{"id":3542,"date":"2023-08-23T06:05:46","date_gmt":"2023-08-23T06:05:46","guid":{"rendered":"https:\/\/noveltybilisim.com.tr\/blog\/?p=3542"},"modified":"2023-09-25T07:27:48","modified_gmt":"2023-09-25T07:27:48","slug":"karakter-okuma-teknolojisi-ocr-nedir","status":"publish","type":"post","link":"https:\/\/noveltybilisim.com.tr\/blog\/karakter-okuma-teknolojisi-ocr-nedir\/","title":{"rendered":"Karakter Okuma Teknolojisi (OCR) Nedir?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3542\" class=\"elementor elementor-3542\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9025d7a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9025d7a\" data-element_type=\"section\">\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-194d56b\" data-id=\"194d56b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9080b83 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"9080b83\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.13.2 - 11-05-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><strong>Karakter Okuma Teknolojisi (OCR) ,<\/strong> otomatik veri \u00e7\u0131karma ve depolama yeteneklerini kullanarak zaman, maliyet ve di\u011fer kaynaklardan tasarruf sa\u011flayan verimli bir i\u015f s\u00fcrecidir.<\/p><p>\u00a0<\/p><p>(OCR) bazen metin tan\u0131ma olarak da adland\u0131r\u0131l\u0131r. Bir OCR program\u0131 taranm\u0131\u015f belgelerden, kamera g\u00f6r\u00fcnt\u00fclerinden ve yaln\u0131zca g\u00f6r\u00fcnt\u00fc i\u00e7eren pdf&#8217;lerden verileri \u00e7\u0131kar\u0131r ve yeniden kullan\u0131r.<\/p><p><b>OCR yaz\u0131l\u0131m\u0131 g\u00f6r\u00fcnt\u00fcdeki harfleri se\u00e7er, bunlar\u0131 kelimelere d\u00f6n\u00fc\u015ft\u00fcr\u00fcr ve ard\u0131ndan kelimeleri c\u00fcmlelere d\u00f6n\u00fc\u015ft\u00fcr\u00fcr,<\/b> b\u00f6ylece orijinal i\u00e7eri\u011fe eri\u015fim ve d\u00fczenleme sa\u011flar. Ayr\u0131ca manuel veri giri\u015fi ihtiyac\u0131n\u0131 da ortadan kald\u0131r\u0131r.<\/p><p>OCR sistemleri fiziksel, bas\u0131l\u0131 belgeleri makine taraf\u0131ndan okunabilir metne d\u00f6n\u00fc\u015ft\u00fcrmek i\u00e7in donan\u0131m ve yaz\u0131l\u0131m\u0131n bir kombinasyonunu kullan\u0131r. <b>Donan\u0131m &#8211; optik taray\u0131c\u0131 veya \u00f6zel devre<br \/>kart\u0131 gibi metni kopyalar veya okur; daha sonra, yaz\u0131l\u0131m tipik olarak geli\u015fmi\u015f i\u015flemeyi ger\u00e7ekle\u015ftirir.<\/b><\/p><p>OCR yaz\u0131l\u0131m\u0131, dilleri veya el yaz\u0131s\u0131 stillerini tan\u0131mlamak gibi daha geli\u015fmi\u015f <b>ak\u0131ll\u0131 karakter tan\u0131ma (ICR)<\/b> y\u00f6ntemlerini uygulamak i\u00e7in yapay zekadan yararlanabilir. OCR i\u015flemi en yayg\u0131n olarak bas\u0131l\u0131 kopya yasal veya tarihi belgeleri pdf belgelerine d\u00f6n\u00fc\u015ft\u00fcrmek i\u00e7in kullan\u0131l\u0131r, b\u00f6ylece kullan\u0131c\u0131lar belgeleri bir kelime i\u015flemci ile olu\u015fturulmu\u015f gibi d\u00fczenleyebilir, bi\u00e7imlendirebilir ve arayabilir.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1bc05b2 elementor-widget elementor-widget-spacer\" data-id=\"1bc05b2\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.13.2 - 11-05-2023 *\/\n.elementor-column .elementor-spacer-inner{height:var(--spacer-size)}.e-con{--container-widget-width:100%}.e-con-inner>.elementor-widget-spacer,.e-con>.elementor-widget-spacer{width:var(--container-widget-width,var(--spacer-size));--align-self:var(--container-widget-align-self,initial);--flex-shrink:0}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container,.