{"id":5006,"date":"2023-08-02T08:33:40","date_gmt":"2023-08-02T08:33:40","guid":{"rendered":"https:\/\/aix.web.tr\/?p=5006"},"modified":"2023-10-02T10:18:41","modified_gmt":"2023-10-02T10:18:41","slug":"opencv-nedir-detayli-kilavuz-2023","status":"publish","type":"post","link":"https:\/\/aix.web.tr\/en\/opencv-nedir-detayli-kilavuz-2023\/","title":{"rendered":"OpenCV nedir? Detayl\u0131 K\u0131lavuz (2023)"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"5006\" class=\"elementor elementor-5006\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0da2d09 elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0da2d09\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2425c79\" data-id=\"2425c79\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element 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KATIL<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ff1c176 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ff1c176\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;slideshow&quot;,&quot;background_slideshow_gallery&quot;:[{&quot;id&quot;:531,&quot;url&quot;:&quot;http:\\\/\\\/www.aix.web.tr\\\/wp-content\\\/uploads\\\/2019\\\/12\\\/ezgif.com-video-to-gif-1.gif&quot;}],&quot;shape_divider_bottom&quot;:&quot;mountains&quot;,&quot;background_slideshow_loop&quot;:&quot;yes&quot;,&quot;background_slideshow_slide_duration&quot;:5000,&quot;background_slideshow_slide_transition&quot;:&quot;fade&quot;,&quot;background_slideshow_transition_duration&quot;:500}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" opacity=\"0.33\" d=\"M473,67.3c-203.9,88.3-263.1-34-320.3,0C66,119.1,0,59.7,0,59.7V0h1000v59.7 c0,0-62.1,26.1-94.9,29.3c-32.8,3.3-62.8-12.3-75.8-22.1C806,49.6,745.3,8.7,694.9,4.7S492.4,59,473,67.3z\"\/>\n\t<path class=\"elementor-shape-fill\" opacity=\"0.66\" d=\"M734,67.3c-45.5,0-77.2-23.2-129.1-39.1c-28.6-8.7-150.3-10.1-254,39.1 s-91.7-34.4-149.2,0C115.7,118.3,0,39.8,0,39.8V0h1000v36.5c0,0-28.2-18.5-92.1-18.5C810.2,18.1,775.7,67.3,734,67.3z\"\/>\n\t<path class=\"elementor-shape-fill\" d=\"M766.1,28.9c-200-57.5-266,65.5-395.1,19.5C242,1.8,242,5.4,184.8,20.6C128,35.8,132.3,44.9,89.9,52.5C28.6,63.7,0,0,0,0 h1000c0,0-9.9,40.9-83.6,48.1S829.6,47,766.1,28.9z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0c66e64\" data-id=\"0c66e64\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5a3cf35 elementor-widget elementor-widget-heading\" data-id=\"5a3cf35\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">OpenCV nedir? Detayl\u0131 K\u0131lavuz (2023)<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-533e4a8 elementor-section-content-middle elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"533e4a8\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-68a138e\" data-id=\"68a138e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e4376bb elementor-widget elementor-widget-text-editor\" data-id=\"e4376bb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><div class=\"group w-full text-gray-800 dark:text-gray-100 border-b border-black\/10 dark:border-gray-900\/50 bg-gray-50 dark:bg-[#444654]\"><div class=\"text-base gap-4 md:gap-6 md:max-w-2xl lg:max-w-xl xl:max-w-3xl p-4 md:py-6 flex lg:px-0 m-auto\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gap-1 md:gap-3 lg:w-[calc(100%-115px)]\"><div class=\"flex flex-grow flex-col gap-3\"><div class=\"min-h-[20px] flex flex-col items-start gap-4 whitespace-pre-wrap break-words\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p>OpenCV nedir? OpenCV, G\u00f6r\u00fcnt\u00fc \u0130\u015fleme End\u00fcstrisinde neden bu kadar pop\u00fcler? Bug\u00fcn OpenCV, g\u00f6r\u00fcnt\u00fc i\u015fleme i\u00e7in fiili standart ara\u00e7t\u0131r. Bu nedenle, end\u00fcstrilerdeki d\u00fcnyan\u0131n \u00f6nde gelen \u015firketleri, bilgisayarl\u0131 g\u00f6rme sistemlerini geli\u015ftirmek i\u00e7in OpenCV kullan\u0131yor. Bu yaz\u0131da, OpenCV&#8217;ye okunmas\u0131 kolay bir giri\u015f sa\u011flayaca\u011f\u0131z.<\/p><p>Bu yaz\u0131da a\u015fa\u011f\u0131daki konular\u0131 ele alaca\u011f\u0131z:<\/p><ul><li>OpenCV&#8217;ye Giri\u015f<\/li><li>OpenCV Nedir?<\/li><li>Bilgisayarla G\u00f6rme Nedir? OpenCV ile yaz\u0131l\u0131m geli\u015ftirme<\/li><li>OpenCV&#8217;yi kodlamadan kullan\u0131n<\/li><li>OpenCV&#8217;nin g\u00f6r\u00fc\u015f yetenekleri<\/li><li>OpenCV&#8217;nin ticari kullan\u0131m \u00f6rnekleri<\/li><\/ul><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-01abbf1 elementor-widget elementor-widget-image\" data-id=\"01abbf1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"843\" height=\"561\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/opencv-1024x682.webp\" class=\"attachment-large size-large wp-image-5008\" alt=\"opencv\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/opencv-1024x682.webp 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/opencv-300x200.webp 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/opencv-768x512.webp 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/opencv-18x12.webp 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/opencv.webp 1060w\" sizes=\"(max-width: 843px) 100vw, 843px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">opencv<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5808a57 elementor-widget elementor-widget-heading\" data-id=\"5808a57\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">OpenCV nedir?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-103ce29 elementor-widget elementor-widget-text-editor\" data-id=\"103ce29\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><div class=\"group w-full text-gray-800 dark:text-gray-100 border-b border-black\/10 dark:border-gray-900\/50 bg-gray-50 dark:bg-[#444654]\"><div class=\"text-base gap-4 md:gap-6 md:max-w-2xl lg:max-w-2xl xl:max-w-3xl p-4 md:py-6 flex lg:px-0 m-auto\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gap-1 md:gap-3 lg:w-[calc(100%-115px)]\"><div class=\"flex flex-grow flex-col gap-3\"><div class=\"min-h-[20px] flex flex-col items-start gap-4 whitespace-pre-wrap\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p>Ba\u015flang\u0131\u00e7ta Intel taraf\u0131ndan geli\u015ftirilen OpenCV (Open Source Computer Vision), ger\u00e7ek zamanl\u0131 g\u00f6r\u00fcnt\u00fc i\u015fleme i\u00e7in \u00fccretsiz bir platformlar aras\u0131 bilgisayarla g\u00f6rme kitapl\u0131\u011f\u0131d\u0131r. OpenCV yaz\u0131l\u0131m\u0131, G\u00f6r\u00fcnt\u00fc \u0130\u015fleme ile ilgili her \u015fey i\u00e7in fiili bir standart ara\u00e7 haline geldi. 