Vision AI | Derive Image Insights via ML | Cloud Vision API
文章推薦指數: 80 %
Document classification WhyGoogle close DiscoverwhyleadingbusinesseschooseGoogleCloud Whetheryourbusinessisearlyinitsjourneyorwellonitswaytodigitaltransformation,GoogleCloudcanhelpyousolveyourtoughestchallenges. Learnmore Keybenefits Overview Topreasonsbusinesseschooseus. Multicloud Runyourappswhereveryouneedthem. Trustandsecurity Keepyourdatasecureandcompliant. Globalinfrastructure BuildonthesameinfrastructureasGoogle. Datacloud Unifydataacrossyourorganization. Opencloud Scalewithopen,flexibletechnology. Sustainability Runonthecleanestcloudintheindustry. Productivityandcollaboration ConnectyourteamswithAI-poweredapps. Resources Events BrowseupcomingGoogleCloudevents. Blog Readourlatestproductnewsandstories. Customerstories Explorecasestudiesandvideos. Analystreports Readwhatindustryanalystssayaboutus. Solutions close IndustrySolutions Reducecost,increaseoperationalagility,andcapturenewmarketopportunities. Retail Analyticsandcollaborationtoolsfortheretailvaluechain. ConsumerPackagedGoods SolutionsforCPGdigitaltransformationandbrandgrowth. FinancialServices Computing,datamanagement,andanalyticstoolsforfinancialservices. HealthcareandLifeSciences Advanceresearchatscaleandempowerhealthcareinnovation. MediaandEntertainment Solutionsforcontentproductionanddistributionoperations. Telecommunications Hybridandmulti-cloudservicestodeployandmonetize5G. Gaming AI-drivensolutionstobuildandscalegamesfaster. Manufacturing MigrationandAItoolstooptimizethemanufacturingvaluechain. SupplyChainandLogistics Digitalsupplychainsolutionsbuiltinthecloud. Government Datastorage,AI,andanalyticssolutionsforgovernmentagencies. Education Teachingtoolstoprovidemoreengaginglearningexperiences. Notseeingwhatyou'relookingfor? Seeallindustrysolutions Notseeingwhatyou'relookingfor? Seeallsolutions ApplicationModernization Developandrunapplicationsanywhere,usingcloud-nativetechnologieslikecontainers,serverless,andservicemesh. HybridandMulti-cloudApplicationPlatform Platformformodernizinglegacyappsandbuildingnewapps. APIManagement AccelerateapplicationdesignanddevelopmentwithanAPI-firstapproach. ServerlessSolutions Fullymanagedenvironmentfordeveloping,deployingandscalingapps. DevOps ProcessesandresourcesforimplementingDevOpsinyourorg. ContinuousDelivery(CD) End-to-endautomationfromsourcetoproduction. ContinuousIntegration(CI) Fastfeedbackoncodechangesatscale. MainframeModernization Automatedtoolsandprescriptiveguidanceformovingtothecloud. CAMP ProgramthatusesDORAtoimproveyoursoftwaredeliverycapabilities. Hosting Servicesandinfrastructureforbuildingwebappsandwebsites. SiteReliabilityEngineering(SRE) ToolsandresourcesforadoptingSREinyourorg. ArtificialIntelligence AddintelligenceandefficiencytoyourbusinesswithAIandmachinelearning. ContactCenterAI AImodelforspeakingwithcustomersandassistinghumanagents. DocumentAI Documentprocessinganddatacaptureautomatedatscale. Intelligentproducts End-to-endsolutionforcreatingproductswithpersonalizedownershipexperiences. ProductDiscovery Google-qualitysearchandproductrecommendationsforretailers. APIsandApplications Speedupthepaceofinnovationwithoutcoding,usingAPIs,apps,andautomation. NewBusinessChannelsUsingAPIs Attractandempoweranecosystemofdevelopersandpartners. UnlockingLegacyApplicationsUsingAPIs Cloudservicesforextendingandmodernizinglegacyapps. OpenBankingAPIx SimplifyandacceleratesecuredeliveryofopenbankingcompliantAPIs. Databases Migrateandmanageenterprisedatawithsecurity,reliability,highavailability,andfullymanageddataservices. DatabaseMigration Guidesandtoolstosimplifyyourdatabasemigrationlifecycle. DatabaseModernization Upgradestomodernizeyouroperationaldatabaseinfrastructure. GoogleCloudDatabases Databaseservicestomigrate,manage,andmodernizedata. MigrateOracleworkloadstoGoogleCloud Rehost,replatform,rewriteyourOracleworkloads. OpenSourceDatabases Fullymanagedopensourcedatabaseswithenterprise-gradesupport. SQLServeronGoogleCloud OptionsforrunningSQLServervirtualmachinesonGoogleCloud. DataCloud Unifydataacrossyourorganizationwithanopenandsimplifiedapproachtodata-driventransformationthatisunmatchedforspeed,scale,andsecuritywithAIbuilt-in. DatabasesSolutions Migrateandmanageenterprisedatawithsecurity,reliability,highavailability,andfullymanageddataservices. SmartAnalyticsSolutions Generateinstantinsightsfromdataatanyscalewithaserverless,fullymanagedanalyticsplatformthatsignificantlysimplifiesanalytics. AISolutions AddintelligenceandefficiencytoyourbusinesswithAIandmachinelearning. DataCloudforISVs Innovate,optimizeandamplifyyourSaaSapplicationsusingGoogle'sdataandmachinelearningsolutionssuchasBigQuery,Looker,SpannerandVertexAI. DataCloudAlliance Aninitiativetoensurethatglobalbusinesseshavemoreseamlessaccessandinsightsintothedatarequiredfordigitaltransformation. DigitalTransformation