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer,.e-con>.elementor-widget-spacer>.elementor-widget-container,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer{height:100%}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner{height:var(--container-widget-height,var(--spacer-size))}<\/style>\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-e083605 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e083605\" data-element_type=\"section\">\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-50 elementor-inner-column elementor-element elementor-element-74975e2\" data-id=\"74975e2\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-35a68d7 elementor-widget elementor-widget-image\" data-id=\"35a68d7\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.13.2 - 11-05-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\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=\"867\" height=\"585\" src=\"https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/Artboard-1.png\" class=\"attachment-full size-full wp-image-3617\" alt=\"OCR(Optik Karakter Tan\u0131ma) Nas\u0131l \u00c7al\u0131\u015f\u0131r?\" loading=\"lazy\" srcset=\"https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/Artboard-1.png 867w, https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/Artboard-1-300x202.png 300w, https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/Artboard-1-768x518.png 768w, https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/Artboard-1-860x580.png 860w\" sizes=\"(max-width: 867px) 100vw, 867px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">OCR(Optik Karakter Tan\u0131ma) Nas\u0131l \u00c7al\u0131\u015f\u0131r?<\/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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-d5ebb70\" data-id=\"d5ebb70\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-e7d2139 elementor-widget elementor-widget-spacer\" data-id=\"e7d2139\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-248eb7e elementor-widget elementor-widget-heading\" data-id=\"248eb7e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.13.2 - 11-05-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">Nas\u0131l \u00c7al\u0131\u015f\u0131r?<br><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-10d5b7a elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"10d5b7a\" data-element_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<div data-pm-slice=\"1 1 []\" data-en-clipboard=\"true\"><p style=\"margin-bottom: 0px;\">Karakter Okuma Teknolojisi (OCR) bir belgenin fiziksel formunu i\u015flemek i\u00e7in bir taray\u0131c\u0131 kullan\u0131r. T\u00fcm sayfalar kopyaland\u0131ktan sonra, OCR yaz\u0131l\u0131m\u0131 belgeyi iki renkli veya siyah-beyaz bir versiyona d\u00f6n\u00fc\u015ft\u00fcr\u00fcr.\u00a0<\/p><p style=\"margin-bottom: 0px;\">\u00a0<\/p><p style=\"margin-bottom: 0px;\">Taranan g\u00f6r\u00fcnt\u00fc veya bitmap a\u00e7\u0131k ve koyu alanlar i\u00e7in analiz edilir ve koyu alanlar tan\u0131nmas\u0131 gereken karakterler olarak tan\u0131mlan\u0131rken, a\u00e7\u0131k alanlar arka plan olarak tan\u0131mlan\u0131r. Koyu alanlar daha sonra alfabetik harfleri veya say\u0131sal rakamlar\u0131 bulmak i\u00e7in i\u015flenir. Bu a\u015fama tipik olarak her seferinde bir karakter, kelime veya metin blo\u011funun hedeflenmesini i\u00e7erir. Karakterler daha sonra iki algoritmadan biri kullan\u0131larak tan\u0131mlan\u0131r &#8211; \u00f6r\u00fcnt\u00fc tan\u0131ma veya \u00f6zellik tan\u0131ma.<\/p><p style=\"margin-bottom: 0px;\">\u00a0<\/p><p style=\"margin-bottom: 0px;\"><b>\u00d6r\u00fcnt\u00fc tan\u0131ma, <\/b>taranan belge veya g\u00f6r\u00fcnt\u00fc dosyas\u0131ndaki karakterleri kar\u015f\u0131la\u015ft\u0131rmak ve tan\u0131mak i\u00e7in OCR program\u0131na \u00e7e\u015fitli yaz\u0131 tipleri ve bi\u00e7imlerdeki metin \u00f6rnekleri verildi\u011finde kullan\u0131l\u0131r.