官术网_书友最值得收藏!

Raspberry Pi Computer Vision Programming
會員

Performawidevarietyofcomputervisiontaskssuchasimageprocessingandmanipulation,featureandobjectdetection,andimagerestorationtobuildreal-lifecomputervisionapplicationsKeyFeatures*ExplorethepotentialofcomputervisionwithRaspberryPiandPythonprogramming*PerformcomputervisiontaskssuchasimageprocessingandmanipulationusingOpenCVandRaspberryPi*Discovereasy-to-followexamplesandscreenshotstoimplementpopularcomputervisiontechniquesandapplicationsBookDescriptionRaspberryPiisoneofthepopularsingle-boardcomputersofourgeneration.AllthemajorimageprocessingandcomputervisionalgorithmsandoperationscanbeimplementedeasilywithOpenCVonRaspberryPi.Thisupdatedsecondeditionispackedwithcutting-edgeexamplesandnewtopics,andcoversthelatestversionsofkeytechnologiessuchasPython3,RaspberryPi,andOpenCV.ThisbookwillequipyouwiththeskillsrequiredtosuccessfullydesignandimplementyourownOpenCV,RaspberryPi,andPython-basedcomputervisionprojects.Atthestart,you'lllearnthebasicsofPython3,andthefundamentalsofsingle-boardcomputersandNumPy.Next,you'lldiscoverhowtoinstallOpenCV4forPython3onRaspberryPi,beforecoveringmajortechniquesandalgorithmsinimageprocessing,manipulation,andcomputervision.Byworkingthroughthestepsineachchapter,you'llunderstandessentialOpenCVfeatures.Latersectionswilltakeyouthroughcreatinggraphicaluserinterface(GUI)appswithGPIOandOpenCV.You'llalsolearntousethenewcomputervisionlibrary,Mahotas,toperformvariousimageprocessingoperations.Finally,you'llexploretheJupyterNotebookandhowtosetupaWindowscomputerandUbuntuforcomputervision.Bytheendofthisbook,you'llbeabletoconfidentlybuildanddeploycomputervisionapps.Whatyouwilllearn*SetupaRaspberryPiforcomputervisionapplications*PerformbasicimageprocessingwithlibrariessuchasNumPy,Matplotlib,andOpenCV*Demonstratearithmetical,logical,andotheroperationsonimages*WorkwithaUSBwebcamandtheRaspberryPiCameraModule*Implementlow-passandhigh-passfiltersandunderstandtheirapplicationsinimageprocessing*Coveradvancedtechniquessuchashistogramequalizationandmorphologicaltransformations*CreateGUIappswithPython3andOpenCV*PerformmachinelearningwithK-meansclusteringandimagequantizationWhothisbookisforThisbookisforbeginnersaswellasexperiencedRaspberryPiandPython3enthusiastswhoarelookingtoexploretheamazingworldofcomputervision.WorkingknowledgeofthePython3programminglanguageisassumed.

Ashwin Pajankar ·辦公軟件 ·4.9萬字

QQ閱讀手機版

主站蜘蛛池模板: 肥城市| 渝中区| 景洪市| 大余县| 定西市| 肥西县| 莱州市| 平顶山市| 罗平县| 惠州市| 深圳市| 富顺县| 潼南县| 六盘水市| 通江县| 邛崃市| 无为县| 桦甸市| 黑水县| 兰考县| 山阴县| 渭南市| 鄯善县| 纳雍县| 淮南市| 阿拉尔市| 区。| 岳阳市| 邢台县| 沙坪坝区| 永泰县| 榕江县| 太仓市| 嘉荫县| 金塔县| 调兵山市| 壤塘县| 阳原县| 大渡口区| 灵武市| 轮台县|