2023&#8217;te OpenCV, her hafta 29.000&#8217;den fazla indirme ile hala olduk\u00e7a pop\u00fcler.<\/p><p>OpenCV, C ve C++ ile yaz\u0131lm\u0131\u015ft\u0131r. GNU\/Linux, OS X, Windows, Android, iOS, vb. gibi en pop\u00fcler i\u015fletim sistemleri alt\u0131nda \u00e7al\u0131\u015f\u0131r. Apache 2 lisans\u0131 alt\u0131nda \u00fccretsiz olarak kullan\u0131labilir . Python, Ruby, Matlab ve di\u011fer diller i\u00e7in aray\u00fczlerde aktif geli\u015ftirme var. OpenCV kitapl\u0131\u011f\u0131, ger\u00e7ek zamanl\u0131 bilgisayar g\u00f6r\u00fc\u015f\u00fc i\u00e7in 2500&#8217;den fazla algoritma, kapsaml\u0131 belgeler ve \u00f6rnek kod i\u00e7erir.<\/p><p>2000 y\u0131l\u0131nda BSD lisans\u0131 alt\u0131nda ve daha sonra Apache 2 lisans\u0131 alt\u0131nda ilk piyasaya s\u00fcr\u00fclmesinden bu yana, OpenCV \u00e7ok say\u0131da uygulama, \u00fcr\u00fcn ve ara\u015ft\u0131rma projesinde kullan\u0131lm\u0131\u015ft\u0131r. Bu uygulamalar aras\u0131nda kamera g\u00f6r\u00fcnt\u00fclerini uydu veya web haritalar\u0131nda birle\u015ftirme, g\u00f6r\u00fcnt\u00fc tarama hizalama, t\u0131bbi g\u00f6r\u00fcnt\u00fc parazit azaltma, nesne analizi, g\u00fcvenlik, g\u00f6zetleme ve izinsiz giri\u015f tespit sistemleri, otomatik izleme ve g\u00fcvenlik sistemleri, <a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-nedir\/\">yapay zeka<\/a> denetimi , kamera kalibrasyonu, savunma ve askeri \u00fcretim yer al\u0131r. uygulamalar ve insans\u0131z hava, kara ve su alt\u0131 ara\u00e7lar\u0131.<\/p><p><strong>Ek bilgi:<\/strong> OpenCV, ses spektrogram g\u00f6r\u00fcnt\u00fclerine g\u00f6r\u00fcnt\u00fc tan\u0131ma tekniklerinin uyguland\u0131\u011f\u0131 ses ve m\u00fczik tan\u0131mada bile kullan\u0131lm\u0131\u015ft\u0131r.<br \/><br \/><\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-27c249a elementor-widget elementor-widget-image\" data-id=\"27c249a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"843\" height=\"421\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Yuz-algilama-icin-C-nesne-dedektoru-demo-kodu-ile-OpenCV-1024x511.png\" class=\"attachment-large size-large wp-image-5009\" alt=\"Y\u00fcz alg\u0131lama i\u00e7in C++ nesne dedekt\u00f6r\u00fc demo kodu ile OpenCV\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Yuz-algilama-icin-C-nesne-dedektoru-demo-kodu-ile-OpenCV-1024x511.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Yuz-algilama-icin-C-nesne-dedektoru-demo-kodu-ile-OpenCV-300x150.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Yuz-algilama-icin-C-nesne-dedektoru-demo-kodu-ile-OpenCV-768x383.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Yuz-algilama-icin-C-nesne-dedektoru-demo-kodu-ile-OpenCV-18x9.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Yuz-algilama-icin-C-nesne-dedektoru-demo-kodu-ile-OpenCV.png 1060w\" sizes=\"(max-width: 843px) 100vw, 843px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Y\u00fcz alg\u0131lama i\u00e7in C++ nesne dedekt\u00f6r\u00fc demo kodu ile OpenCV<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cdd9150 elementor-widget elementor-widget-heading\" data-id=\"cdd9150\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">OpenCV ne i\u00e7in kullan\u0131l\u0131r?\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6e014f6 elementor-widget elementor-widget-text-editor\" data-id=\"6e014f6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>OpenCV, bilgi i\u015flem a\u00e7\u0131s\u0131ndan yo\u011fun vizyon g\u00f6revlerinin maksimum verimlili\u011fi ve performans\u0131 i\u00e7in olu\u015fturuldu. Bu nedenle, AI vizyonunun ger\u00e7ek zamanl\u0131 uygulamalar\u0131na g\u00fc\u00e7l\u00fc bir \u015fekilde odaklan\u0131r. Yaz\u0131l\u0131m, optimize edilmi\u015f C dilinde yaz\u0131lm\u0131\u015ft\u0131r ve \u00e7ok \u00e7ekirdekli i\u015flemcilerden (\u00e7ok i\u015f par\u00e7ac\u0131kl\u0131) faydalanabilir.<\/p><p>OpenCV&#8217;nin amac\u0131, g\u00f6rmedeki bir\u00e7ok alana yay\u0131lan 500&#8217;den fazla i\u015flev sa\u011flayarak insanlar\u0131n h\u0131zl\u0131 bir \u015fekilde karma\u015f\u0131k g\u00f6r\u00fc\u015f uygulamalar\u0131 olu\u015fturmas\u0131na yard\u0131mc\u0131 olan, kullan\u0131m\u0131 kolay bir bilgisayar g\u00f6rme altyap\u0131s\u0131 sa\u011flamakt\u0131r. OpenCV genellikle fabrika \u00fcr\u00fcn denetimi, t\u0131bbi g\u00f6r\u00fcnt\u00fcleme, g\u00fcvenlik analizi, insan-makine aray\u00fcz\u00fc, kamera kalibrasyonu, stereo g\u00f6r\u00fc\u015f (3D g\u00f6r\u00fc\u015f) ve robotik g\u00f6r\u00fc\u015fte kullan\u0131l\u0131r.<\/p><p>Kapsaml\u0131 g\u00f6r\u00fcnt\u00fc i\u015fleme yetenekleri, video ak\u0131\u015f\u0131 i\u015flemeyi, g\u00f6r\u00fcnt\u00fc birle\u015ftirmeyi (birden \u00e7ok kameray\u0131 birle\u015ftirerek), kamera kalibrasyonunu ve \u00e7e\u015fitli g\u00f6r\u00fcnt\u00fc \u00f6n i\u015fleme g\u00f6revlerini destekler. Bilgisayarla g\u00f6rmede makine \u00f6\u011frenimi esas oldu\u011fundan, OpenCV, istatistiksel \u00f6r\u00fcnt\u00fc tan\u0131ma ve k\u00fcmelemeye odaklanan eksiksiz, genel ama\u00e7l\u0131 bir ML Kitapl\u0131\u011f\u0131 i\u00e7erir.<\/p><p>2011&#8217;den beri OpenCV, NVIDIA CUDA ve Grafik \u0130\u015fleme Birimi (GPU) donan\u0131m h\u0131zland\u0131rma ve A\u00e7\u0131k Hesaplama Dili (OpenCL) i\u00e7in i\u015flevsellik sa\u011flar. OpenCV GPU mod\u00fcl\u00fc, verilerin CPU ve GPU belle\u011fi aras\u0131nda nas\u0131l ta\u015f\u0131nd\u0131\u011f\u0131na ili\u015fkin a\u00e7\u0131k kontrol sa\u011flar.<\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-74bf059 elementor-widget elementor-widget-image\" data-id=\"74bf059\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"843\" height=\"294\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/OpenCV-ve-derin-ogrenme-modelleri-kullanilarak-olusturulan-bilgisayarla-gorme-uygulamalari-1024x357.png\" class=\"attachment-large size-large wp-image-5010\" alt=\"OpenCV ve derin \u00f6\u011frenme modelleri kullan\u0131larak olu\u015fturulan bilgisayarla g\u00f6rme uygulamalar\u0131\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/OpenCV-ve-derin-ogrenme-modelleri-kullanilarak-olusturulan-bilgisayarla-gorme-uygulamalari-1024x357.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/OpenCV-ve-derin-ogrenme-modelleri-kullanilarak-olusturulan-bilgisayarla-gorme-uygulamalari-300x105.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/OpenCV-ve-derin-ogrenme-modelleri-kullanilarak-olusturulan-bilgisayarla-gorme-uygulamalari-768x268.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/OpenCV-ve-derin-ogrenme-modelleri-kullanilarak-olusturulan-bilgisayarla-gorme-uygulamalari-18x6.