Acceleratebusinessrecoveryandensureabetterfuturewithsolutionsthatenablehybridandmulti-cloud,generateintelligentinsights,andkeepyourworkersconnected. DigitalInnovation Reimagineyouroperationsandunlocknewopportunities. OperationalEfficiency Prioritizeinvestmentsandoptimizecosts. COVID-19Solutions Getworkdonemoresafelyandsecurely. COVID-19SolutionsfortheHealthcareIndustry HowGoogleishelpinghealthcaremeetextraordinarychallenges. InfrastructureModernization MigratequicklywithsolutionsforSAP,VMware,Windows,Oracle,andotherworkloads. ApplicationMigration Discoveryandanalysistoolsformovingtothecloud. SAPonGoogleCloud CertificationsforrunningSAPapplicationsandSAPHANA. HighPerformanceComputing Compute,storage,andnetworkingoptionstosupportanyworkload. WindowsonGoogleCloud ToolsandpartnersforrunningWindowsworkloads. DataCenterMigration MigrationsolutionsforVMs,apps,databases,andmore. ActiveAssist Automaticcloudresourceoptimizationandincreasedsecurity. VirtualDesktops Remoteworksolutionsfordesktopsandapplications(VDI&DaaS). RapidAssessment&MigrationProgram(RAMP) End-to-endmigrationprogramtosimplifyyourpathtothecloud. BackupandDisasterRecovery Ensureyourbusinesscontinuityneedsaremet. ProductivityandCollaboration Changethewayteamsworkwithsolutionsdesignedforhumansandbuiltforimpact. GoogleWorkspace Collaborationandproductivitytoolsforenterprises. GoogleWorkspaceEssentials Securevideomeetingsandmoderncollaborationforteams. CloudIdentity UnifiedplatformforITadminstomanageuserdevicesandapps. ChromeEnterprise ChromeOS,ChromeBrowser,andChromedevicesbuiltforbusiness. CloudSearch Enterprisesearchforemployeestoquicklyfindcompanyinformation. Security Detect,investigate,andrespondtoonlinethreatstohelpprotectyourbusiness. SecurityAnalyticsandOperations Solutionforanalyzingpetabytesofsecuritytelemetry. WebAppandAPIProtection ThreatandfraudprotectionforyourwebapplicationsandAPIs. SecurityandResilienceFramework Solutionsforeachphaseofthesecurityandresiliencelifecycle. Riskandcomplianceascode(RCaC) Solutiontomodernizeyourgovernance,risk,andcompliancefunctionwithautomation. SoftwareSupplyChainSecurity Solutionforimprovingend-to-endsoftwaresupplychainsecurity. SmartAnalytics Generateinstantinsightsfromdataatanyscalewithaserverless,fullymanagedanalyticsplatformthatsignificantlysimplifiesanalytics. DataWarehouseModernization Datawarehousetojumpstartyourmigrationandunlockinsights. DataLakeModernization Servicesforbuildingandmodernizingyourdatalake. SparkonGoogleCloud RunandwriteSparkwhereyouneedit,serverlessandintegrated. StreamAnalytics Insightsfromingesting,processing,andanalyzingeventstreams. BusinessIntelligence SolutionsformodernizingyourBIstackandcreatingrichdataexperiences. DataScience PutyourdatatoworkwithDataScienceonGoogleCloud. MarketingAnalytics Solutionsforcollecting,analyzing,andactivatingcustomerdata. GeospatialAnalyticsandAI Solutionsforbuildingamoreprosperousandsustainablebusiness. Datasets DatafromGoogle,public,andcommercialproviderstoenrichyouranalyticsandAIinitiatives. StartupsandSMB AcceleratestartupandSMBgrowthwithtailoredsolutionsandprograms. StartupSolutions GrowyourstartupandsolveyourtoughestchallengesusingGoogle’sproventechnology. StartupProgram Getfinancial,business,andtechnicalsupporttotakeyourstartuptothenextlevel. SmallandMediumBusiness Exploresolutionsforwebhosting,appdevelopment,AI,andanalytics. SoftwareasaService BuildbetterSaaSproducts,scaleefficiently,andgrowyourbusiness. Products close FeaturedProducts ComputeEngine VirtualmachinesrunninginGoogle’sdatacenter. CloudStorage Objectstoragethat’ssecure,durable,andscalable. CloudSDK Command-linetoolsandlibrariesforGoogleCloud. CloudSQL RelationaldatabaseserviceforMySQL,PostgreSQLandSQLServer. GoogleKubernetesEngine Managedenvironmentforrunningcontainerizedapps. BigQuery Datawarehouseforbusinessagilityandinsights. CloudCDN Contentdeliverynetworkfordeliveringwebandvideo. Dataflow Streaminganalyticsforstreamandbatchprocessing. Operations Monitoring,logging,andapplicationperformancesuite. CloudRun Fullymanagedenvironmentforrunningcontainerizedapps. Anthos Platformformodernizingexistingappsandbuildingnewones. Notseeingwhatyou'relookingfor? Seeallproducts(100+) AIandMachineLearning VertexAI Unifiedplatformfortraining,running,andmanagingMLmodels. VertexAIWorkbench SingleinterfacefortheentireDataScienceworkflow. AIInfrastructure OptionsfortrainingdeeplearningandMLmodelscost-effectively. AutoML Custommachinelearningmodeldevelopment,withminimaleffort. NaturalLanguageAI Sentimentanalysisandclassificationofunstructuredtext. Speech-to-Text Speechrecognitionandtranscriptionacross125languages. Text-to-Speech Speechsynthesisin220+voicesand40+languages. TranslationAI Languagedetection,translation,andglossarysupport. VideoAI