<\/p><p style=\"margin-bottom: 0px;\">\u00a0<\/p><p style=\"margin-bottom: 0px;\"><b>\u00d6zellik alg\u0131lama, OCR taranan belgedeki karakterleri tan\u0131mak i\u00e7in belirli bir harfin veya say\u0131n\u0131n \u00f6zelliklerine ili\u015fkin kurallar\u0131 uygulad\u0131\u011f\u0131nda ger\u00e7ekle\u015fir.<\/b> \u00d6zellikler, bir karakterdeki a\u00e7\u0131l\u0131 \u00e7izgilerin, \u00e7apraz \u00e7izgilerin veya e\u011frilerin say\u0131s\u0131n\u0131 i\u00e7erir. \u00d6rne\u011fin, b\u00fcy\u00fck &#8220;A&#8221; harfi, ortada yatay bir \u00e7izgi ile birle\u015fen iki \u00e7apraz \u00e7izgi olarak saklan\u0131r. Bir karakter tan\u0131mland\u0131\u011f\u0131nda, bilgisayar sistemlerinin daha fazla i\u015flem yapmak i\u00e7in kulland\u0131\u011f\u0131 bir ASCII koduna (American Standard Code for Information Interchange) d\u00f6n\u00fc\u015ft\u00fcr\u00fcl\u00fcr.<\/p><p style=\"margin-bottom: 0px;\">\u00a0<\/p><p style=\"margin-bottom: 0px;\">Bir OCR program\u0131 ayr\u0131ca bir belge g\u00f6r\u00fcnt\u00fcs\u00fcn\u00fcn yap\u0131s\u0131n\u0131 da analiz eder. Sayfay\u0131 metin bloklar\u0131, tablolar veya resimler gibi \u00f6\u011felere b\u00f6ler. Sat\u0131rlar \u00f6nce kelimelere sonra da karakterlere ayr\u0131l\u0131r. Karakterler se\u00e7ildikten sonra, program bunlar\u0131 bir dizi desen g\u00f6r\u00fcnt\u00fcs\u00fcyle kar\u015f\u0131la\u015ft\u0131r\u0131r. <b>T\u00fcm olas\u0131 e\u015fle\u015fmeleri i\u015fledikten sonra, program size tan\u0131nan metni sunar.<\/b><\/p><\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2b4a463 elementor-widget elementor-widget-spacer\" data-id=\"2b4a463\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-e532ddb elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e532ddb\" data-element_type=\"section\">\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-50 elementor-inner-column elementor-element elementor-element-41d4ab1\" data-id=\"41d4ab1\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-653fa78 elementor-widget elementor-widget-image\" data-id=\"653fa78\" data-element_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\t<a href=\"https:\/\/noveltybilisim.com.tr\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1734\" height=\"1170\" src=\"https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/Artboard-1-copy@2x.png\" class=\"attachment-full size-full wp-image-3638\" alt=\"Karakter Tan\u0131ma Teknolojisi Kullan\u0131n\" loading=\"lazy\" srcset=\"https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/Artboard-1-copy@2x.png 1734w, https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/Artboard-1-copy@2x-300x202.png 300w, https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/Artboard-1-copy@2x-1024x691.png 1024w, https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/Artboard-1-copy@2x-768x518.png 768w, https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/Artboard-1-copy@2x-1536x1036.png 1536w, https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/Artboard-1-copy@2x-860x580.png 860w\" sizes=\"(max-width: 1734px) 100vw, 1734px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Karakter Tan\u0131ma Teknolojisi Kullan\u0131n<\/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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-4c4082d\" data-id=\"4c4082d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-8715415 elementor-widget elementor-widget-spacer\" data-id=\"8715415\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e81630 elementor-widget elementor-widget-heading\" data-id=\"4e81630\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Yararlar\u0131<br><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b65d7cf elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"b65d7cf\" data-element_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<div