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/OpenCV-ve-derin-ogrenme-modelleri-kullanilarak-olusturulan-bilgisayarla-gorme-uygulamalari.png 1060w\" sizes=\"(max-width: 843px) 100vw, 843px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">OpenCV ve derin \u00f6\u011frenme modelleri kullan\u0131larak olu\u015fturulan bilgisayarla g\u00f6rme uygulamalar\u0131<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8b06e45 elementor-widget elementor-widget-heading\" data-id=\"8b06e45\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">OpenCV'yi kim kullan\u0131r?\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-82c6525 elementor-widget elementor-widget-text-editor\" data-id=\"82c6525\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>OpenCV, Google, Toyota, IBM, Microsoft, SONY, Siemens ve Facebook gibi b\u00fcy\u00fck \u015firketler ve devlet kurumlar\u0131 taraf\u0131ndan kullan\u0131lmaktad\u0131r. Ayr\u0131ca, tan\u0131nm\u0131\u015f bilgisayarla g\u00f6rme giri\u015fimleri, viso.ai dahil olmak \u00fczere g\u00fc\u00e7l\u00fc bilgisayarla g\u00f6rme \u00fcr\u00fcnleri ve yapay zeka \u00e7\u00f6z\u00fcmleri olu\u015fturmak i\u00e7in OpenCV&#8217;yi kullan\u0131r . Stanford, MIT, INRIA, Cambridge ve CMU gibi bir\u00e7ok ara\u015ft\u0131rma merkezi OpenCV kullan\u0131r.<\/p><p>Bilgisayar g\u00f6r\u00fc\u015f\u00fcn\u00fcn kullan\u0131m durumlar\u0131 \u00e7ok geni\u015ftir. \u00c7o\u011fu, g\u00fcvenlik ve video g\u00f6zetimi veya s\u00fcr\u00fcc\u00fcs\u00fcz arabalardaki olduk\u00e7a pop\u00fcler kullan\u0131m durumlar\u0131n\u0131n fark\u0131nda olsa da , end\u00fcstriyel \u00fcretim, restoranlar veya perakende analiti\u011fi gibi belirli sekt\u00f6rlerdeki kullan\u0131m durumlar\u0131n\u0131 daha az ki\u015fi g\u00f6rebilir.<\/p><p>Son y\u0131llarda bilgisayarla g\u00f6r\u00fc alan\u0131ndaki h\u0131zl\u0131 geli\u015fmeler, farkl\u0131 sekt\u00f6rlerdeki \u015firketlerin \u00e7ok \u00f6zel sorunlar\u0131 \u00e7\u00f6zen (\u00fcr\u00fcn sorunlar\u0131n\u0131 alg\u0131lama, nesneleri sayma, davran\u0131\u015f\u0131 analiz etme vb.) amaca y\u00f6nelik bilgisayarl\u0131 g\u00f6r\u00fc uygulamalar\u0131 geli\u015ftirmesini m\u00fcmk\u00fcn k\u0131ld\u0131.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e22bf51 elementor-widget elementor-widget-heading\" data-id=\"e22bf51\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">OpenCV'yi ticari projeler i\u00e7in kullanabilir miyim?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3327a47 elementor-widget elementor-widget-text-editor\" data-id=\"3327a47\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>Evet. OpenCV i\u00e7in a\u00e7\u0131k kaynak lisans\u0131, geli\u015ftiricilerin OpenCV&#8217;nin tamam\u0131n\u0131 veya bir k\u0131sm\u0131n\u0131 kullanarak ticari \u00fcr\u00fcnler olu\u015fturabilmesi i\u00e7in se\u00e7ilmi\u015ftir. Bu nedenle, \u015firketlerin \u00fcr\u00fcnlerini a\u00e7\u0131k kaynakl\u0131 hale getirme veya iyile\u015ftirmeleri kamu mal\u0131na d\u00f6nd\u00fcrme (copyleft) y\u00fck\u00fcml\u00fcl\u00fc\u011f\u00fc yoktur, ancak \u00e7o\u011fu bunu yapar ve b\u00fcy\u00fck toplulu\u011fa katk\u0131da bulunur.<\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a0fb17 elementor-widget elementor-widget-heading\" data-id=\"6a0fb17\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">OpenCV'yi kim geli\u015ftirdi ve Neden?\n<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dd50050 elementor-widget elementor-widget-text-editor\" data-id=\"dd50050\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>OpenCV ba\u015flang\u0131\u00e7ta, yo\u011fun CPU kullanan uygulamalar\u0131 geli\u015ftirmek i\u00e7in bir Intel Ara\u015ft\u0131rma giri\u015fiminin par\u00e7as\u0131 olarak olu\u015fturuldu. Intel i\u00e7in \u00e7al\u0131\u015fan yazarlardan biri, MIT Media Lab gibi baz\u0131 \u00fcst d\u00fczey \u00fcniversite gruplar\u0131n\u0131n, geli\u015ftirme \u00e7al\u0131\u015fmalar\u0131n\u0131 h\u0131zland\u0131rmak i\u00e7in iyi geli\u015ftirilmi\u015f ve dahili olarak a\u00e7\u0131k bilgisayar g\u00f6rme altyap\u0131lar\u0131 kulland\u0131\u011f\u0131n\u0131 fark etti. Kod, \u00f6\u011frenciler aras\u0131nda payla\u015f\u0131ld\u0131 ve temel i\u015flevleri s\u0131f\u0131rdan yeniden ke\u015ffetmeden \u00f6zel g\u00f6r\u00fcnt\u00fc uygulamalar\u0131n\u0131n geli\u015ftirilmesinde \u00f6nemli bir avantaj sa\u011flad\u0131.<\/p><p>\u00dczerine in\u015fa edilecek ortak bir altyap\u0131 sa\u011flayarak ticari bilgisayar vizyonu geli\u015fimini h\u0131zland\u0131rmak, Intel&#8217;deki OpenCV geli\u015ftirici ekiplerinin her zaman birincil hedefi olmu\u015ftur. Ta\u015f\u0131nabilir, performans\u0131 optimize edilmi\u015f kodu \u00fccretsiz olarak kullan\u0131ma sunarak vizyon tabanl\u0131 ticari uygulamalar\u0131 geli\u015ftirmek, Intel&#8217;in temel i\u015fi olan h\u0131zl\u0131 i\u015flemcilere olan ihtiyac\u0131 art\u0131racakt\u0131r.<\/p><p>Y\u00fckseltmeleri daha h\u0131zl\u0131 i\u015flemcilere y\u00f6nlendirmek Intel i\u00e7in ekstra yaz\u0131l\u0131m satmaktan daha fazla gelir sa\u011flayacakt\u0131r. \u00dccretsiz ve a\u00e7\u0131k kodun bir yaz\u0131l\u0131m \u015firketinden \u00e7ok bir donan\u0131m sat\u0131c\u0131s\u0131ndan gelmesinin nedeni muhtemelen budur.<\/p><p>OpenCV bir\u00e7ok kullan\u0131c\u0131 katk\u0131s\u0131 al\u0131yor ve merkezi geli\u015ftirme b\u00fcy\u00fck \u00f6l\u00e7\u00fcde Intel&#8217;in d\u0131\u015f\u0131na ta\u015f\u0131nd\u0131. Daha sonra Willow Garage ve Intel&#8217;in 2016&#8217;da sat\u0131n ald\u0131\u011f\u0131 bilgisayarla g\u00f6rme giri\u015fimi Itseez taraf\u0131ndan desteklendi.<\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d11fa2c elementor-widget elementor-widget-heading\" data-id=\"d11fa2c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">OpenCV'yi \u0130ndirme ve Y\u00fckleme<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e21cd1d elementor-widget elementor-widget-text-editor\" data-id=\"e21cd1d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p><a href=\"http:\/\/code.opencv.org\/\" target=\"_blank\" rel=\"noopener\">2012&#8217;den beri OpenCV deste\u011fi<\/a>, bir geli\u015ftirici sitesine ve bir <a href=\"http:\/\/opencv.org\/\" target=\"_blank\" rel=\"noopener\">kullan\u0131c\u0131 web sitesine<\/a> sahip olan OpenCV.org adl\u0131 kar amac\u0131 g\u00fctmeyen bir kurulu\u015f taraf\u0131ndan devral\u0131nd\u0131. <a href=\"https:\/\/sourceforge.net\/projects\/opencvlibrary\/\" target=\"_blank\" rel=\"noopener\">Resmi s\u00fcr\u00fcmleri SourceForge&#8217;dan<\/a> alabilir veya en son kaynaklar\u0131 <a href=\"https:\/\/github.com\/opencv\/opencv\" target=\"_blank\" rel=\"noopener\">OpenCV GitHub&#8217;dan<\/a> alabilirsiniz.