> <li class="comparison-module__checkmark"> <span class="comparison-module__cell-text cws-caption richtext"> <p>Integrate with <a href="https://web.archive.org/web/20210812154355/https://firebase.google.com/docs/ml-kit/" class="cws-link" target="_blank" rel="noopener" track-name="ml kit" track-type="inline link" track-metadata-eventdetail="firebase.google.com/docs/ml-kit/" track-metadata-module="comparison" track-metadata-module_headline="which vision product is right for you">ML Kit</a> </p> </span> </li> </ul> </div> <div class="comparison-module__items-block cws-spacer-3--bottom cws-spacer-3--top"> <div class="cws-label cws-spacer-2--top cws-spacer-2--bottom richtext"> <p>Detect objects</p> <p> <i>Detect objects, where they are, and how many.</i> </p> </div> <ul class="comparison-module__checkmarks-mobile cws-spacer-3--bottom cws-spacer-2--top"> </ul> </div> <div class="comparison-module__items-block cws-spacer-3--bottom cws-spacer-3--top"> <div class="cws-label cws-spacer-2--top cws-spacer-2--bottom richtext"> <p>Enable vision product search</p> <p> <i>Compare photos to images in your product catalog and return a ranked list of similar items.</i> </p> </div> <ul class="comparison-module__checkmarks-mobile cws-spacer-3--bottom cws-spacer-2--top"> </ul> </div> <div class="comparison-module__items-block cws-spacer-3--bottom cws-spacer-3--top"> <div class="cws-label cws-spacer-2--top cws-spacer-2--bottom richtext"> <p>Detect printed and handwritten text</p> <p> <i>Use </i><a href="/web/20210812154355/https://cloud.google.com/vision/docs/ocr" class="cws-link" track-name="ocr" track-type="inline link" track-metadata-eventdetail="cloud.google.com/vision/docs/ocr/" track-metadata-module="comparison" track-metadata-module_headline="which vision product is right for you"><i>OCR</i></a><i> and automatically identify language.</i> </p> </div> <ul class="comparison-module__checkmarks-mobile cws-spacer-3--bottom cws-spacer-2--top"> </ul> </div> <div class="comparison-module__items-block cws-spacer-3--bottom cws-spacer-3--top"> <div class="cws-label cws-spacer-2--top cws-spacer-2--bottom richtext"> <p>Detect faces</p> <p> <a href="/web/20210812154355/https://cloud.google.com/vision/docs/detecting-faces" class="cws-link" track-name="detect faces" track-type="inline link" track-metadata-eventdetail="cloud.google.com/vision/docs/detecting-faces/" track-metadata-module="comparison" track-metadata-module_headline="which vision product is right for you"><i>Detect faces</i></a><i> and facial attributes. (Face recognition not supported.)</i> </p> </div> <ul class="comparison-module__checkmarks-mobile cws-spacer-3--bottom cws-spacer-2--top"> </ul> </div> <div class="comparison-module__items-block cws-spacer-3--bottom cws-spacer-3--top"> <div class="cws-label cws-spacer-2--top cws-spacer-2--bottom richtext"> <p>Identify popular places and product logos </p> <p> <i>Automatically identify well-known </i><a href="/web/20210812154355/https://cloud.google.com/vision/docs/detecting-landmarks" class="cws-link" track-name="landmarks" track-type="inline link" track-metadata-eventdetail="cloud.google.com/vision/docs/detecting-landmarks/" track-metadata-module="comparison" track-metadata-module_headline="which vision product is right for you"><i>landmarks</i></a><i> and product </i><a href="/web/20210812154355/https://cloud.google.com/vision/docs/detecting-logos" class="cws-link" track-name="logos" track-type="inline link" track-metadata-eventdetail="cloud.google.com/vision/docs/detecting-logos/" track-metadata-module="comparison" track-metadata-module_headline="which vision product is right for you"><i>logos</i></a><i>.