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TensorFlowisGoogle’spopularofferingformachinelearninganddeeplearning,quicklybecomingafavoritetoolforperformingfast,efficient,andaccuratedeeplearningtasks.Hands-OnDeepLearningforImageswithTensorFlowshowsyouthepracticalimplementationsofreal-worldprojects,teachingyouhowtoleverageTensorFlow’scapabilitiestoperformefficientimageprocessingusingthepowerofdeeplearning.Withthehelpofthisbook,youwillgettogripswiththedifferentparadigmsofperformingdeeplearningsuchasdeepneuralnetsandconvolutionalneuralnetworks,followedbyunderstandinghowtheycanbeimplementedusingTensorFlow.Bytheendofthisbook,youwillhavemasteredalltheconceptsofdeeplearningandtheirimplementationwithTensorFlowandKeras.

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Multimedia Programming Using Max-MSP and TouchDesigner

IfyouwanttolearnhowtouseMax6and/orTouchDesigner,orworkinaudio-visualreal-timeprocessing,thisisthebookforyou.Itisintendedforintermediateusersofbothprogramsandcanbehelpfulforartists,designers,musicians,VJs,andresearchers.Abasicunderstandingofaudioprinciplesisadvantageous.

·9.7萬字

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The Applied AI and Natural Language Processing Workshop

AreyoufascinatedwithapplicationslikeAlexaandSiriandhowtheyaccuratelyprocessinformationwithinsecondsbeforereturningaccurateresults?Areyoulookingforapracticalguidethatwillteachyouhowtobuildintelligentapplicationsthatcanrevolutionizetheworldofartificialintelligence?TheAppliedAIandNLPWorkshopwilltakeyouonapracticaljourneywhereyouwilllearnhowtobuildartificialintelligence(AI)andnaturallanguageprocessing(NLP)applicationswithAmazonWebservices(AWS).StartingwithanintroductiontoAIandmachinelearning,thisbookwillexplainhowAmazonS3,orAmazonSimpleStorageService,works.You’llthenintegrateAIwithAWStobuildserverlessservicesanduseAmazon’sNLPserviceComprehendtoperformtextanalysisonadocument.Asyouadvance,thebookwillhelpyougettogripswithtopicmodelingtoextractandanalyzecommonthemesonasetofdocumentswithunknowntopics.You’llalsoworkwithAmazonLextocreateandcustomizeachatbotfortaskautomationanduseAmazonRekognitionfordetectingobjects,scenes,andtextinimages.BytheendofTheAppliedAIandNLPWorkshop,you’llbeequippedwiththeknowledgeandskillsneededtobuildscalableintelligentapplicationswithAWS.

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Visual Media Processing Using Matlab Beginner's Guide

Writteninafriendly,Beginner'sGuideformat,showingtheuserhowtousethedigitalmediaaspectsofMatlab(image,video,sound)inapractical,tutorial-basedstyle.ThisisgreatfornoviceprogrammersinanylanguagewhowouldliketouseMatlabasatoolfortheirimageandvideoprocessingneeds,andalsocomesinhandyforphotographersorvideoeditorswithevenlessprogrammingexperiencewantingtofindanall-in-onetoolfortheirtasks.

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Machine Learning with Swift

iOSdeveloperswhowishtocreatesmarteriOSapplicationsusingthepowerofmachinelearningwillfindthisbooktobeuseful.Thisbookwillalsobenefitdatascienceprofessionalswhoareinterestedinperformingmachinelearningonmobiledevices.FamiliaritywithSwiftprogrammingisallyouneedtogetstartedwiththisbook.

·7.1萬字

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OpenCV 4 Computer Vision Application Programming Cookbook（Fourth Edition）