<\/p><p>Windows&#8217;ta OpenCV nas\u0131l kurulur: OpenCV&#8217;yi kurmak i\u00e7in y\u00fcr\u00fct\u00fclebilir kurulumu indirin ve \u00e7al\u0131\u015ft\u0131r\u0131n. OpenCV&#8217;yi y\u00fckleyecek ve DirectShow filtrelerini kaydedecektir. Sonras\u0131nda OpenCV kullan\u0131labilir.<\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c80ae7f elementor-widget elementor-widget-heading\" data-id=\"c80ae7f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Test i\u00e7in OpenCV Demosu\n<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-025e065 elementor-widget elementor-widget-text-editor\" data-id=\"025e065\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>Se\u00e7ilen g\u00f6r\u00fcnt\u00fc i\u015fleme ve g\u00f6r\u00fcnt\u00fc d\u00f6n\u00fc\u015ft\u00fcrme i\u015flevlerini test edebilece\u011finiz ve OpenCV&#8217;yi kitapl\u0131klar\u0131 kurmadan kendi g\u00f6r\u00fcnt\u00fclerinizle test edebilece\u011finiz h\u0131zl\u0131 bir OpenCV demo uygulamas\u0131na giden bu ba\u011flant\u0131ya g\u00f6z at\u0131n.<\/p><p><a href=\"https:\/\/huggingface.co\/spaces\/AnkitGaur2811\/Image_Conversion_app_using_Opencv\" target=\"_blank\" rel=\"noopener\">\u00d6rnek bir OpenCV yaz\u0131l\u0131m demosu<\/a> i\u00e7eren \u00fccretsiz uygulamay\u0131 burada bulun.<\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b9c7575 elementor-widget elementor-widget-image\" data-id=\"b9c7575\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"843\" height=\"438\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/opencv-demo-app-with-image-conversion-functions-1060x551-1-1024x532.webp\" class=\"attachment-large size-large wp-image-5011\" alt=\"G\u00f6r\u00fcnt\u00fc d\u00f6n\u00fc\u015ft\u00fcrme i\u00e7in OpenCV Demo Uygulamas\u0131\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/opencv-demo-app-with-image-conversion-functions-1060x551-1-1024x532.webp 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/opencv-demo-app-with-image-conversion-functions-1060x551-1-300x156.webp 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/opencv-demo-app-with-image-conversion-functions-1060x551-1-768x399.webp 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/opencv-demo-app-with-image-conversion-functions-1060x551-1-18x9.webp 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/opencv-demo-app-with-image-conversion-functions-1060x551-1.webp 1060w\" sizes=\"(max-width: 843px) 100vw, 843px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">G\u00f6r\u00fcnt\u00fc d\u00f6n\u00fc\u015ft\u00fcrme i\u00e7in OpenCV Demo Uygulamas\u0131<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6dbccf4 elementor-widget elementor-widget-heading\" data-id=\"6dbccf4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Kodsuz ve az kodlu OpenCV\n<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0bfd74c elementor-widget elementor-widget-text-editor\" data-id=\"0bfd74c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Son zamanlarda, kodsuz ve d\u00fc\u015f\u00fck kodlu geli\u015ftirme, i\u015fletmeler ve kurulu\u015flar i\u00e7in \u00e7\u00f6z\u00fcmleri \u00e7ok daha h\u0131zl\u0131 ve daha verimli bir \u015fekilde sunman\u0131n ve s\u00fcrd\u00fcrmenin yeni bir yolu haline geldi. Bilgisayarla g\u00f6rme geli\u015ftirme genellikle \u00e7ok karma\u015f\u0131kt\u0131r ve \u00e7ok say\u0131da yineleme d\u00f6ng\u00fcs\u00fc gerektirir. Bu nedenle, bilgisayar g\u00f6r\u00fc\u015f\u00fcn\u00fcn sa\u011flanmas\u0131, g\u00f6rsel geli\u015ftirmeden ve kodsuz teknolojinin otomatik da\u011f\u0131t\u0131m altyap\u0131s\u0131ndan b\u00fcy\u00fck \u00f6l\u00e7\u00fcde yararlan\u0131r.<\/p><p>Bilgisayarl\u0131 g\u00f6r\u00fc platformu Viso Suite, OpenCV&#8217;nin yeteneklerini s\u0131f\u0131rdan kod yazmaya gerek kalmadan bilgisayarl\u0131 g\u00f6r\u00fc uygulamalar\u0131n\u0131 h\u0131zla olu\u015fturmak i\u00e7in kullan\u0131labilen mod\u00fcler yap\u0131 ta\u015flar\u0131 olarak sa\u011flar. Bu, ekiplerin OpenCV&#8217;yi daha h\u0131zl\u0131 kullanmas\u0131na olanak tan\u0131r ve kameralar, u\u00e7 bilgisayarlar ve makine \u00f6\u011frenimi modelleri gibi farkl\u0131 donan\u0131mlarla entegrasyonu kolayla\u015ft\u0131r\u0131r.<\/p><p>No-code, tecr\u00fcbeli g\u00f6r\u00fcnt\u00fc i\u015fleme m\u00fchendisleri ve i\u015f ekipleri aras\u0131ndaki bo\u015flu\u011fu doldurmaya yard\u0131mc\u0131 olur ve \u00e7\u00f6z\u00fcmleri de\u011fi\u015fen i\u015f gereksinimlerine ve geli\u015fen teknolojiye uyarlamay\u0131 m\u00fcmk\u00fcn k\u0131lar. OpenCV&#8217;yi kodlama olmadan kullanma yetene\u011fi, bilgisayarla g\u00f6rmenin t\u00fcm ekonomik potansiyelinden yararlan\u0131r ve bilgisayarla g\u00f6rmenin risk ve maliyetlerini d\u00fc\u015f\u00fcr\u00fcr.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-43b1f5c elementor-widget elementor-widget-heading\" data-id=\"43b1f5c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">G\u00f6r\u00fcnt\u00fc \u0130\u015fleme Uygulamas\u0131\n<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fa41f85 elementor-widget elementor-widget-heading\" data-id=\"fa41f85\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Bilgisayarla G\u00f6rme Nedir?<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5699e47 elementor-widget elementor-widget-text-editor\" data-id=\"5699e47\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Bilgisayar g\u00f6r\u00fc\u015f\u00fc, bilgisayarlar\u0131n belirli eylemler ger\u00e7ekle\u015ftirme amac\u0131yla dijital g\u00f6r\u00fcnt\u00fclerden ve videolardan bilgi \u00e7\u0131karmas\u0131na izin veren Yapay Zeka teknolojisinin birincil alan\u0131d\u0131r. Yapay Zekan\u0131n (AI) farkl\u0131 tan\u0131mlar\u0131 olsa da, genel olarak t\u00fcm kavramlar insan zekas\u0131n\u0131 makinelerle \u00e7o\u011faltmaya odaklan\u0131r.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-046040d elementor-widget elementor-widget-image\" data-id=\"046040d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"843\" height=\"476\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Doluluk-ve-bekleme-surelerini-tespit-etmek-icin-Restoranlarda-Bilgisayarli-Goru-1024x578.png\" class=\"attachment-large size-large wp-image-5012\" alt=\"Doluluk ve bekleme s\u00fcrelerini tespit etmek i\u00e7in Restoranlarda Bilgisayarl\u0131 G\u00f6r\u00fc\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Doluluk-ve-bekleme-surelerini-tespit-etmek-icin-Restoranlarda-Bilgisayarli-Goru-1024x578.