data-pm-slice=\"1 1 []\" data-en-clipboard=\"true\">\n<p style=\"margin-bottom: 0px;\">Karakter Okuma Teknolojisinin (OCR)&nbsp; temel faydas\u0131, zahmetsiz metin aramalar\u0131, d\u00fczenleme ve depolama sa\u011flayarak veri giri\u015f s\u00fcrecini basitle\u015ftirmesidir. OCR, i\u015fletmelerin ve bireylerin dosyalar\u0131 bilgisayarlar\u0131nda, diz\u00fcst\u00fc bilgisayarlar\u0131nda ve di\u011fer cihazlar\u0131nda saklamalar\u0131na olanak tan\u0131yarak t\u00fcm belgelere s\u00fcrekli eri\u015fim sa\u011flar.<\/p><p style=\"margin-bottom: 0px;\"><br><\/p>\n<p style=\"margin-bottom: 0px;\">\n<\/p><p style=\"margin-bottom: 0px;\">\n<\/p><p style=\"margin-bottom: 0px;\">\n<\/p><p style=\"margin-bottom: 0px;\">\n<\/p><p style=\"margin-bottom: 0px;\"><b>OCR teknolojisini kullan\u0131m alanlar\u0131 ve faydalar\u0131 aras\u0131nda a\u015fa\u011f\u0131dakiler yer al\u0131r:<\/b><\/p><p style=\"margin-bottom: 0px;\"><b><br><\/b><\/p>\n<p style=\"margin-bottom: 0px;\">\n<\/p><p style=\"margin-bottom: 0px;\">\n<\/p><p style=\"margin-bottom: 0px;\">\n<\/p><ul>\n<li>\u00c7ekler, pasaportlar, faturalar, banka ekstreleri ve makbuzlar gibi ticari belgeler<\/li>\n<li>Otomatik plaka tan\u0131ma&nbsp;<\/li>\n<li>Havaalanlar\u0131nda pasaport tan\u0131ma ve bilgi \u00e7\u0131karma&nbsp;<\/li>\n<li>Sigorta belgelerinden \u00f6nemli bilgilerin otomatik olarak \u00e7\u0131kar\u0131lmas\u0131<\/li>\n<li>Trafik i\u015fareti tan\u0131ma&nbsp;<\/li>\n<li>Kartvizit bilgilerini bir ki\u015fi listesine \u00e7\u0131karma&nbsp;<\/li>\n<li>Bas\u0131l\u0131 belgelerin metinsel versiyonlar\u0131n\u0131n olu\u015fturulmas\u0131, \u00f6rne\u011fin Project Gutenberg i\u00e7in kitap tarama&nbsp;<\/li>\n<li>Bas\u0131l\u0131 belgelerin elektronik g\u00f6r\u00fcnt\u00fclerinin aranabilir hale getirilmesi, \u00f6rne\u011fin Google Books<\/li>\n<li>Bir bilgisayar\u0131 kontrol etmek i\u00e7in el yaz\u0131s\u0131n\u0131 ger\u00e7ek zamanl\u0131 olarak d\u00f6n\u00fc\u015ft\u00fcrme (kalem bili\u015fim)&nbsp;<\/li>\n<li>CAPTCHA anti-bot sistemlerini yenmek veya sa\u011flaml\u0131\u011f\u0131n\u0131 test etmek, ancak bunlar \u00f6zellikle OCR&#8217;yi \u00f6nlemek i\u00e7in tasarlanm\u0131\u015ft\u0131r.&nbsp;<\/li>\n<li>K\u00f6r ve g\u00f6rme engelli kullan\u0131c\u0131lar i\u00e7in yard\u0131mc\u0131 teknoloji&nbsp;<\/li>\n<li>Ger\u00e7ek zamanl\u0131 olarak de\u011fi\u015ftik\u00e7e ara\u00e7 tasar\u0131m\u0131na uygun CAD g\u00f6r\u00fcnt\u00fclerini bir veritaban\u0131nda tan\u0131mlayarak ara\u00e7lar i\u00e7in talimatlar yazmak&nbsp;<\/li>\n<li>Taranan belgeleri PDF&#8217;e d\u00f6n\u00fc\u015ft\u00fcrerek aranabilir hale getirme&nbsp;<\/li>\n<li>Maliyetleri azaltmak&nbsp;<\/li>\n<li>\u0130\u015f ak\u0131\u015flar\u0131n\u0131 h\u0131zland\u0131rmak&nbsp;<\/li>\n<li>Belge y\u00f6nlendirme ve i\u00e7erik i\u015flemeyi otomatikle\u015ftirmek&nbsp;<\/li>\n<li>Verileri merkezile\u015ftirin ve g\u00fcvence alt\u0131na almak (yang\u0131n, h\u0131rs\u0131zl\u0131k veya arka kasalarda kaybolan belgeler yok)&nbsp;<\/li>\n<li>\u00c7al\u0131\u015fanlar\u0131n en g\u00fcncel ve do\u011fru bilgilere sahip olmas\u0131n\u0131 sa\u011flayarak hizmeti iyile\u015ftirmek<\/li>\n<\/ul>\n<\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a16c9eb elementor-widget elementor-widget-spacer\" data-id=\"a16c9eb\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-336b424 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"336b424\" data-element_type=\"section\">\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-50 elementor-inner-column elementor-element elementor-element-8c74963\" data-id=\"8c74963\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1f82c74 