Videoclassificationandrecognitionusingmachinelearning. VisionAI Customandpre-trainedmodelstodetectemotion,text,andmore. Dialogflow LifelikeconversationalAIwithstate-of-the-artvirtualagents. Notseeingwhatyou'relookingfor? SeeallAIandmachinelearningproducts APIManagement ApigeeAPIManagement ManagethefulllifecycleofAPIsanywherewithvisibilityandcontrol. ApigeeIntegration API-firstintegrationtoconnectexistingdataandapplications. CloudHealthcareAPI SolutiontobridgeexistingcaresystemsandappsonGoogleCloud. AppSheet No-codedevelopmentplatformtobuildandextendapplications. APIGateway Develop,deploy,secure,andmanageAPIswithafullymanagedgateway. Compute ComputeEngine VirtualmachinesrunninginGoogle’sdatacenter. AppEngine Serverlessapplicationplatformforappsandbackends. CloudGPUs GPUsforML,scientificcomputing,and3Dvisualization. MigrateforComputeEngine ServerandvirtualmachinemigrationtoComputeEngine. SpotVMs Computeinstancesforbatchjobsandfault-tolerantworkloads. ShieldedVMs ReinforcedvirtualmachinesonGoogleCloud. Sole-TenantNodes Dedicatedhardwareforcompliance,licensing,andmanagement. BareMetal InfrastructuretorunspecializedworkloadsonGoogleCloud. Recommender UsagerecommendationsforGoogleCloudproductsandservices. VMwareEngine Fullymanaged,nativeVMwareCloudFoundationsoftwarestack. CloudRun Fullymanagedenvironmentforrunningcontainerizedapps. Notseeingwhatyou'relookingfor? Seeallcomputeproducts Containers GoogleKubernetesEngine Managedenvironmentforrunningcontainerizedapps. ContainerRegistry Registryforstoring,managing,andsecuringDockerimages. ContainerSecurity Containerenvironmentsecurityforeachstageofthelifecycle. CloudBuild SolutionforrunningbuildstepsinaDockercontainer. DeepLearningContainers Containerswithdatascienceframeworks,libraries,andtools. KubernetesApplications Containerizedappswithprebuiltdeploymentandunifiedbilling. ArtifactRegistry Packagemanagerforbuildartifactsanddependencies. Knative ComponentstocreateKubernetes-nativecloud-basedsoftware. CloudRun Fullymanagedenvironmentforrunningcontainerizedapps. CloudCode IDEsupporttowrite,run,anddebugKubernetesapplications. DataAnalytics BigQuery Datawarehouseforbusinessagilityandinsights. Looker PlatformforBI,dataapplications,andembeddedanalytics. Dataflow Streaminganalyticsforstreamandbatchprocessing. Pub/Sub Messagingserviceforeventingestionanddelivery. Dataproc ServiceforrunningApacheSparkandApacheHadoopclusters. CloudDataFusion Dataintegrationforbuildingandmanagingdatapipelines. CloudComposer WorkfloworchestrationservicebuiltonApacheAirflow. Dataprep Servicetopreparedataforanalysisandmachinelearning. Dataplex Intelligentdatafabricforunifyingdatamanagementacrosssilos. DataCatalog Metadataservicefordiscovering,understanding,andmanagingdata. AnalyticsHub Serviceforsecurelyandefficientlyexchangingdataanalyticsassets. Notseeingwhatyou'relookingfor? Seealldataanalyticsproducts Databases AlloyDBforPostgreSQL Fullymanaged,PostgreSQL-compatibledatabasefordemandingenterpriseworkloads. CloudBigtable Cloud-nativewide-columndatabaseforlargescale,low-latencyworkloads. Firestore Cloud-nativedocumentdatabaseforbuildingrichmobile,web,andIoTapps. Memorystore In-memorydatabaseformanagedRedisandMemcached. CloudSpanner Cloud-nativerelationaldatabasewithunlimitedscaleand99.999%availability. CloudSQL FullymanageddatabaseforMySQL,PostgreSQL,andSQLServer. DatabaseMigrationService Serverless,minimaldowntimemigrationstoCloudSQL. BareMetalSolutionforOracle InfrastructuretorunspecializedOracleworkloadsonGoogleCloud. FirebaseRealtimeDatabase NoSQLdatabaseforstoringandsyncingdatainrealtime. Datastream Serverlesschangedatacaptureandreplicationservice. DeveloperTools ArtifactRegistry Universalpackagemanagerforbuildartifactsanddependencies. CloudBuild Continuousintegrationandcontinuousdeliveryplatform. CloudCode IDEsupporttowrite,run,anddebugKubernetesapplications. CloudDeploymentManager ServiceforcreatingandmanagingGoogleCloudresources. gcloudCLI CommandlinetoolsandlibrariesforGoogleCloud. CloudScheduler Cronjobschedulerfortaskautomationandmanagement. CloudSourceRepositories PrivateGitrepositorytostore,manage,andtrackcode. CloudTasks Taskmanagementserviceforasynchronoustaskexecution. GoogleCloudDeploy FullymanagedcontinuousdeliverytoGoogleKubernetesEngine. Tekton Kubernetes-nativeresourcesfordeclaringCI/CDpipelines. ToolsforPowerShell FullcloudcontrolfromWindowsPowerShell. Notseeingwhatyou'relookingfor? Seealldevelopertools HealthcareandLifeSciences ApigeeHealthcareAPIx FHIRAPI-baseddigitalserviceproduction. CloudHealthcareAPI SolutionforbridgingexistingcaresystemsandappsonGoogleCloud. CloudLifeSciences Toolsformanaging,processing,andtransformingbiomedicaldata. HealthcareNaturalLanguageAI Real-timeinsightsfromunstructuredmedicaltext. HybridandMulticloud Anthos Platformformodernizingexistingappsandbuildingnewones. Looker