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Doluluk-ve-bekleme-surelerini-tespit-etmek-icin-Restoranlarda-Bilgisayarli-Goru-300x169.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Doluluk-ve-bekleme-surelerini-tespit-etmek-icin-Restoranlarda-Bilgisayarli-Goru-768x433.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Doluluk-ve-bekleme-surelerini-tespit-etmek-icin-Restoranlarda-Bilgisayarli-Goru-18x10.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Doluluk-ve-bekleme-surelerini-tespit-etmek-icin-Restoranlarda-Bilgisayarli-Goru.png 1060w\" sizes=\"(max-width: 843px) 100vw, 843px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Doluluk ve bekleme s\u00fcrelerini tespit etmek i\u00e7in Restoranlarda Bilgisayarl\u0131 G\u00f6r\u00fc<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f396f04 elementor-widget elementor-widget-heading\" data-id=\"f396f04\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Bilgisayar g\u00f6r\u00fc\u015f\u00fc nas\u0131l \u00e7al\u0131\u015f\u0131r?\n<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-db47dc8 elementor-widget elementor-widget-text-editor\" data-id=\"db47dc8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Yapay g\u00f6rme teknolojileri, insan g\u00f6r\u00fc\u015f\u00fcn\u00fc taklit etmeyi ama\u00e7lar; dijital g\u00f6r\u00fcnt\u00fclerin veya videolar\u0131n i\u00e7indeki nesneleri ve sahneleri anlamak ve tan\u0131mak amac\u0131yla yorumlanmas\u0131n\u0131 i\u00e7erir.<\/p><p>Bu, insan g\u00f6rsel sisteminin i\u015fleyi\u015fini taklit eden bir yaz\u0131l\u0131m ve donan\u0131m kombinasyonu ile elde edilir. Yapay g\u00f6rmede kullan\u0131lan baz\u0131 yayg\u0131n y\u00f6ntemler, \u00f6r\u00fcnt\u00fc tan\u0131ma , \u00f6zellik \u00e7\u0131karma ve g\u00f6r\u00fcnt\u00fc i\u015flemedir.<\/p><p>AI vizyonu veya Computer Vision, bilgisayarlar\u0131n g\u00f6rsel bilgileri g\u00f6rmesini ve anlamas\u0131n\u0131 sa\u011flamak i\u00e7in bir dizi g\u00f6r\u00fcnt\u00fc i\u015fleme tekni\u011fi i\u00e7erir. Bilgisayarlar, geli\u015fmi\u015f bilgi i\u015flem g\u00f6revlerini yerine getiren ve optik sens\u00f6rler veya kameralar (&#8220;g\u00f6zler&#8221;) taraf\u0131ndan sa\u011flanan g\u00f6r\u00fcnt\u00fcleri veya videolar\u0131 analiz etmek i\u00e7in karma\u015f\u0131k algoritmalar uygulayan &#8220;beyinler&#8221; olarak hareket eder. Neredeyse herhangi bir kameran\u0131n herhangi bir g\u00f6r\u00fcnt\u00fcs\u00fc , yapay zeka g\u00f6r\u00fc\u015f algoritmalar\u0131n\u0131 uygulamak i\u00e7in kullan\u0131labilir.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6bc42d3 elementor-widget elementor-widget-heading\" data-id=\"6bc42d3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">\u00dcretimde Bilgisayarla G\u00f6r\u00fc\u015f\u00fc<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8b5fe5b elementor-widget elementor-widget-text-editor\" data-id=\"8b5fe5b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Bilgisayarlar\u0131n yapay zeka ile g\u00f6rmesini ve g\u00f6rsel sens\u00f6rler kullanarak fiziksel d\u00fcnyay\u0131 alg\u0131lamas\u0131n\u0131 sa\u011flama yetene\u011fi, operasyonlar\u0131 etkin bir \u015fekilde dijitalle\u015ftirmek ve otomatikle\u015ftirmek i\u00e7in ayr\u0131lmaz bir teknoloji haline geliyor. Son y\u0131llarda, makine \u00f6\u011frenimi teknolojileri, \u00f6zellikle derin \u00f6\u011frenme, end\u00fcstriler genelinde bilgisayarla g\u00f6rme uygulamalar\u0131nda b\u00fcy\u00fck ba\u015far\u0131 g\u00f6stermi\u015ftir.<\/p><p>\u00c7o\u011fu uygulama , bilgisayar g\u00f6r\u00fc\u015f\u00fcn\u00fc her yerde ve \u00f6l\u00e7ekte sunmak ve da\u011f\u0131tmak i\u00e7in IoT ( AIoT ), Bulut Bili\u015fim ve U\u00e7 Yapay Zeka ile Yapay Zekadan yararlan\u0131r. Yapay zeka g\u00f6r\u00fc\u015f teknolojisinden yararlanan bilgisayarlar, y\u00fcz tan\u0131ma ger\u00e7ekle\u015ftirebilir , el yaz\u0131s\u0131n\u0131 okuyabilir, nesneleri tan\u0131yabilir, insan hareketlerini s\u0131n\u0131fland\u0131rabilir, otomatik inceleme ger\u00e7ekle\u015ftirebilir veya g\u00f6r\u00fcnt\u00fc tan\u0131ma ile kritik durumlar\u0131 otomatik olarak alg\u0131layabilir.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d6cac6f elementor-widget elementor-widget-heading\" data-id=\"d6cac6f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">OpenCV ile Bilgisayarla G\u00f6r\u00fc Geli\u015ftirme<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-49fcba0 elementor-widget elementor-widget-text-editor\" data-id=\"49fcba0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>G\u00f6r\u00fcnt\u00fc \u0130\u015fleme \u00f6nemsiz de\u011fildir ve makul bir maliyetle iyi performans elde etmek , \u00f6l\u00e7eklenebilir bilgisayar g\u00f6r\u00fc\u015f\u00fcn\u00fcn temelidir. Kameralarla \u00e7al\u0131\u015f\u0131rken, g\u00f6r\u00fcnt\u00fc verileri fiziksel d\u00fcnyadaki varyasyonlardan (ayd\u0131nlatma, yans\u0131malar, hareket, lens kusurlar\u0131 (bozulma, g\u00f6r\u00fc\u015f alan\u0131), sens\u00f6r veya mekanik kurulumdan (a\u00e7\u0131, konum) kaynaklanan g\u00fcr\u00fclt\u00fc ve bozulmalar nedeniyle s\u0131kl\u0131kla bozulur.<\/p><p>Bu y\u0131ld\u0131r\u0131c\u0131 zorluklar\u0131n \u00fcstesinden gelmek i\u00e7in geli\u015ftiricilerin, veri ak\u0131\u015flar\u0131n\u0131n yolunu modelleyen geli\u015fmi\u015f bilgisayarl\u0131 g\u00f6r\u00fc i\u015flem hatlar\u0131 olu\u015fturmalar\u0131 gerekir. Bu uygulama mant\u0131\u011f\u0131, \u00e7er\u00e7eveleri elde etmekten \u00f6n i\u015flemeye (g\u00fcr\u00fclt\u00fc giderme, filtreleme, d\u00fczeltme, vb.) ve bunlar\u0131 bir veya birden \u00e7ok g\u00f6r\u00fcnt\u00fc algoritmas\u0131na aktarmaya kadar farkl\u0131 g\u00f6revleri birle\u015ftirir. OpenCV, geli\u015ftiricilerin bilgisayarla g\u00f6rme sorunlar\u0131n\u0131 \u00e7\u00f6zmeleri i\u00e7in standart bir ara\u00e7 seti sa\u011flar.<\/p><p>Baz\u0131 durumlarda, yapay zeka vizyonundaki daha karma\u015f\u0131k sorunlar\u0131 \u00e7\u00f6zmek i\u00e7in kitapl\u0131ktaki \u00fcst d\u00fczey i\u015flevler yeterli olacakt\u0131r. Bununla birlikte, geleneksel kod yazmak, i\u015f gereksinimleri veya y\u00f6netmelikler de\u011fi\u015ftik\u00e7e h\u0131zla karma\u015f\u0131k ve anla\u015f\u0131lmas\u0131, s\u00fcrd\u00fcr\u00fclmesi veya g\u00fcncellenmesi zor hale gelebilir.