elementor-widget elementor-widget-image\" data-id=\"1f82c74\" data-element_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=\"1734\" height=\"1170\" src=\"https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/OCR-Kullanim-ornekleri.png\" class=\"attachment-full size-full wp-image-3645\" alt=\"OCR(Optik Karakter Tan\u0131ma) Kullan\u0131m \u00d6rnekleri\" loading=\"lazy\" srcset=\"https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/OCR-Kullanim-ornekleri.png 1734w, https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/OCR-Kullanim-ornekleri-300x202.png 300w, https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/OCR-Kullanim-ornekleri-1024x691.png 1024w, https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/OCR-Kullanim-ornekleri-768x518.png 768w, https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/OCR-Kullanim-ornekleri-1536x1036.png 1536w, https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/OCR-Kullanim-ornekleri-860x580.png 860w\" sizes=\"(max-width: 1734px) 100vw, 1734px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">OCR(Optik Karakter Tan\u0131ma) Kullan\u0131m \u00d6rnekleri<\/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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-29b9af7\" data-id=\"29b9af7\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-a805353 elementor-widget elementor-widget-spacer\" data-id=\"a805353\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e81222d elementor-widget elementor-widget-heading\" data-id=\"e81222d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Kullan\u0131m Alanlar\u0131<div data-pm-slice=\"1 1 [&quot;ul&quot;,null,&quot;li&quot;,{&quot;style&quot;:null,&quot;checked&quot;:null,&quot;value&quot;:null,&quot;displayValue&quot;:null,&quot;backgroundColor&quot;:null,&quot;color&quot;:null,&quot;listStyleType&quot;:null}]\" data-en-clipboard=\"true\"><span style=\"color: var(--h2-fcolor); font-family: var( --e-global-typography-primary-font-family ), Sans-serif; font-size: var(--h2-fsize); font-style: var(--h2-fstyle); font-weight: var( --e-global-typography-primary-font-weight ); letter-spacing: var(--h2-fspace); text-transform: var(--h2-transform); background-color: var(--solid-white);\"><\/span><br><span style=\"color: var(--h2-fcolor); font-family: var( --e-global-typography-primary-font-family ), Sans-serif; font-size: var(--h2-fsize); font-style: var(--h2-fstyle); font-weight: var( --e-global-typography-primary-font-weight ); letter-spacing: var(--h2-fspace); text-transform: var(--h2-transform); background-color: var(--solid-white);\"><\/span><\/div><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6d50fa5 elementor-widget elementor-widget-text-editor\" data-id=\"6d50fa5\" data-element_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<p style=\"margin-bottom: 0px; margin-left: 0px;\"><b>Karakter Okuma Teknolojisi (OCR) i\u00e7in en iyi bilinen kullan\u0131m alan\u0131,<\/b><span style=\"font-weight: normal;\"> bas\u0131l\u0131 ka\u011f\u0131t belgeleri makine taraf\u0131ndan okunabilir metin belgelerine d\u00f6n\u00fc\u015ft\u00fcrmektir. Taranm\u0131\u015f bir ka\u011f\u0131t belge OCR i\u015fleminden ge\u00e7tikten sonra, belgenin metni Microsoft Word veya Google Docs gibi bir kelime i\u015flemci ile d\u00fczenlenebilir.<\/span><\/p>\n<p style=\"margin-bottom: 0px; margin-left: 0px;\"><span style=\"font-weight: normal;\">&nbsp;<\/span><\/p>\n<p style=\"margin-bottom: 0px; margin-left: 0px;\"><b>OCR genellikle gizli bir teknoloji olarak kullan\u0131l\u0131r ve g\u00fcnl\u00fck hayat\u0131m\u0131zdaki bir\u00e7ok iyi bilinen sistem ve hizmete g\u00fc\u00e7 verir.