PlatformforBI,dataapplications,andembeddedanalytics. CloudRunforAnthos IntegrationthatprovidesaserverlessdevelopmentplatformonGKE. GoogleCloudMarketplaceforAnthos Containerizedappswithprebuiltdeploymentandunifiedbilling. MigrateforAnthos TooltomoveworkloadsandexistingapplicationstoGKE. Operations Monitoring,logging,andapplicationperformancesuite. CloudBuild ServiceforexecutingbuildsonGoogleCloudinfrastructure. TrafficDirector Trafficcontrolpaneandmanagementforopenservicemesh. ApigeeAPIManagement APImanagement,development,andsecurityplatform. GoogleDistributedCloud Fullymanagedsolutionsfortheedgeanddatacenters. InternetofThings CloudIoTCore IoTdevicemanagement,integration,andconnectionservice. EdgeTPU ASICdesignedtorunMLinferenceandAIattheedge. ManagementTools AnthosConfigManagement Automatepolicyandsecurityforyourdeployments. CarbonFootprint DashboardtoviewandexportGoogleCloudcarbonemissionsreports. CloudAPIs ProgrammaticinterfacesforGoogleCloudservices. Cloudconsole Web-basedinterfaceformanagingandmonitoringcloudapps. CloudMobileApp ApptomanageGoogleCloudservicesfromyourmobiledevice. CloudShell Interactiveshellenvironmentwithabuilt-incommandline. ConfigConnector Kubernetesadd-onformanagingGoogleCloudresources. CostManagement Toolsformonitoring,controlling,andoptimizingyourcosts. IntelligentManagement Toolsforeasilymanagingperformance,security,andcost. PrivateCatalog Servicecatalogforadminsmanaginginternalenterprisesolutions. TerraformonGoogleCloud OpensourcetooltoprovisionGoogleCloudresourceswithdeclarativeconfigurationfiles. MediaandGaming GameServers GameservermanagementservicerunningonGoogleKubernetesEngine. OpenCue Opensourcerendermanagerforvisualeffectsandanimation. TranscoderAPI Convertvideofilesandpackagethemforoptimizeddelivery. Migration ApplicationMigration Appmigrationtothecloudforlow-costrefreshcycles. BigQueryDataTransferService DataimportserviceforschedulingandmovingdataintoBigQuery. CloudFoundationToolkit ReferencetemplatesforDeploymentManagerandTerraform. DatabaseMigrationService Serverless,minimaldowntimemigrationstoCloudSQL. MigrateforAnthos ComponentsformigratingVMsintosystemcontainersonGKE. MigrateforComputeEngine ComponentsformigratingVMsandphysicalserverstoComputeEngine. RapidAssessment&MigrationProgram(RAMP) End-to-endmigrationprogramtosimplifyyourpathtothecloud. TransferAppliance StorageserverformovinglargevolumesofdatatoGoogleCloud. StorageTransferService Datatransfersfromonlineandon-premisessourcestoCloudStorage. VMwareEngine MigrateandrunyourVMwareworkloadsnativelyonGoogleCloud. Networking CloudArmor SecuritypoliciesanddefenseagainstwebandDDoSattacks. CloudCDN Contentdeliverynetworkforservingwebandvideocontent. CloudDNS Domainnamesystemforreliableandlow-latencynamelookups. CloudLoadBalancing Servicefordistributingtrafficacrossapplicationsandregions. CloudNAT NATserviceforgivingprivateinstancesinternetaccess. HybridConnectivity ConnectivityoptionsforVPN,peering,andenterpriseneeds. NetworkConnectivityCenter Connectivitymanagementtohelpsimplifyandscalenetworks. NetworkIntelligenceCenter Networkmonitoring,verification,andoptimizationplatform. NetworkServiceTiers Cloudnetworkoptionsbasedonperformance,availability,andcost. TrafficDirector Trafficcontrolpaneandmanagementforopenservicemesh. Notseeingwhatyou'relookingfor? Seeallnetworkingproducts Operations CloudLogging GoogleCloudaudit,platform,andapplicationlogsmanagement. CloudMonitoring Infrastructureandapplicationhealthwithrichmetrics. ErrorReporting Applicationerroridentificationandanalysis. KubernetesEngineMonitoring GKEappdevelopmentandtroubleshooting. CloudTrace Tracingsystemcollectinglatencydatafromapplications. CloudProfiler CPUandheapprofilerforanalyzingapplicationperformance. CloudDebugger Real-timeapplicationstateinspectionandin-productiondebugging. IntelligentOperations Toolsforeasilyoptimizingperformance,security,andcost. SecurityandIdentity CloudIAM PermissionsmanagementsystemforGoogleCloudresources. AssuredWorkloads Complianceandsecuritycontrolsforsensitiveworkloads. CloudKeyManagement ManageencryptionkeysonGoogleCloud. ConfidentialComputing EncryptdatainusewithConfidentialVMs. SecurityCommandCenter PlatformfordefendingagainstthreatstoyourGoogleCloudassets. CloudDataLossPrevention Sensitivedatainspection,classification,andredactionplatform. ManagedServiceforMicrosoftActiveDirectory HardenedservicerunningMicrosoft®ActiveDirectory(AD). AccessTransparency Cloudprovidervisibilitythroughnearreal-timelogs. TitanSecurityKey Two-factorauthenticationdeviceforuseraccountprotection. SecretManager StoreAPIkeys,passwords,certificates,andothersensitivedata. BeyondCorpEnterprise Zerotrustsolutionforsecureapplicationandresourceaccess. Notseeingwhatyou'relookingfor? Seeallsecurityandidentityproducts ServerlessComputing CloudRun