<\/p><p>Geli\u015ftirmeyi h\u0131zland\u0131rmak i\u00e7in Viso Suite platformu, OpenCV&#8217;nin yeteneklerinden yararlanmak i\u00e7in kodsuz teknoloji kullan\u0131r. Bu, geli\u015ftiricilerin g\u00f6rsel olarak mod\u00fcler yap\u0131 ta\u015flar\u0131 ile bilgisayar g\u00f6rme ard\u0131\u015f\u0131k d\u00fczenlerini olu\u015fturmalar\u0131na olanak tan\u0131r. Kodsuz d\u00fczenleyici ve otomatik yapay zeka model y\u00f6netimi, i\u015fbirli\u011fini kolayla\u015ft\u0131r\u0131r ve bilgisayarla g\u00f6rme i\u015flem hatlar\u0131n\u0131n olu\u015fturulmas\u0131n\u0131 ve s\u00fcrd\u00fcr\u00fclmesini \u00e7ok daha h\u0131zl\u0131 hale getirir. OpenCV&#8217;yi kodsuz kullanmak, hem vizyon uzmanlar\u0131na hem de temel bilgilere sahip yeni e\u011fitimli geli\u015ftiricilere fayda sa\u011flar.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-caf4d6e elementor-widget elementor-widget-heading\" data-id=\"caf4d6e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">OpenCV'nin g\u00f6r\u00fc\u015f yetenekleri\n<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ef52210 elementor-widget elementor-widget-text-editor\" data-id=\"ef52210\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>OpenCV muhtemelen g\u00f6r\u00fcnt\u00fc tan\u0131ma, 2B veya 3B analizden hareket izlemeye, y\u00fcz tan\u0131maya ve daha fazlas\u0131na kadar geni\u015f bir bilgisayarla g\u00f6rme g\u00f6revlerinde kullan\u0131lan en \u00e7ok y\u00f6nl\u00fc bilgisayarla g\u00f6rme arac\u0131d\u0131r. A\u015fa\u011f\u0131da, en belirgin yetenekleri vurgulayaca\u011f\u0131z:\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c2c1f6b elementor-widget elementor-widget-heading\" data-id=\"c2c1f6b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">1. Ger\u00e7ek zamanl\u0131 nesne alg\u0131lama\n<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-56da54c elementor-widget elementor-widget-text-editor\" data-id=\"56da54c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Nesne alg\u0131lama teknolojisi, g\u00f6r\u00fcnt\u00fc tan\u0131may\u0131 uygulamak ve video verilerindeki veya g\u00f6r\u00fcnt\u00fclerdeki arabalar, insanlar, hayvanlar ve end\u00fcstriyel \u00fcretimdeki belirli par\u00e7alar veya ekipmanlar gibi belirli nesneleri bulmak i\u00e7in kullan\u0131l\u0131r.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e5330c4 elementor-widget elementor-widget-image\" data-id=\"e5330c4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"843\" height=\"474\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/OpenCV-ile-ML-Tabanli-Coklu-Nesne-Algilama-1024x576.webp\" class=\"attachment-large size-large wp-image-5013\" alt=\"OpenCV ile ML Tabanl\u0131 \u00c7oklu Nesne Alg\u0131lama\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/OpenCV-ile-ML-Tabanli-Coklu-Nesne-Algilama-1024x576.webp 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/OpenCV-ile-ML-Tabanli-Coklu-Nesne-Algilama-300x169.webp 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/OpenCV-ile-ML-Tabanli-Coklu-Nesne-Algilama-768x432.webp 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/OpenCV-ile-ML-Tabanli-Coklu-Nesne-Algilama-18x10.webp 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/OpenCV-ile-ML-Tabanli-Coklu-Nesne-Algilama.webp 1060w\" sizes=\"(max-width: 843px) 100vw, 843px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">OpenCV ile ML Tabanl\u0131 \u00c7oklu Nesne Alg\u0131lama<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-94eb760 elementor-widget elementor-widget-heading\" data-id=\"94eb760\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">2. G\u00f6r\u00fcnt\u00fc segmentasyonu\n<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-02c1721 elementor-widget elementor-widget-text-editor\" data-id=\"02c1721\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>G\u00f6r\u00fcnt\u00fc b\u00f6l\u00fcmleme, bir g\u00f6r\u00fcnt\u00fcy\u00fc farkl\u0131 b\u00f6l\u00fcmlere ay\u0131rmak i\u00e7in g\u00f6r\u00fcnt\u00fc i\u015fleme algoritmalar\u0131n\u0131 uygular. Segmentasyon genellikle g\u00f6r\u00fcnt\u00fcy\u00fc basitle\u015ftirmek, de\u011fi\u015ftirmek veya geli\u015ftirmek i\u00e7in uygulan\u0131r ve genellikle sonraki bilgisayarla g\u00f6rme g\u00f6revleriyle birle\u015ftirilir. Bir \u00f6rnek, yolu belirlemek i\u00e7in g\u00f6r\u00fcnt\u00fc b\u00f6l\u00fcmlemenin kullan\u0131ld\u0131\u011f\u0131 otonom s\u00fcr\u00fc\u015ft\u00fcr.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2d275e5 elementor-widget elementor-widget-heading\" data-id=\"2d275e5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">3. Hareket ve mimik tan\u0131ma<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ed96282 elementor-widget elementor-widget-text-editor\" data-id=\"ed96282\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u0130nsan pozu ve jest tan\u0131ma, video analizi yoluyla insan hareketlerini yorumlamak ve anlamak i\u00e7in kullan\u0131l\u0131r. V\u00fccut, el veya y\u00fcz hareketleri tan\u0131nabilir ve \u00f6nceden tan\u0131mlanm\u0131\u015f bir kategori atamak i\u00e7in kategorize edilebilir. Hareket analizi, v\u00fccut hareketlerini referans anahtar noktalarla (eklemler, uzuvlar) analiz etmek i\u00e7in genellikle poz tahmininin bir par\u00e7as\u0131d\u0131r. Nesne pozunun hesaplanmas\u0131, nesnenin 3 boyutlu bir alanda nas\u0131l konumland\u0131\u011f\u0131n\u0131, \u00f6rne\u011fin nas\u0131l d\u00f6nd\u00fcr\u00fcld\u00fc\u011f\u00fcn\u00fc anlamak i\u00e7in bir y\u00f6ntem sa\u011flar.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-78b719f elementor-widget elementor-widget-image\" data-id=\"78b719f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"843\" height=\"561\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Kilit-noktalari-kullanarak-poz-tahmini-ile-hareket-analizi-1024x682.jpg\" class=\"attachment-large size-large wp-image-5014\" alt=\"Kilit noktalar\u0131 kullanarak poz tahmini ile hareket analizi\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Kilit-noktalari-kullanarak-poz-tahmini-ile-hareket-analizi-1024x682.jpg 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Kilit-noktalari-kullanarak-poz-tahmini-ile-hareket-analizi-300x200.jpg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Kilit-noktalari-kullanarak-poz-tahmini-ile-hareket-analizi-768x512.jpg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Kilit-noktalari-kullanarak-poz-tahmini-ile-hareket-analizi-18x12.jpg 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Kilit-noktalari-kullanarak-poz-tahmini-ile-hareket-analizi.jpg 1060w\" sizes=\"(max-width: 843px) 100vw, 843px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Kilit noktalar\u0131 kullanarak poz tahmini ile hareket analizi<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b5f1e74 elementor-widget elementor-widget-heading\" data-id=\"b5f1e74\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">4. Y\u00fcz Tan\u0131ma<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9ab1bfc elementor-widget elementor-widget-text-editor\" data-id=\"9ab1bfc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Otomatik y\u00fcz tan\u0131ma, bir insan y\u00fcz\u00fcn\u00fc alg\u0131layarak ve onu alg\u0131lanan y\u00fcz \u00f6zelliklerine dayal\u0131 bir veri taban\u0131yla e\u015fle\u015ftirerek insanlar\u0131 tan\u0131mlamak i\u00e7in kullan\u0131l\u0131r. OpenCV&#8217;nin FaceRecognizer&#8217;\u0131, ger\u00e7ek uygulamalarda kullanmak i\u00e7in bir dizi pop\u00fcler y\u00fcz tan\u0131ma algoritmas\u0131 sa\u011flar.