Autonomous Mobility | AWS for Automotive

Accelerate autonomous vehicle development with purpose-built AWS and partner services and solutions. Learn more about Autonomous Mobility solutions on AWS. Automotive Overview SolutionAreas  CaseStudies Resources Blog AutonomousMobility ConnectedMobility Software-DefinedVehicles DigitalCustomerEngagement ProductEngineering Manufacturing SupplyChain Industry Automotive AutonomousMobility AutonomousMobility Accelerateautonomousvehicledevelopmentwithpurpose-builtAWSandpartnerservicesandsolutions Getstarted AWSispoweringthecontinuedadvancementofAutonomousVehicle(AV)development. DevelopinganddeployingAdvancedDriver-AssistanceSystems(ADAS)andAVSystemsrequiresadevelopmentplatformwithhighlyscalablecompute,storage,networking,aswellanalyticsanddeeplearningframeworks.Thisplatformrequirescapabilitiesthatallowforthecollection,ingestion,storage,processingandanalytics,labelingandannotation,mapdevelopment,algorithmandmodeldevelopment,simulations,verificationandvalidation,andworkspacemanagementfunctions(inclusiveofMLOpsandDevOps).LeadingautomotivecustomersturntoAWSastheirADAS/AVdevelopmentplatformforourbreadthanddepthofmanagedservices,solutions,experience,andpartnercommunitytodeliverthearchitectureandtechnologyrequiredfortodevelopsafe,reliable,andcost-optimizedautonomousandADASsystems. Benefits Unmatchedcomputestorageandnetworkscale AWSsolvespetabyte-scaledataprocessing,storage,andmanagementneedsbydeliveringthousandsofcoresofcomputefordevelopmentandvalidation. Acceleratetimetomarket BuildingonAWShelpscustomersoptimizetheirsoftwareengineeringtobemoreagile,reducingdevelopmentandvalidationcostsandsupportingafastertimetomarket. Multiplewaystocontrolcost AWShasthemostclassesofstorageofanycloudresultinginincreasedcostefficiencybecausedatacanbeconfiguredandpaidforbasedonthefrequencyofaccess,durability,andavailabilityrequirements. AutonomousMobilitysolutionsandservices AWSofferssolutionsandservicespurpose-builtfortheautomotiveindustry.ExploreAWSAutonomousMobilitysolutionstoacceleratedevelopmentofautonomousvehicles,advanceddriverassistancesystems,andmore. Featuredsolutions AWSIoTFleetWise AWSIoTFleetWisemakesiteasyandcosteffectiveforautomakerstocollect,transform,andtransfervehicledatatothecloudinnear-realtimeanduseittobuildapplicationswithanalyticsandmachinelearningthatimprovevehiclequality,safety,andautonomy. Learnmore» AutonomousVehicleDataLakeonAWS Delivershighlyscalablestorageandcomputeservicesandadvanceddeeplearningframeworksthatallowforthecollection,ingestion,storage,andanalysisofautonomousvehicledatatosupportfull-scaleautonomousvehicledevelopment. Learnmore» DXCandAWSRoboticDriveCloud Providesthetools,services,andbasebackendplatformonAWStoacceleratethebuildofautonomousdrivingfunctionsandsoftwarebyenrichingAWSservicesoptimizedforautonomousdriving-specificworkloads. Learnmore» CapgeminiDrivingAutomationSystemValidation HelpsOEMsrapidlyadopttheunderlyingarchitectureandtechnologiesofautonomousdriving. Learnmore» AWSservices AmazonEC2T4gInstances AmazonEC2T4ginstancesarepoweredbyArm-basedAWSGraviton2processors.T4ginstancesarethenextgenerationlowcostburstablegeneralpurposeinstancetypethatprovideabaselinelevelofCPUperformancewiththeabilitytoburstCPUusageatanytimeforaslongasrequired. AmazonEC2Inf1Instances AmazonEC2Inf1instancesdeliverhigh-performanceMLinferenceatthelowestcostinthecloud. AmazonEC2P4dInstances AmazonEC2P4dinstancesdeliverthehighestperformanceforMLtrainingandhighperformancecomputing(HPC)applicationsinthecloud. AmazonEC2P3Instances AmazonEC2P3instancesdeliverhighperformancecomputeinthecloudwithupto8NVIDIA®V100TensorCoreGPUsandupto100GbpsofnetworkingthroughputformachinelearningandHPCapplications. AmazonSageMaker AmazonSageMakerhelpsdatascientistsanddeveloperstoprepare,build,train,anddeployhigh-qualityMLmodelsquicklybybringingtogetherabroadsetofcapabilitiespurpose-builtforML. AmazonSageMakerGroundTruth AmazonSageMakerGroundTruthisafullymanageddatalabelingservicethatmakesiteasytobuildhighlyaccuratetrainingdatasetsformachinelearning. AWSWavelength AWSWavelengthembedsAWScomputeandstorageserviceswithin5Gnetworks,providingmobileedgecomputinginfrastructurefordeveloping,deploying,andscalingultra-low-latencyapplications. AWSSnowcone