Fullymanagedenvironmentforrunningcontainerizedapps. CloudFunctions Platformforcreatingfunctionsthatrespondtocloudevents. AppEngine Serverlessapplicationplatformforappsandbackends. Workflows WorkfloworchestrationforserverlessproductsandAPIservices. Storage AllStorageProducts Cloud-basedstorageservicesforyourbusiness. CloudStorage Objectstoragethat’ssecure,durable,andscalable. Filestore Filestoragethatishighlyscalableandsecure. PersistentDisk BlockstorageforvirtualmachineinstancesrunningonGoogleCloud. CloudStorageforFirebase Objectstorageforstoringandservinguser-generatedcontent. LocalSSD Blockstoragethatislocallyattachedforhigh-performanceneeds. StorageTransferService Datatransfersfromonlineandon-premisessourcestoCloudStorage. GoogleWorkspaceEssentials Securevideomeetingsandmoderncollaborationforteams. Pricing close Savemoneywithourtransparentapproachtopricing GoogleCloud'spay-as-you-gopricingoffersautomaticsavingsbasedonmonthlyusageanddiscountedratesforprepaidresources.Contactustodaytogetaquote. Requestaquote GoogleCloud Pricingoverview Payonlyforwhatyouusewithnolock-in. Pricelist Getpricingdetailsforindividualproducts. Pricingcalculator Calculateyourcloudsavings. GoogleCloudFreeProgram $300infreecreditsand20+freeproducts. RelatedProducts GoogleWorkspace GoogleMapsPlatform ChromeEnterprise Apigee Looker Firebase Gettingstarted close GetstartedwithGoogleCloud Startbuildingrightawayonoursecure,intelligentplatform.Newcustomersget$300infreecreditstousetowardGoogleCloudproductsandservices. Getstartedforfree Self-serviceResources Getstarted GetstartedwithGoogleCloud. DeveloperCenter StayintheknowandbecomeanInnovator. GoogleCloudcertification Prepareandregisterforcertifications. Experthelpandtraining Consulting Partnerwithourexpertsoncloudprojects. TechnicalAccountManagement GetongoingguidancefromGoogle. Training Enrollinon-demandorclassroomtraining. Partnersandthird-partytools GoogleCloudpartners Explorebenefitsofworkingwithapartner. Becomeapartner JointhePartnerAdvantageprogram. GoogleCloudMarketplace Deployready-to-gosolutionsinafewclicks. Docs Support Docs Support Language English Deutsch Español Español–AméricaLatina Français Italiano Português–Brasil 中文–简体 中文–繁體 日本語 한국어 Signin CloudVisionAPI ContactUs Getstartedforfree WhyGoogle More Solutions More Products More Pricing More Gettingstarted More Docs Support Console ContactUs Getstartedforfree DiscoverwhyleadingbusinesseschooseGoogleCloud Learnmore Keybenefits Overview Multicloud Trustandsecurity Globalinfrastructure Datacloud Opencloud Sustainability Productivityandcollaboration Resources Events Blog Customerstories Analystreports IndustrySolutions Retail ConsumerPackagedGoods FinancialServices HealthcareandLifeSciences MediaandEntertainment Telecommunications Gaming Manufacturing SupplyChainandLogistics Government Education Seeallindustrysolutions Seeallsolutions ApplicationModernization HybridandMulti-cloudApplicationPlatform APIManagement ServerlessSolutions DevOps ContinuousDelivery(CD) ContinuousIntegration(CI) MainframeModernization CAMP Hosting SiteReliabilityEngineering(SRE) ArtificialIntelligence ContactCenterAI DocumentAI Intelligentproducts ProductDiscovery APIsandApplications NewBusinessChannelsUsingAPIs UnlockingLegacyApplicationsUsingAPIs OpenBankingAPIx Databases DatabaseMigration DatabaseModernization GoogleCloudDatabases MigrateOracleworkloadstoGoogleCloud OpenSourceDatabases SQLServeronGoogleCloud DataCloud DatabasesSolutions SmartAnalyticsSolutions AISolutions DataCloudforISVs DataCloudAlliance DigitalTransformation DigitalInnovation OperationalEfficiency COVID-19Solutions COVID-19SolutionsfortheHealthcareIndustry InfrastructureModernization ApplicationMigration SAPonGoogleCloud HighPerformanceComputing WindowsonGoogleCloud DataCenterMigration ActiveAssist VirtualDesktops RapidAssessment&MigrationProgram(RAMP) BackupandDisasterRecovery ProductivityandCollaboration GoogleWorkspace GoogleWorkspaceEssentials CloudIdentity ChromeEnterprise CloudSearch Security SecurityAnalyticsandOperations WebAppandAPIProtection SecurityandResilienceFramework Riskandcomplianceascode(RCaC) SoftwareSupplyChainSecurity SmartAnalytics DataWarehouseModernization DataLakeModernization SparkonGoogleCloud StreamAnalytics BusinessIntelligence DataScience MarketingAnalytics GeospatialAnalyticsandAI Datasets StartupsandSMB StartupSolutions StartupProgram SmallandMediumBusiness SoftwareasaService FeaturedProducts ComputeEngine CloudStorage CloudSDK CloudSQL GoogleKubernetesEngine BigQuery CloudCDN Dataflow Operations CloudRun Anthos Seeallproducts(100+) AIandMachineLearning VertexAI VertexAIWorkbench AIInfrastructure AutoML NaturalLanguageAI Speech-to-Text Text-to-Speech TranslationAI VideoAI VisionAI Dialogflow SeeallAIandmachinelearningproducts APIManagement ApigeeAPIManagement