</i> </p> </div> <ul class="comparison-module__checkmarks-mobile cws-spacer-3--bottom cws-spacer-2--top"> </ul> </div> <div class="comparison-module__items-block cws-spacer-3--bottom cws-spacer-3--top"> <div class="cws-label cws-spacer-2--top cws-spacer-2--bottom richtext"> <p>Assign general image attributes</p> <p> <i>Detect </i><a href="/web/20210812154355/https://cloud.google.com/vision/docs/detecting-properties" class="cws-link" track-name="general attributes" track-type="inline link" track-metadata-eventdetail="cloud.google.com/vision/docs/detecting-properties/" track-metadata-module="comparison" track-metadata-module_headline="which vision product is right for you"><i>general attributes</i></a><i> and appropriate </i><a href="/web/20210812154355/https://cloud.google.com/vision/docs/detecting-crop-hints" class="cws-link" track-name="crop hints" track-type="inline link" track-metadata-eventdetail="cloud.google.com/vision/docs/detecting-crop-hints/" track-metadata-module="comparison" track-metadata-module_headline="which vision product is right for you"><i>crop hints</i></a><i>.</i> </p> </div> <ul class="comparison-module__checkmarks-mobile cws-spacer-3--bottom cws-spacer-2--top"> </ul> </div> <div class="comparison-module__items-block cws-spacer-3--bottom cws-spacer-3--top"> <div class="cws-label cws-spacer-2--top cws-spacer-2--bottom richtext"> <p>Detect web entities and pages</p> <p> <i>Find news events, logos, and </i><a href="/web/20210812154355/https://cloud.google.com/vision/docs/detecting-web" class="cws-link" track-name="similar images on the web" track-type="inline link" track-metadata-eventdetail="cloud.google.com/vision/docs/detecting-web/" track-metadata-module="comparison" track-metadata-module_headline="which vision product is right for you"><i>similar images on the web</i></a><i>.</i> </p> </div> <ul class="comparison-module__checkmarks-mobile cws-spacer-3--bottom cws-spacer-2--top"> </ul> </div> <div class="comparison-module__items-block cws-spacer-3--bottom cws-spacer-3--top"> <div class="cws-label cws-spacer-2--top cws-spacer-2--bottom richtext"> <p>Celebrity recognition</p> <p> <i>Identify celebrity faces in images (limited access, </i><a href="/web/20210812154355/https://cloud.google.com/vision/docs/celebrity-recognition" class="cws-link" track-name="see documentation" track-type="inline link" track-metadata-eventdetail="cloud.google.com/vision/docs/celebrity-recognition/" track-metadata-module="comparison" track-metadata-module_headline="which vision product is right for you"><i>see documentation</i></a><i>.)</i> </p> </div> <ul class="comparison-module__checkmarks-mobile cws-spacer-3--bottom cws-spacer-2--top"> </ul> </div> </div> </div> </div> </section> </div> </div> </div> </div> </div> </div> </div> </div> </section> <section class="module-section" id="all-features">  </section> <section class="module-section"> <div class="cloud-jump-section" data-cloud-main-text="Pricing" data-cloud-is-subtitle-linked="true"> <p class="cws-label" style="margin-bottom: 16px;">Pricing</p> <style> .pricing-module__table-header span { color: #202124; } .pricing-module__table-cell { line-height: 30px; } .pricing-module__headline { margin-bottom: 36px; } .pricing-module__pricing-table, .pricing-module__pricing-cta { margin-top: 24px; } </style> <div class="pricing-module" track-metadata-module="pricing" track-metadata-module_headline="pricing"> <div> <div class="pricing-module__headline"> <h3 class="cws-headline--headline-4" id="pricing" data-text=" Pricing "> Pricing </h3> </div> <p class="cws-spacer-0--bottom"> <span class="cws-body--large richtext"> <p>Whatever your Vision AI needs, we have pricing that works with you. This includes pay-per-use Cloud Vision API, scaling monthly charges for Vision API Product Search, and flat rates per node hour with free trials for AutoML Vision and AutoML Vision Edge. Follow these links to learn more about pricing and trials for our Vision AI products.</p> </span> </p> </div> <div class="pricing-module__pricing-table"> <div class="cloud-table-wrapper devsite-table-wrapper"> <table class="cloud-table"> <thead> <tr> <th> <span class="cws-headline--headline-6 pricing-module__table-header"><span class="cws-body richtext">Vision AI products</span></span> </th> <th> <span class="cws-headline--headline-6 pricing-module__table-header"><span class="cws-body richtext">Pricing guide</span></span> </th> </tr> </thead> <tbody> <tr> <td class="pricing-module__table-cell"> <span class="cws-body richtext">Vision API</span> </td> <td class="pricing-module__table-cell"><span class="cws-body richtext"><a href="/web/20210812154355/https://cloud.google.com/vision/pricing" class="cws-link" track-name="pricing" track-type="inline