<\/b> OCR teknolojisinin \u00f6nemli &#8211; ancak daha az bilinen &#8211; kullan\u0131m alanlar\u0131 aras\u0131nda veri giri\u015fi otomasyonu, g\u00f6rme engelli ki\u015filere yard\u0131mc\u0131 olma ve pasaportlar, plakalar, faturalar, banka ekstreleri, kartvizitler ve otomatik plaka tan\u0131ma gibi arama motorlar\u0131 i\u00e7in belgeleri indeksleme yer almaktad\u0131r.<\/p>\n<p style=\"margin-bottom: 0px; margin-left: 0px;\">\n<\/p><p style=\"margin-bottom: 0px; margin-left: 0px;\"><b>OCR, ka\u011f\u0131t ve taranm\u0131\u015f g\u00f6r\u00fcnt\u00fc belgelerini makine taraf\u0131ndan okunabilir, aranabilir pdf dosyalar\u0131na d\u00f6n\u00fc\u015ft\u00fcrerek b\u00fcy\u00fck veri modellemesinin optimizasyonunu sa\u011flar.<\/b> De\u011ferli bilgilerin i\u015flenmesi ve al\u0131nmas\u0131, metin katmanlar\u0131n\u0131n halihaz\u0131rda mevcut olmad\u0131\u011f\u0131 belgelerde ilk \u00f6nce OCR uygulanmadan otomatikle\u015ftirilemez.<\/p>\n<p style=\"margin-bottom: 0px; margin-left: 0px;\">\n<\/p><p style=\"margin-bottom: 0px; margin-left: 0px;\">OCR metin tan\u0131ma ile taranan belgeler, art\u0131k banka ekstrelerinden, s\u00f6zle\u015fmelerden ve di\u011fer \u00f6nemli bas\u0131l\u0131 belgelerden m\u00fc\u015fteri verilerini okuyabilen bir b\u00fcy\u00fck veri sistemine entegre edilebilir. \u00c7al\u0131\u015fanlar\u0131n say\u0131s\u0131z g\u00f6r\u00fcnt\u00fc belgesini incelemesi ve girdileri otomatik bir b\u00fcy\u00fck veri i\u015fleme i\u015f ak\u0131\u015f\u0131na manuel olarak beslemesi yerine, kurulu\u015flar veri madencili\u011finin girdi a\u015famas\u0131nda otomatikle\u015ftirmek i\u00e7in OCR kullanabilir.&nbsp;<\/p>\n<p style=\"margin-bottom: 0px; margin-left: 0px;\"><b>&nbsp;<\/b><\/p>\n<p style=\"margin-bottom: 0px; margin-left: 0px;\"><b>OCR yaz\u0131l\u0131m\u0131 g\u00f6r\u00fcnt\u00fcdeki metni tan\u0131mlayabilir, resimlerdeki metni \u00e7\u0131karabilir, metin dosyas\u0131n\u0131 kaydedebilir ve jpg, jpeg, png, bmp, tiff, pdf ve di\u011fer formatlar\u0131 destekleyebilir.<\/b><\/p><p style=\"margin-bottom: 0px; margin-left: 0px;\"><b><br><\/b><\/p><p style=\"margin-bottom: 0px; margin-left: 0px;\">Bizden g\u00fcncel bilgiler i\u00e7in&nbsp;<a href=\"https:\/\/www.instagram.com\/noveltybilisim\/?hl=tr\" target=\"_blank\">BURAYA&nbsp;<\/a>t\u0131klay\u0131n.<\/p>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ae1657c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ae1657c\" data-element_type=\"section\">\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-9ed1316\" data-id=\"9ed1316\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-01b1506 elementor-widget elementor-widget-spacer\" data-id=\"01b1506\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0fab876 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0fab876\" data-element_type=\"section\">\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-f50abc8\" data-id=\"f50abc8\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>OCR (Optical Character Recognition), g\u00f6r\u00fcnt\u00fclerdeki bas\u0131l\u0131 veya el yaz\u0131s\u0131 metinleri tarayarak, karakterleri tan\u0131y\u0131p elektronik metin format\u0131na \u00e7eviren teknolojiyi ifade eder.<\/p>\n","protected":false},"author":1,"featured_media":3626,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[108,179],"tags":[192,194,193,191,190,154],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Karakter Okuma Teknolojisi (OCR) Nedir? - Novelty Yapay Zeka Teknolojileri Blog<\/title>\n<meta name=\"description\" content=\"karakter okuma teknolojisi (ocr)\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/noveltybilisim.com.tr\/blog\/karakter-okuma-teknolojisi-ocr-nedir\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" 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