ApigeeIntegration CloudHealthcareAPI AppSheet APIGateway Compute ComputeEngine AppEngine CloudGPUs MigrateforComputeEngine SpotVMs ShieldedVMs Sole-TenantNodes BareMetal Recommender VMwareEngine CloudRun Seeallcomputeproducts Containers GoogleKubernetesEngine ContainerRegistry ContainerSecurity CloudBuild DeepLearningContainers KubernetesApplications ArtifactRegistry Knative CloudRun CloudCode DataAnalytics BigQuery Looker Dataflow Pub/Sub Dataproc CloudDataFusion CloudComposer Dataprep Dataplex DataCatalog AnalyticsHub Seealldataanalyticsproducts Databases AlloyDBforPostgreSQL CloudBigtable Firestore Memorystore CloudSpanner CloudSQL DatabaseMigrationService BareMetalSolutionforOracle FirebaseRealtimeDatabase Datastream DeveloperTools ArtifactRegistry CloudBuild CloudCode CloudDeploymentManager gcloudCLI CloudScheduler CloudSourceRepositories CloudTasks GoogleCloudDeploy Tekton ToolsforPowerShell Seealldevelopertools HealthcareandLifeSciences ApigeeHealthcareAPIx CloudHealthcareAPI CloudLifeSciences HealthcareNaturalLanguageAI HybridandMulticloud Anthos Looker CloudRunforAnthos GoogleCloudMarketplaceforAnthos MigrateforAnthos Operations CloudBuild TrafficDirector ApigeeAPIManagement GoogleDistributedCloud InternetofThings CloudIoTCore EdgeTPU ManagementTools AnthosConfigManagement CarbonFootprint CloudAPIs Cloudconsole CloudMobileApp CloudShell ConfigConnector CostManagement IntelligentManagement PrivateCatalog TerraformonGoogleCloud MediaandGaming GameServers OpenCue TranscoderAPI Migration ApplicationMigration BigQueryDataTransferService CloudFoundationToolkit DatabaseMigrationService MigrateforAnthos MigrateforComputeEngine RapidAssessment&MigrationProgram(RAMP) TransferAppliance StorageTransferService VMwareEngine Networking CloudArmor CloudCDN CloudDNS CloudLoadBalancing CloudNAT HybridConnectivity NetworkConnectivityCenter NetworkIntelligenceCenter NetworkServiceTiers TrafficDirector Seeallnetworkingproducts Operations CloudLogging CloudMonitoring ErrorReporting KubernetesEngineMonitoring CloudTrace CloudProfiler CloudDebugger IntelligentOperations SecurityandIdentity CloudIAM AssuredWorkloads CloudKeyManagement ConfidentialComputing SecurityCommandCenter CloudDataLossPrevention ManagedServiceforMicrosoftActiveDirectory AccessTransparency TitanSecurityKey SecretManager BeyondCorpEnterprise Seeallsecurityandidentityproducts ServerlessComputing CloudRun CloudFunctions AppEngine Workflows Storage AllStorageProducts CloudStorage Filestore PersistentDisk CloudStorageforFirebase LocalSSD StorageTransferService GoogleWorkspaceEssentials Savemoneywithourtransparentapproachtopricing Requestaquote GoogleCloud Pricingoverview Pricelist Pricingcalculator GoogleCloudFreeProgram RelatedProducts GoogleWorkspace GoogleMapsPlatform ChromeEnterprise Apigee Looker Firebase GetstartedwithGoogleCloud Getstartedforfree Self-serviceResources Getstarted DeveloperCenter GoogleCloudcertification Experthelpandtraining Consulting TechnicalAccountManagement Training Partnersandthird-partytools GoogleCloudpartners Becomeapartner GoogleCloudMarketplace Home Products CloudVisionAPI The AppliedMLSummit isnowavailableondemand!Tuneintodaytogetinsightsfromthe world’sleadingMLengineersanddatascientists. Jumpto VisionAI VisionAI Deriveinsightsfromyourimagesinthecloudoratthe edgewithAutoMLVisionorusepre-trainedVisionAPI modelstodetectemotion,understandtext,andmore. TryVisionAIfree Contactsales Gotoconsole Contactsales Usemachinelearningtounderstandyourimageswith industry-leadingpredictionaccuracy Trainmachinelearningmodelsthatclassifyimagesby yourcustomlabelsusingAutoMLVision Detectobjectsandfaces,readhandwriting,andbuild valuableimagemetadatawithVisionAPI GartnernamesGoogleaLeaderinthe2022Gartner®MagicQuadrant™forCloudAIDeveloperServicesreport. Registertodownloadthereport Benefits Detectobjectsautomatically Detectandclassifymultipleobjectsincludingthe locationofeachobjectwithintheimage.Learnmore aboutobjectdetectionwith VisionAPI and AutoMLVision. Gainintelligenceattheedge UseAutoMLVisionEdgetobuildanddeployfast, high-accuracymodelstoclassifyimagesordetect objectsattheedge,andtriggerreal-timeactions basedonlocaldata. Learnmore. Reducepurchasefriction WithVisionAPI’s visionproductsearch, retailerscancreateanengagingmobileexperience thatenablescustomerstouploadaphotoofanitem andimmediatelyseealistofsimilaritemsfor purchase. Demo TrytheAPI Keyfeatures Twocomputervisionproductstohelpyouunderstandimages AutoMLVision Automatethetrainingofyourowncustommachine learningmodels.Simplyuploadimagesandtraincustom imagemodelswith AutoMLVision’s easy-to-usegraphicalinterface;optimizeyourmodels foraccuracy,latency,andsize;andexportthemto yourapplicationinthecloudortoanarrayof devicesattheedge. VisionAPI VisionAPIofferspowerfulpre-trainedmachine learningmodelsthroughRESTandRPCAPIs.Assign labelstoimagesandquicklyclassifytheminto millionsofpredefinedcategories.Detectobjectsand faces,readprintedandhandwrittentext,andbuild valuablemetadataintoyourimagecatalog. Customers VisionAPIandAutoMLVisioncustomers Blogpost LearnhowTheNewYorkTimesusesGoogleCloudandVisionAPItouncoverstoriesinmillionsofphotos. 