官术网_书友最值得收藏!

Applied Deep Learning and Computer Vision for Self/Driving Cars
會員

Exploreself-drivingcartechnologyusingdeeplearningandartificialintelligencetechniquesandlibrariessuchasTensorFlow,Keras,andOpenCVKeyFeatures*Buildandtrainpowerfulneuralnetworkmodelstobuildanautonomouscar*Implementcomputervision,deeplearning,andAItechniquestocreateautomotivealgorithms*OvercomethechallengesfacedwhileautomatingdifferentaspectsofdrivingusingmodernPythonlibrariesandarchitecturesBookDescriptionThankstoanumberofrecentbreakthroughs,self-drivingcartechnologyisnowanemergingsubjectinthefieldofartificialintelligenceandhasshifteddatascientists'focustobuildingautonomouscarsthatwilltransformtheautomotiveindustry.Thisbookisacomprehensiveguidetousedeeplearningandcomputervisiontechniquestodevelopautonomouscars.Startingwiththebasicsofself-drivingcars(SDCs),thisbookwilltakeyouthroughthedeepneuralnetworktechniquesrequiredtogetupandrunningwithbuildingyourautonomousvehicle.Onceyouarecomfortablewiththebasics,you'lldelveintoadvancedcomputervisiontechniquesandlearnhowtousedeeplearningmethodstoperformavarietyofcomputervisiontaskssuchasfindinglanelines,improvingimageclassification,andsoon.Youwillexplorethebasicstructureandworkingofasemanticsegmentationmodelandgettogripswithdetectingcarsusingsemanticsegmentation.Thebookalsocoversadvancedapplicationssuchasbehavior-cloningandvehicledetectionusingOpenCV,transferlearning,anddeeplearningmethodologiestotrainSDCstomimichumandriving.Bytheendofthisbook,you'llhavelearnedhowtoimplementavarietyofneuralnetworkstodevelopyourownautonomousvehicleusingmodernPythonlibraries.Whatyouwilllearn*ImplementdeepneuralnetworkfromscratchusingtheKeraslibrary*Understandtheimportanceofdeeplearninginself-drivingcars*GettogripswithfeatureextractiontechniquesinimageprocessingusingtheOpenCVlibrary*Designasoftwarepipelinethatdetectslanelinesinvideos*Implementaconvolutionalneuralnetwork(CNN)imageclassifierfortrafficsignalsigns*Trainandtestneuralnetworksforbehavioral-cloningbydrivingacarinavirtualsimulator*Discovervariousstate-of-the-artsemanticsegmentationandobjectdetectionarchitecturesWhothisbookisforIfyouareadeeplearningengineer,AIresearcher,oranyonelookingtoimplementdeeplearningandcomputervisiontechniquestobuildself-drivingblueprintsolutions,thisbookisforyou.Anyonewhowantstolearnhowvariousautomotive-relatedalgorithmsarebuilt,willalsofindthisbookuseful.Pythonprogrammingexperience,alongwithabasicunderstandingofdeeplearning,isnecessarytogetthemostofthisbook.

Sumit Ranjan;Dr. S. Senthamilarasu ·專用軟件 ·5.4萬字

Mastering Redis
會員

TakeyourknowledgeofRedistothenextleveltobuildenthrallingapplicationswitheaseAboutThisBook?DetailedexplanationonDatastructureserverwithpowerfulstrings,lists,sets,sorted-sets,andhashes?LearntoScaleyourdatawithRedisCluster’sdistributedsetup?ThisisafastpacedpracticalguidefullofscreenshotsandrealworkexamplestohelpyougettogripswithRedisinnotime.WhoThisBookIsForIfyouareasoftwaredeveloperwithsomeexperiencewithRedisandwouldnowliketoelevateyourRedisknowledgeandskillsevenfurther,thenthisbookisforyou.WhatYouWillLearn?ChoosetherightRedisdatastructureforyourproblem?UnderstandRedisevent-loopandimplementyourowncustomCcommands?SolvecomplexworkflowswithRedisserver-sidescriptingwithLua?ConfigureyourRedisinstanceforoptimalmemorymanagement?ScaleyourdatainadistributedmannerwithRedisCluster?ImprovethestabilityofyourRedissolutionusingRedisSentinel?ComplementyourexistingdatabaseandNoSQLenvironmentwithRedis?ExploitawiderangeoffeaturesprovidedbyRedistobecomeaDevOpsexpert.InDetailRedisisthemostpopular,open-source,keyvaluedatastructureserverthatprovidesawiderangeofcapabilitiesonwhichmultipleplatformscanbebebuilt.Itsfastandflexibledatastructuresgiveyourexistingapplicationsanedgeinthedevelopmentenvironment.ThisbookisapracticalguidewhichaimstohelpyoudeepdiveintotheworldofRedisdatastructuretoexploititsexcellentfeatures.WestartourjourneybyunderstandingtheneedofRedisinbrief,followedbyanexplanationofAdvancedkeymanagement.Next,youwilllearnaboutdesignpatterns,bestpracticesforusingRedisinDevOpsenvironmentandDockercontainerizationparadigmindetail.Afterthis,youwillunderstandtheconceptofscalingwithRedisclusterandRedisSentinel,followedbyathroughexplanationofincorporatingRediswithNoSQLtechnologiessuchasElasticsearchandMongoDB.Attheendofthissection,youwillbeabletodevelopcompetentapplicationsusingthesetechnologies.YouwillthenexplorethemessagequeuingandtaskmanagementfeaturesofRedisandwillbeabletoimplementtheminyourapplications.Finally,youwilllearnhowRediscanbeusedtobuildreal-timedataanalyticdashboards,fordifferentdisparatedatastreams.StyleandapproachThisisahandsonguidefullofeasy-to-followexamples,thatillustrateimportantconceptsandtechniquestosolvecomplexproblemswithRedis.

Jeremy Nelson ·專用軟件 ·8.6萬字

QQ閱讀手機版

主站蜘蛛池模板: 林西县| 上饶市| 金秀| 班戈县| 保康县| 温泉县| 炉霍县| 芜湖县| 濮阳县| 鸡泽县| 襄樊市| 肃宁县| 山东省| 保山市| 四平市| 乐陵市| 错那县| 措勤县| 昌江| 左权县| 诏安县| 涟源市| 深圳市| 长治县| 托里县| 油尖旺区| 汽车| 葵青区| 丽江市| 云安县| 洛扎县| 花垣县| 临泉县| 扎兰屯市| 洮南市| 辽宁省| 永年县| 渭南市| 包头市| 加查县| 象山县|