link" track-metadata-eventdetail="cloud.google.com/vision/pricing/" track-metadata-module="pricing" track-metadata-module_headline="pricing">Pricing</a></span> </td> </tr> <tr> <td class="pricing-module__table-cell"> <span class="cws-body richtext">Vision Product Search</span> </td> <td class="pricing-module__table-cell"><span class="cws-body richtext"><a href="/web/20210812154355/https://cloud.google.com/vision/product-search/pricing" class="cws-link" track-name="pricing" track-type="inline link" track-metadata-eventdetail="cloud.google.com/vision/product-search/pricing/" track-metadata-module="pricing" track-metadata-module_headline="pricing">Pricing</a></span> </td> </tr> <tr> <td class="pricing-module__table-cell"> <span class="cws-body richtext">AutoML Vision</span> </td> <td class="pricing-module__table-cell"><span class="cws-body richtext"><a href="/web/20210812154355/https://cloud.google.com/vision/automl/pricing" class="cws-link" track-name="pricing" track-type="inline link" track-metadata-eventdetail="cloud.google.com/vision/automl/pricing/" track-metadata-module="pricing" track-metadata-module_headline="pricing">Pricing</a></span> </td> </tr> <tr> <td class="pricing-module__table-cell"> <span class="cws-body richtext">AutoML Vision Edge</span> </td> <td class="pricing-module__table-cell"><span class="cws-body richtext"><a href="/web/20210812154355/https://cloud.google.com/vision/automl/pricing#automl-vision-edge" class="cws-link" track-name="pricing" track-type="inline link" track-metadata-eventdetail="cloud.google.com/vision/automl/pricing" track-metadata-module="pricing" track-metadata-module_headline="pricing">Pricing</a></span> </td> </tr> </tbody> </table> </div> </div> <div class="pricing-module__pricing-cta"> </div> </div> </div> </section> <section class="module-section">  </section> <section class="module-section">  </section> </div> <section class="cloud-content-footer"> <div class="cloud-jump-section" data-cloud-main-text="Take the next step" data-cloud-is-subtitle-linked="true"> <style> .ankle-module__headline { margin-bottom: 28px; } 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class="ankle-module__link-list"> <li class="ankle-module__link-list-item"> <div class="cws-headline--headline-6 ankle-module__link-list-item-label"> Need help getting started? </div> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/contact/" track-name="contact sales" track-type="ankle link" track-metadata-eventdetail="cloud.google.com/contact/" track-metadata-module="take the next step" track-metadata-child_index="1" track-metadata-child_total="3" class="cws-link-independent cws-link-independent"> Contact sales </a> </li> <li class="ankle-module__link-list-item"> <div class="cws-headline--headline-6 ankle-module__link-list-item-label"> Work with a trusted partner </div> <a href="https://web.archive.org/web/20210812154355/https://cloud.withgoogle.com/partners/" target="_blank" rel="noopener" track-name="find a partner" track-type="ankle link" track-metadata-eventdetail="cloud.withgoogle.com/partners/" track-metadata-module="take the next step" track-metadata-child_index="2" track-metadata-child_total="3" class="cws-link-independent cws-link-independent"> Find a partner </a> </li> <li class="ankle-module__link-list-item"> <div class="cws-headline--headline-6 ankle-module__link-list-item-label"> Continue browsing </div> <a href="https://web.archive.org/web/20210812154355/https://cloud.google.com/products/" track-name="see all products" track-type="ankle link" track-metadata-eventdetail="cloud.google.com/products/" track-metadata-module="take the next step" track-metadata-child_index="3" track-metadata-child_total="3" class="cws-link-independent cws-link-independent"> See all products </a> </li> </ul> </div> </div> </div> </div> </div> </section> </article>  <devsite-hats-survey class="nocontent" hats-id="mwETRvWii0eU5NUYprb0Y9z5GVbc" listnr-id="83405"></devsite-hats-survey> </div> </article> </devsite-content> </main> <devsite-footer-promos class="devsite-footer"> </devsite-footer-promos> <devsite-footer-linkboxes 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