5-minread Blogpost SeehowBoxbringsimagerecognitionandOCRtocloudcontentmanagementwithVisionAPI. 5-minread Video LearnhowChevronusesAutoMLVisiontofindinformationthatischallengingtogetwhenyouneedit. 05:26 Blogpost DiscoverhowTexasA&MUniversityresearchersuseAutoMLVisiontoassessandtrackenvironmentalchange. 5-minread Casestudy LearnhowZSLhelpsendangeredspeciesbyidentifyingthemwithvastcameratrapdatasetsusingAutoML. 5-minread Blogpost SeehowGlobalFoundriesusedAutoMLVisiontoeasilytrainAItoautomate40%ofmanualinspection. 5-minread keyboard_arrow_left keyboard_arrow_right Seeallcustomers What'snew DiscoverthelatestinVisionAIproducts Signup forGoogleCloudnewsletterstoreceiveproduct updates,eventinformation,specialoffers,andmore. Report ForresterNewWave™:ComputerVision(CV)Platforms,Q42019 Readreport Video AIAdventures:AutoMLVision,Part1 Watchvideo Video AIAdventures:AutoMLVision,Part2 Watchvideo Video AESusesAutoMLVisiontomakeassetinspectionsaferandmoreefficient Watchvideo Video LGCNSusesAutoMLVisionEdgetoaccuratelydetectdefectsinvariousproducts Watchvideo Video NordstromusesVisionProductSearchtohelpshoppersfindproductsinaphoto Watchvideo keyboard_arrow_left keyboard_arrow_right Documentation FindresourcesanddocumentationforVisionAI Tutorial AutoMLVisiondocumentation Trainmachinelearning modelstoclassifyyourimagesaccordingtoyourown definedlabels. Learnmore Tutorial VisionAPIdocumentation Integratevisiondetection featureswithinapplications,includingimage labeling,facedetection,opticalcharacter recognition,andtaggingofexplicitcontent. Learnmore Tutorial VisionProductSearchdocumentation DiscoverhowtouseVision APIProductSearchwithdocumentationincluding guides,references,resources,andvideos. Learnmore Tutorial CloudVisionAPIfromaKubernetescluster DiscoverhowtouseCloud VisionAPIwithaGoogleCloudSkillsBoostlabthat willteachyouhowtoclassifyimagesofcloudsinthe cloudwithAutoMLVision. Learnmore Tutorial MachinelearningAPIs Improveanddemonstrateyour knowledgeofmachinelearningAPIswithahands-on challengelabinthisGoogleCloudSkillsBoost Quest. Learnmore Tutorial APIsExplorer:QwikStart Getpracticalexperience withAPIsExplorer,includingcreatingaCloudStorage bucket,uploadinganimagetoCloudStorage,and makingarequesttotheVisionAPI. Learnmore Tutorial ExtractandtranslatetextfromimageswithCloudML APIs Exploremachinelearningby usingmultipleAPIstogether,includingVision, Translation,andNaturalLanguagetoextract, translate,andanalyzetextfromimages. Learnmore Tutorial Detectlabelsinanimage(Python) Learnhowto:enablethe VisionAPI,cloneasampleapp,setupauthentication, andusesampleapptorequesttheVisionAPIreturn labelsdescribingasampleimage. Learnmore Notseeingwhatyou’relookingfor? Viewallproductdocumentation Usecases Usecases Usecase Vision productsearch Findproductsofinterestwithinimagesandvisuallysearch productcatalogsusingVisionAPI. Usecase Document classification AccessinformationefficientlybyusingtheVisionand NaturalLanguageAPIstoclassify,extract,andenrich documents.Formoreinformation,see DocumentAI. Usecase Image search UseVisionAPIandAutoMLVisiontomakeimagessearchable acrossbroadtopicsandscenes,includingcustomcategories. Viewalltechnicalguides Comparefeatures Whichvisionproductisrightforyou? UseVisionAPItocategorizecontentusingthousandsof predefinedlabelsorAutoMLVisiontocreatecustom labels.Checkout VisualInspectionAI, ournewmanufacturingsolution. AutoMLVision VisionAPI USERINTERFACE UseAPIs UseRESTandRPCAPIs. UseagraphicalUI Useagraphicaluserinterface. PREDEFINEDORCUSTOMLABELING Classifyimagesusingpredefinedlabels Pre-trainedmodelsleveragevastlibrariesof predefinedlabels. Classifyimagesusingcustomlabels Trainmodelstoclassifyimagesvialabelsyouchoose. UseGoogle’sdatalabelingservice Ourteamcanhelpannotateyourimages,videos,andtext. DEPLOYATTHEEDGE Deploymachinelearningmodelsattheedge Deploylow-latency,high-accuracymodelsoptimizedforedgedevices. Integratewith MLKit ADDITIONALFEATURES Detectobjects Detectobjects,wheretheyare,andhowmany. Enablevisionproductsearch Comparephotostoimagesinyourproductcatalogandreturnarankedlistofsimilaritems. Detectprintedandhandwrittentext UseOCRandautomaticallyidentifylanguage. Detectfaces Detectfacesandfacialattributes.