OpenCVisanimageandvideoprocessinglibraryusedforalltypesofimageandvideoanalysis.Throughoutthebook,you'llworkthroughrecipesthatimplementavarietyoftasks,suchasfacialrecognitionanddetection.With70self-containedtutorials,thisbookexaminescommonpainpointsandbestpracticesforcomputervision(CV)developers.Eachrecipeaddressesaspecificproblemandoffersaproven,best-practicesolutionwithinsightsintohowitworks,sothatyoucancopythecodeandconfigurationfilesandmodifythemtosuityourneeds.ThisbookbeginsbysettingupOpenCV,andexplainshowtomanipulatepixels.You'llunderstandhowyoucanprocessimageswithclassesandcountpixelswithhistograms.You'llalsolearndetecting,describing,andmatchinginterestpoints.Asyouadvancethroughthechapters,you'llgettogripswithestimatingprojectiverelationsinimages,reconstructing3Dscenes,processingvideosequences,andtrackingvisualmotion.Inthefinalchapters,you'llcoverdeeplearningconceptssuchasfaceandobjectdetection.Bytheendofthebook,you'llbeabletoconfidentlyimplementarangetocomputervisionalgorithmstomeetthetechnicalrequirementsofyourcomplexCVprojects

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Drupal Rules How-to

Thisbookisapractical,task-based,step-by-steptutorialthatstartsinasimpleway,identifyingdiskdevicepartitions,andculminateswithadvancedtaskssuchaspreparingfornewoperatingsystems.ThisbookisforDrupalsitebuildersanddeveloperswhowanttotakefulladvantageoftheRulesframework'spowerandflexibility.ReadersofthisbookshouldbefamiliarwiththeDrupal7userinterface

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Learning Less.js

IfyouareadesignerordeveloperwhowantstoquicklylearnhowtoharnessthepowerofLess.jstowritemoreefficientCSSstylesthatcanbeappliedtoawebsiteofanysize,thenthisbookisforyou.ThisbookwillhelpyoumasterboththebasicfunctionsandadvancedfeaturesofLess.js.ItwouldbehelpfultohavesomefamiliarityofwritingCSSstyles,althoughnopriorexperienceofusingCSSpreprocessorsisrequired.

·8.2萬字

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The Applied Artificial Intelligence Workshop

Youalreadyknowthatartificialintelligence(AI)andmachinelearning(ML)arepresentinmanyofthetoolsyouuseinyourdailyroutine.ButdoyouwanttobeabletocreateyourownAIandMLmodelsanddevelopyourskillsinthesedomainstokickstartyourAIcareer?TheAppliedArtificialIntelligenceWorkshopgetsyoustartedwithapplyingAIwiththehelpofpracticalexercisesandusefulexamples,allputtogethercleverlytohelpyougaintheskillstotransformyourcareer.Thebookbeginsbyteachingyouhowtopredictoutcomesusingregression.You’llthenlearnhowtoclassifydatausingtechniquessuchask-nearestneighbor(KNN)andsupportvectormachine(SVM)classifiers.Asyouprogress,you'llexplorevariousdecisiontreesbylearninghowtobuildareliabledecisiontreemodelthatcanhelpyourcompanyfindcarsthatclientsarelikelytobuy.Thefinalchapterswillintroduceyoutodeeplearningandneuralnetworks.Throughvariousactivities,suchaspredictingstockpricesandrecognizinghandwrittendigits,you'lllearnhowtotrainandimplementconvolutionalneuralnetworks(CNNs)andrecurrentneuralnetworks(RNNs).BytheendofthisappliedAIbook,you'llhavelearnedhowtopredictoutcomesandtrainneuralnetworksandbeabletousevarioustechniquestodevelopAIandMLmodels.

·8.4萬字

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Hands-On Motion Graphics with Adobe After Effects CC

Ifyou’rethinkingseriouslyaboutmakingandpublishingyourvideoswithprofessionaleditingandanimation,looknofurther!AdobeAfterEffectsisapopulartoolamongvideoeditorsandYouTuberstoenhancetheirvideosandbringthemtolifebyimplementingvisualeffectsandmotiongraphics.ThisbookwilltakeyourightfromthebasicsthroughtotheadvancedtechniquesinAdobeAfterEffectsCC2018.Youwillstartbysettingupyoureditingenvironmenttolearnandimprovetechniquestosharpenyourvideoeditingskills.Furthermore,youwillworkwithbasicandadvancedspecialeffectstocreate,modify,andoptimizemotiongraphicsinyourvideos.Lastly,youwillnotonlylearnhowtocreate2.5Danimations,butalsogettogripswithusingCinema4DLitetobuildandanimatecomplete3Dscenes.Bytheendofthebook,you’llhavelearnedhowtopackageavideoefficientlywiththehelpoftheprojectscovered.

·4萬字

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Hands-On Deep Learning for Images with TensorFlow