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-615a0fc elementor-widget elementor-widget-image\" data-id=\"615a0fc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"642\" height=\"356\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Goruntu-Isleme-ile-yuz-tanima.webp\" class=\"attachment-large size-large wp-image-5015\" alt=\"G\u00f6r\u00fcnt\u00fc \u0130\u015fleme ile y\u00fcz tan\u0131ma\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Goruntu-Isleme-ile-yuz-tanima.webp 642w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Goruntu-Isleme-ile-yuz-tanima-300x166.webp 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/Goruntu-Isleme-ile-yuz-tanima-18x10.webp 18w\" sizes=\"(max-width: 642px) 100vw, 642px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">G\u00f6r\u00fcnt\u00fc \u0130\u015fleme ile y\u00fcz tan\u0131ma<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5203563 elementor-widget elementor-widget-heading\" data-id=\"5203563\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">5. Art\u0131r\u0131lm\u0131\u015f Ger\u00e7eklik<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-48e8695 elementor-widget elementor-widget-text-editor\" data-id=\"48e8695\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Art\u0131r\u0131lm\u0131\u015f ger\u00e7eklik (AR), ger\u00e7ek d\u00fcnya ile sanal d\u00fcnya aras\u0131nda ger\u00e7ek zamanl\u0131 etkile\u015fime izin verir. Bu nedenle, art\u0131r\u0131lm\u0131\u015f ger\u00e7eklik, \u00e7evremizdeki fiziksel d\u00fcnyay\u0131 bilgisayar taraf\u0131ndan \u00fcretilen alg\u0131sal bilgilerle zenginle\u015ftirmeyi ama\u00e7lar.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fac1ff7 elementor-widget elementor-widget-heading\" data-id=\"fac1ff7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">OpenCV ile olu\u015fturulmu\u015f uygulamalar<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c2e907c elementor-widget elementor-widget-text-editor\" data-id=\"c2e907c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u00c7o\u011fu insan, bilgisayar g\u00f6r\u00fc\u015f\u00fcn\u00fcn g\u00fcvenlik ve g\u00f6zetimde yayg\u0131n olarak pop\u00fcler oldu\u011funun fark\u0131ndad\u0131r. Baz\u0131 insanlar g\u00fcvenlik izleme, insans\u0131z u\u00e7an ara\u00e7lar (dronlar) veya biyomedikal analizlerdeki ni\u015f uygulamalar\u0131n fark\u0131ndad\u0131r. Ancak \u00e7ok az\u0131 end\u00fcstriyel imalatta yapay g\u00f6rmenin ne kadar yayg\u0131n hale geldi\u011finin fark\u0131ndad\u0131r &#8211; seri \u00fcretilen neredeyse her \u015fey bir noktada bilgisayar g\u00f6r\u00fc\u015f\u00fc kullan\u0131larak otomatik olarak denetlenmektedir.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-99b1b25 elementor-widget elementor-widget-heading\" data-id=\"99b1b25\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">OpenCV ile olu\u015fturulmu\u015f kullan\u0131m \u00f6rnekleri<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-44afa41 elementor-widget elementor-widget-text-editor\" data-id=\"44afa41\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>OpenCV bir geli\u015ftirme kiti oldu\u011fundan, OpenCV ile olu\u015fturabilece\u011finiz say\u0131s\u0131z kullan\u0131m durumu vard\u0131r:<\/p><ul><li>Say\u0131m ve nesne takibi i\u00e7in nesnelerin tan\u0131nmas\u0131<\/li><li>\u0130nsan te\u015fhisini desteklemek i\u00e7in t\u0131bbi g\u00f6r\u00fcnt\u00fclerin analizi (T\u0131bbi G\u00f6r\u00fcnt\u00fcleme)<\/li><li>YZ vizyonu ile TV g\u00f6r\u00fcnt\u00fclerindeki reklamlar\u0131n tan\u0131nmas\u0131 veya logo tan\u0131ma<\/li><li>Spor ve kondisyonda oyuncu takibi , sahne tan\u0131ma ve y\u00fcr\u00fctme kalitesi analizi<\/li><li>Havaalanlar\u0131 gibi halka a\u00e7\u0131k yerlerdeki insan say\u0131s\u0131n\u0131 sayma (Kalabal\u0131k analizi)<\/li><li>Ak\u0131ll\u0131, g\u00f6r\u00fcnt\u00fc tabanl\u0131 aray\u00fczler i\u00e7in robotik otomasyon (Ak\u0131ll\u0131 Ekranlar)<\/li><li>Her zaman a\u00e7\u0131k bilgisayar g\u00f6r\u00fc\u015f\u00fc ile otomatik inceleme ve video analizi (\u00f6rne\u011fin, havac\u0131l\u0131kta havaalanlar\u0131nda).<\/li><li>Dijital platformlarda, web tabanl\u0131 uygulamalarda g\u00f6rsel arama<\/li><li>\u00dcretim s\u00fcre\u00e7lerinde kusurlar\u0131 veya hatalar\u0131 tespit etme (Ak\u0131ll\u0131 Fabrika)<\/li><li>Karayolu \u00fczerindeki ara\u00e7 say\u0131s\u0131n\u0131 sayma (Trafik Analizi)<\/li><li>Fiziksel \u015fiddeti, sald\u0131r\u0131lar\u0131 ve trafik ihlallerini tespit etmek i\u00e7in CCTV kamera uygulamalar\u0131 (Ak\u0131ll\u0131 \u015eehir)\u00a0<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8b88105 elementor-widget elementor-widget-heading\" data-id=\"8b88105\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Nereden ba\u015flamal\u0131?<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0b00e14 elementor-widget elementor-widget-text-editor\" data-id=\"0b00e14\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Bilgisayarla G\u00f6rme, k\u0131smen hem daha ucuz hem de daha ta\u015f\u0131nabilir kameralar, azalan i\u015fleme maliyetleri ve derin \u00f6\u011frenmeye dayal\u0131 h\u0131zla geli\u015fen g\u00f6rme algoritmalar\u0131 nedeniyle h\u0131zla b\u00fcy\u00fcyen bir aland\u0131r. Ger\u00e7ek zamanl\u0131 vizyona odaklanan OpenCV, profesyonellerin ve ara\u015ft\u0131rmac\u0131lar\u0131n projeleri konseptten \u00fcretime verimli bir \u015fekilde uygulamalar\u0131na yard\u0131mc\u0131 olur.