(Facerecognitionnotsupported.) Identifypopularplacesandproductlogos Automaticallyidentifywell-knownlandmarksandproductlogos. Assigngeneralimageattributes Detectgeneralattributesandappropriatecrophints. Detectwebentitiesandpages Findnewsevents,logos,andsimilarimagesontheweb. Moderatecontent Detectexplicitcontent(adult,violent,etc.)withinimages. Celebrityrecognition Identifycelebrityfacesinimages(limitedaccess,seedocumentation.) AutoMLVision UseAPIs UseRESTandRPCAPIs. UseagraphicalUI Useagraphicaluserinterface. Classifyimagesusingcustomlabels Trainmodelstoclassifyimagesvialabelsyouchoose. UseGoogle’sdatalabelingservice Ourteamcanhelpannotateyourimages,videos,andtext. Deploymachinelearningmodelsatthe edge Deploylow-latency,high-accuracymodelsoptimizedforedgedevices. Detectobjects Detectobjects,wheretheyare,andhowmany. VisionAPI UseAPIs UseRESTandRPCAPIs. Classifyimagesusingpredefinedlabels Pre-trainedmodelsleveragevast librariesofpredefinedlabels. UseGoogle’sdatalabelingservice Ourteamcanhelpannotateyourimages,videos,andtext. Deploymachinelearningmodelsatthe edge Deploylow-latency,high-accuracymodelsoptimizedforedgedevices. Integratewith MLKit Detectobjects Detectobjects,wheretheyare,andhowmany. Enablevisionproductsearch Comparephotostoimagesinyourproductcatalogandreturnarankedlistofsimilaritems. Detectprintedandhandwrittentext UseOCRandautomaticallyidentifylanguage. Detectfaces Detectfacesandfacialattributes.(Facerecognitionnotsupported.) Identifypopularplacesandproductlogos Automaticallyidentifywell-knownlandmarksandproductlogos. Assigngeneralimageattributes Detectgeneralattributesandappropriatecrophints. Detectwebentitiesandpages Findnewsevents,logos,andsimilarimagesontheweb. Celebrityrecognition Identifycelebrityfacesinimages(limitedaccess,seedocumentation.) Pricing Pricing WhateveryourVisionAIneeds,wehavepricingthatworks withyou.Thisincludespay-per-useCloudVisionAPI, scalingmonthlychargesforVisionAPIProductSearch,and flatratespernodehourwithfreetrialsforAutoMLVision andAutoMLVisionEdge.Followtheselinkstolearnmore aboutpricingandtrialsforourVisionAIproducts. VisionAI products Pricing guide VisionAPI Pricing VisionProduct Search Pricing AutoMLVision Pricing AutoMLVision Edge Pricing Takethenextstep Start buildingonGoogleCloudwith$300infreecreditsand20+ alwaysfreeproducts. TryVisionAIfree Takethenextstep Start yournextproject,exploreinteractivetutorials,and manageyouraccount. Gotoconsole Needhelpgettingstarted? Contactsales Workwithatrustedpartner Findapartner Continuebrowsing Seeallproducts Needhelpgettingstarted? Contactsales Workwithatrustedpartner Findapartner Gettips&bestpractices Seetutorials [{ "type":"thumb-down", "id":"hardToUnderstand", "label":"Hardtounderstand" },{ "type":"thumb-down", "id":"incorrectInformationOrSampleCode", "label":"Incorrectinformationorsamplecode" },{ "type":"thumb-down", "id":"missingTheInformationSamplesINeed", "label":"Missingtheinformation/samplesIneed" },{ "type":"thumb-down", "id":"otherDown", "label":"Other" }] [{ "type":"thumb-up", "id":"easyToUnderstand", "label":"Easytounderstand" },{ "type":"thumb-up", "id":"solvedMyProblem", "label":"Solvedmyproblem" },{ "type":"thumb-up", "id":"otherUp", "label":"Other" }] WhyGoogle ChoosingGoogleCloud Trustandsecurity Opencloud Multicloud Globalinfrastructure Customersandcasestudies Analystreports Whitepapers Blog Productsandpricing GoogleCloudpricing GoogleWorkspacepricing Seeallproducts Solutions Infrastructuremodernization Databases Applicationmodernization Smartanalytics ArtificialIntelligence Security Productivity&worktransformation Industrysolutions DevOpssolutions Smallbusinesssolutions Seeallsolutions Resources GoogleClouddocumentation GoogleCloudquickstarts GoogleCloudMarketplace Learnaboutcloudcomputing Support Codesamples CloudArchitectureCenter Training Certifications GoogleDevelopers GoogleCloudforStartups Systemstatus ReleaseNotes Engage Contactsales FindaPartner BecomeaPartner Events Podcasts DeveloperCenter PressCorner GoogleCloudonYouTube GoogleCloudTechonYouTube FollowonTwitter JoinUserResearch We'rehiring.JoinGoogleCloud! GoogleCloudCommunity CookieSettings AboutGoogle Privacy Siteterms GoogleCloudterms Carbonneutralsince2007 SignupfortheGoogleCloudnewsletter Subscribe Language English Deutsch Español Español–AméricaLatina Français Italiano Português–Brasil 中文–简体 中文–繁體 日本語 한국어
延伸文章資訊
- 1Image Recognition : A Complete Guide - Deepomatic
Image recognition, a subcategory of Computer Vision and Artificial Intelligence, represents a set...
- 2Vision AI | Derive Image Insights via ML | Cloud Vision API
Document classification
- 3What Is Image Recognition? Definition from SearchEnterpriseAI
Image recognition, in the context of machine vision, is the ability of software to identify objec...
- 4關於AI 的A 到Z:I 代表圖片辨識(Image Recognition) - Google
圖片辨識(Image recognition) · 圖片辨識技術可讓AI 辨識我們周遭世界的物件並加以分類。 · 圖片辨識系統有時也稱為「電腦視覺」,能夠透過研究各式各樣的參考圖片,學會辨識 ...
- 5What is Image Recognition and How it is Used?
Image recognition refers to technologies that identify places, logos, people, objects, buildings,...