Machine Learning for OpenCV 4（Second Edition）

OpenCVisanopensourcelibraryforbuildingcomputervisionapps.Thelatestrelease,OpenCV4,offersaplethoraoffeaturesandplatformimprovementsthatarecoveredcomprehensivelyinthisup-to-datesecondedition.You'llstartbyunderstandingthenewfeaturesandsettingupOpenCV4tobuildyourcomputervisionapplications.Youwillexplorethefundamentalsofmachinelearningandevenlearntodesigndifferentalgorithmsthatcanbeusedforimageprocessing.Gradually,thebookwilltakeyouthroughsupervisedandunsupervisedmachinelearning.Youwillgainhands-onexperienceusingscikit-learninPythonforavarietyofmachinelearningapplications.Laterchapterswillfocusondifferentmachinelearningalgorithms,suchasadecisiontree,supportvectormachines(SVM),andBayesianlearning,andhowtheycanbeusedforobjectdetectioncomputervisionoperations.Youwillthendelveintodeeplearningandensemblelearning,anddiscovertheirreal-worldapplications,suchashandwrittendigitclassificationandgesturerecognition.Finally,you’llgettogripswiththelatestIntelOpenVINOforbuildinganimageprocessingsystem.Bytheendofthisbook,youwillhavedevelopedtheskillsyouneedtousemachinelearningforbuildingintelligentcomputervisionapplicationswithOpenCV4.