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.