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-761d9e8 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"761d9e8\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-e80dcf4\" data-id=\"e80dcf4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1bb0df0 elementor-widget elementor-widget-image\" data-id=\"1bb0df0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/egemen-kaya\/\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"1080\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar.png\" class=\"attachment-full size-full wp-image-3715\" alt=\"yapay-zeka-yazar\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar.png 1080w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-300x300.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-1024x1024.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-150x150.png 150w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-768x768.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-12x12.png 12w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e0ed6c2 elementor-widget elementor-widget-heading\" data-id=\"e0ed6c2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/aix.web.tr\/yapay-zeka-ghb-dil-edinim-modeli\/\">Dil Edinim Modeli<\/a><\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-254f09b elementor-widget elementor-widget-heading\" data-id=\"254f09b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Yapay Zeka Edit\u00f6r<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ff3bf47 elementor-shape-circle elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"ff3bf47\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"social-icons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-social-icons-wrapper elementor-grid\">\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-globe elementor-repeater-item-77a48c2\" href=\"https:\/\/aix.web.tr\/yapay-zeka-ghb-dil-edinim-modeli\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Globe<\/span>\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-globe\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-710ea95\" data-id=\"710ea95\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fe3a0ce elementor-widget elementor-widget-heading\" data-id=\"fe3a0ce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Bunlar ilginizi \u00e7ekebilir!<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-85bc881 premium-blog-align-left elementor-widget elementor-widget-premium-addon-blog\" data-id=\"85bc881\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;premium_blog_columns_number&quot;:&quot;33.33%&quot;,&quot;premium_blog_grid&quot;:&quot;yes&quot;,&quot;premium_blog_layout&quot;:&quot;even&quot;,&quot;premium_blog_columns_number_tablet&quot;:&quot;50%&quot;,&quot;premium_blog_columns_number_mobile&quot;:&quot;100%&quot;}\" data-widget_type=\"premium-addon-blog.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\n\n\t\t\t\t<div class=\"premium-blog-wrap  premium-blog-even\" data-page=\"5006\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"158\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-300x158.jpeg\" class=\"attachment-medium size-medium wp-image-6899\" alt=\"ChatGPT&apos;den Claude&apos;a Neden Ge\u00e7iliyor?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-300x158.jpeg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-1024x538.jpeg 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-768x403.jpeg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-1536x806.jpeg 1536w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-2048x1075.jpeg 2048w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-18x9.jpeg 18w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/chatgptden-claudea-neden-geciliyor\/\" target=\"_self\"><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/chatgptden-claudea-neden-geciliyor\/\" target=\"_self\">\n\t\t\t\tChatGPT&#8217;den Claude&#8217;a Neden Ge\u00e7iliyor?\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"167\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-300x167.png\" class=\"attachment-medium size-medium wp-image-6890\" alt=\"Google Gemini Nedir Kapsaml\u0131 Rehber ve \u00d6zellikler\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-300x167.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-1024x572.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-768x429.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-18x10.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler.png 1376w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/google-gemini-nedir-rehberi\/\" target=\"_self\"><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/google-gemini-nedir-rehberi\/\" target=\"_self\">\n\t\t\t\tGoogle Gemini Nedir? Kapsaml\u0131 Rehber ve \u00d6zellikler\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"167\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-300x167.png\" class=\"attachment-medium size-medium wp-image-6883\" alt=\"Yapay Zeka Ulusal Altyap\u0131 m\u0131 Oluyor Stratejik G\u00fc\u00e7 Sava\u015f\u0131\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-300x167.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-1024x572.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-768x429.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-18x10.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi.png 1376w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-ulusal-altyapi-yonetimi\/\" target=\"_self\"><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-ulusal-altyapi-yonetimi\/\" target=\"_self\">\n\t\t\t\tYapay Zeka Ulusal Altyap\u0131 m\u0131 Oluyor? Stratejik G\u00fc\u00e7 Sava\u015f\u0131\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>OpenCV nedir? Detayl\u0131 K\u0131lavuz (2023) OpenCV nedir? OpenCV, G\u00f6r\u00fcnt\u00fc \u0130\u015fleme End\u00fcstrisinde neden bu kadar pop\u00fcler? Bug\u00fcn OpenCV, g\u00f6r\u00fcnt\u00fc i\u015fleme i\u00e7in fiili standart ara\u00e7t\u0131r. Bu nedenle,&hellip;<\/p>","protected":false},"author":1,"featured_media":5008,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13,84],"tags":[85,17,7],"class_list":["post-5006","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","category-egitim","tag-opencv","tag-yapay-zeka","tag-yapay-zeka-arastirma"],"_links":{"self":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/5006","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/comments?post=5006"}],"version-history":[{"count":0,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/5006\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media\/5008"}],"wp:attachment":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media?parent=5006"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/categories?post=5006"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/tags?post=5006"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}