IntelligentMobileProjectswithTensorFlow

IntelligentMobileProjectswithTensorFlow
CreateDeepLearningandReinforcementLearningappsformultipleplatformswithTensorFlowKeyFeaturesBuildTensorFlow-poweredAIapplicationsformobileandembeddeddevicesLearnmodernAItopicssuchascomputervision,NLP,anddeepreinforcementlearningGetpracticalinsightsandexclusiveworkingcodenotavailableintheTensorFlowdocumentationBookDescriptionAsadeveloper,youalwaysneedtokeepaneyeoutandbereadyforwhatwillbetrendingsoon,whilealsofocusingonwhat'strendingcurrently.So,what'sbetterthanlearningabouttheintegrationofthebestofbothworlds,thepresentandthefuture?ArtificialIntelligence(AI)iswidelyregardedasthenextbigthingaftermobile,andGoogle'sTensorFlowistheleadingopensourcemachinelearningframework,thehottestbranchofAI.Thisbookcoversmorethan10completeiOS,Android,andRaspberryPiappspoweredbyTensorFlowandbuiltfromscratch,runningallkindsofcoolTensorFlowmodelsofflineon-device:fromcomputervision,speechandlanguageprocessingtogenerativeadversarialnetworksandAlphaZero-likedeepreinforcementlearning.You'lllearnhowtouseorretrainexistingTensorFlowmodels,buildyourownmodels,anddevelopintelligentmobileappsrunningthoseTensorFlowmodels.You'lllearnhowtoquicklybuildsuchappswithstep-by-steptutorialsandhowtoavoidmanypitfallsintheprocesswithlotsofhard-earnedtroubleshootingtips.WhatyouwilllearnClassifyimageswithtransferlearningDetectobjectsandtheirlocationsTransformpictureswithamazingartstylesUnderstandsimplespeechcommandsDescribeimagesinnaturallanguageRecognizedrawingwithConvolutionalNeuralNetworkandLongShort-TermMemoryPredictstockpricewithRecurrentNeuralNetworkinTensorFlowandKerasGenerateandenhanceimageswithgenerativeadversarialnetworksBuildAlphaZero-likemobilegameappinTensorFlowandKeras 本软件ID:10703188