Hands-On Java Deep Learning for Computer Vision
Althoughmachinelearningisanexcitingworldtoexplore,youmayfeelconfusedbyallofitstheoreticalaspects.AsaJavadeveloper,youwillbeusedtotellingthecomputerexactlywhattodo,insteadofbeingshownhowdataisgenerated;thiscausesmanydeveloperstostruggletoadapttomachinelearning.ThegoalofthisbookistowalkyouthroughtheprocessofefficientlytrainingmachinelearninganddeeplearningmodelsforComputerVisionusingthemostup-to-datetechniques.Thebookisdesignedtofamiliarizeyouwithneuralnetworks,enablingyoutotrainthemefficiently,customizeexistingstate-of-the-artarchitectures,buildreal-worldJavaapplications,andgetgreatresultsinashortspaceoftime.Youwillbuildreal-worldComputerVisionapplications,rangingfromasimpleJavahandwrittendigitrecognitionmodeltoreal-timeJavaautonomouscardrivingsystemsandfacerecognitionmodels.Bytheendofthisbook,youwillhavemasteredthebestpracticesandmoderntechniquesneededtobuildadvancedComputerVisionJavaapplicationsandachieveproduction-gradeaccuracy.
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