AWSSnowconeisthesmallestmemberoftheAWSSnowFamilyofedgecomputing,edgestorage,anddatatransferdevices. Customerstories LearnhowleadingautomotivecompaniesaretransformingtheirbusinesseswithAWSAutonomousMobilitysolutions. Mobileye:Navigatingthewindingroadtowarddriverlessmobility Autonomousvehicles(AVs)arebecomingareality,asevidencedbythevarietyofadvanceddriverassistancesystems(ADAS)andgrowingnumberofAVtestprogramsontheroad.Mobileye,agloballeaderinthedevelopmentoftechnologiesforADASandautonomousdrivingsolutions,hasbeenanintegralpartofthistechnologyrevolution. Watchthevideo» Navigatingthewindingroadtowarddriverlessmobility(56:41) LyftIncreasesSimulationCapacity,LowersCostsUsingAmazonEC2SpotInstances LyftincreasedsimulationcapacityandloweredcostsusingAmazonEC2spotinstancestoimproveperformanceandsafetyofitsself-drivingsystem. Readthecasestudy» ToyotaResearchInstituteacceleratessafeautomateddrivingwithdeeplearningataglobalscaleonAWS ToyotaResearchInstituteusesAmazonEC2P3instancestoefficientlyhandleandprocessthehugeamountofdataitcollects,helpingacceleratedevelopmentofitsautomateddrivingsystems. Readtheblog» MomentaAcceleratesAutonomousDrivingTechnologywithAWS MomentausesAWSstorageandIoTsolutionstocollectandprocesshundredsofpetabytesofdatafromon-boardsensorsofitsautonomousvehicles. Readthecasestudy» WeRideSpeedsAutonomousDrivingMachineLearningModelTrainingfromWeeksto12HoursonAWS WeRidespeditsautonomousdrivingmachinelearningmodeltrainingfromweeksto12hoursonAWS. Readthecasestudy» BuildingTuSimple'sLevel4AutonomousDrivingTruckUsingAWS TuSimplehassimulatedbillionsofmilesdrivinganddevelopeditsautonomousdrivingplatformthatusessophisticateddeeplearningalgorithmsonAWS. Watchthevideo» Seeallautomotivecustomerstories» Innovatewithkeyindustrypartners EngagewithaglobalcommunityofAWSPartnerswhohavedemonstratedtechnicalexpertiseandcustomersuccessinbuildingsolutionsonAWS. Contact Contact Contact Contact Contact Contact Contact Contact Contact Contact Contact Contact Resources CheckoutAWSAutomotiveblogposts,videos,podcasts,andotherresourcestolearnmoreandstayuptodateonthelatestdevelopments. Featuredresource AutonomousDevelopmentEbook Autonomousvehiclesholdthepromiseofasafe,efficient,andaccessiblefuturethatwillminimizethedependencyon—andeventuallyeliminate—theneedforahumandriver.ReadthisebooktolearnhowToyotaResearch,Lyft,Momenta,andTuSimpleacceleratetheirautonomousdrivingsystemdevelopmentbybuildingonAWS. Downloadtheebook Blog BuildinganautomatedscenedetectionpipelineforAutonomousDriving–ADASWorkflow ThisFieldNotesblogpostin2020explainshowtobuildanAutonomousDrivingDataLakeusingthisReferenceArchitecture. Readtheblog » Blog HowAutonomousTruckingBecametheUnlikelyHeroofAutonomousVehicleDevelopment Class8commercialtrucks,thetractortrailersyoupasseverydayonthehighway,typicallylogastronomicalmileagesonlongrouteswithrelativelypredictableconditions.That’sanidealenvironmentfordevelopingandprovingself-drivingtechnology. Readtheblog» Blog Runanyhigh-fidelitysimulationinAWSRoboMakerwithGPUandcontainersupport Tosupporthighfidelitysimulation,AWSRoboMakernowsupportsGPU-basedsimulationjobsdesignedforcomputeintensiveworkflows,suchhashigh-fidelitysimulation. Readtheblog» Blog DeployandVisualizeROSBagDataonAWSusingrvizandWebvizforAutonomousDriving ThisblogpostdescribesthreesolutionsonhowtodeployandvisualizeROSbagdataonAWSbyusingtwopopularvisualizationtools. Readtheblog» Blog LabelVideoswithAmazonSageMakerGroundTruth Asmodelsbecomemoresophisticated,AWScustomersareincreasinglyapplyingmachinelearningpredictiontovideocontent.Autonomousdrivingisperhapsthemostwell-knownusecase,assafetydemandsthatroadconditionsandmovingobjectsbecorrectlydetectedandtrackedinrealtime. Readtheblog » Blog Label3DPointCloudswithAmazonSageMakerGroundTruth Usingthebuilt-ingraphicaluserinterface(GUI)anditsshortcutsfornavigationandlabeling,workerscanquicklyandaccuratelyapplylabels,boxesandcategoriesto3Dobjects(“car,”“pedestrian,”andsoon). Readtheblog » Seeallresources» Getstarted Automotivecompaniesofalltypesandsizes—fromglobalautomakerstostartups—relyonAWS.Contactourexpertsandstartyourownjourneytothecloudtoday. Contactus EndingSupportforInternetExplorer Gotit AWSsupportforInternetExplorerendson07/31/2022.SupportedbrowsersareChrome,Firefox,Edge,andSafari. Learnmore» Gotit