{"id":11419,"date":"2016-01-04T15:58:03","date_gmt":"2016-01-04T13:58:03","guid":{"rendered":"http:\/\/star-marketing.md\/?p=11419"},"modified":"2021-06-02T10:23:58","modified_gmt":"2021-06-02T08:23:58","slug":"ocr-opticheskoe-raspoznavanie-tekstov-izobrazhenij-analiz-realizatsij-v-web","status":"publish","type":"post","link":"https:\/\/star-marketing.com.ua\/en\/blog\/ocr-opticheskoe-raspoznavanie-tekstov-izobrazhenij-analiz-realizatsij-v-web\/","title":{"rendered":"OCR stands for optical image text recognition. Analysis of implementations in the WEB"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_47_1 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\">Content:<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"ez-toc-toggle-icon-1\"><label for=\"item-6a20b81e99b6e\" aria-label=\"Table of Content\"><span style=\"display: flex;align-items: center;width: 35px;height: 30px;justify-content: center;direction:ltr;\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/label><input  type=\"checkbox\" id=\"item-6a20b81e99b6e\"><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/star-marketing.com.ua\/en\/blog\/ocr-opticheskoe-raspoznavanie-tekstov-izobrazhenij-analiz-realizatsij-v-web\/#%D0%A7%D1%82%D0%BE_%D1%82%D0%B0%D0%BA%D0%BE%D0%B5_OCR\" title=\"What is OCR\">What is OCR<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/star-marketing.com.ua\/en\/blog\/ocr-opticheskoe-raspoznavanie-tekstov-izobrazhenij-analiz-realizatsij-v-web\/#OCR_%D0%B8_WEB\" title=\"OCR and WEB\">OCR and WEB<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/star-marketing.com.ua\/en\/blog\/ocr-opticheskoe-raspoznavanie-tekstov-izobrazhenij-analiz-realizatsij-v-web\/#%D0%A1%D1%83%D1%89%D0%B5%D1%81%D1%82%D0%B2%D1%83%D1%8E%D1%89%D0%B5%D0%B5_%D0%BF%D1%80%D0%BE%D0%B3%D1%80%D0%B0%D0%BC%D0%BC%D0%BD%D0%BE%D0%B5_%D0%BE%D0%B1%D0%B5%D1%81%D0%BF%D0%B5%D1%87%D0%B5%D0%BD%D0%B8%D0%B5\" title=\"Existing software\">Existing software<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/star-marketing.com.ua\/en\/blog\/ocr-opticheskoe-raspoznavanie-tekstov-izobrazhenij-analiz-realizatsij-v-web\/#ABBYY_Cloud_OCR_SDK\" title=\"ABBYY Cloud OCR SDK\">ABBYY Cloud OCR SDK<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/star-marketing.com.ua\/en\/blog\/ocr-opticheskoe-raspoznavanie-tekstov-izobrazhenij-analiz-realizatsij-v-web\/#OCR_WEB_SERVICE\" title=\"OCR WEB SERVICE\">OCR WEB SERVICE<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/star-marketing.com.ua\/en\/blog\/ocr-opticheskoe-raspoznavanie-tekstov-izobrazhenij-analiz-realizatsij-v-web\/#Free_OCR_API\" title=\"Free OCR API\">Free OCR API<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/star-marketing.com.ua\/en\/blog\/ocr-opticheskoe-raspoznavanie-tekstov-izobrazhenij-analiz-realizatsij-v-web\/#%D0%9F%D0%BE%D0%B4%D0%B2%D0%B5%D0%B4%D0%B5%D0%BD%D0%B8%D0%B5_%D0%B8%D1%82%D0%BE%D0%B3%D0%BE%D0%B2\" title=\"Summarizing\">Summarizing<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D0%A7%D1%82%D0%BE_%D1%82%D0%B0%D0%BA%D0%BE%D0%B5_OCR\"><\/span><img decoding=\"async\" loading=\"lazy\" class=\"alignleft wp-image-11406 size-medium\" src=\"https:\/\/star-marketing.com.ua\/wp-content\/uploads\/2016\/01\/PDFpenScan_icon5121-300x300.png\" alt=\"OCR process of getting text from an image in the WEB\" width=\"300\" height=\"300\" \/>What is OCR<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>OCR (optical character recognition) is the translation of various types of images (handwritten, typewritten, printed and others) into a textual electronic representation for further editing, processing and analysis of information. In a simple concept, this is the process of obtaining text from an image.<br \/>\nIn software representation, OCR is an image processing algorithm developed in a particular programming language that programmatically recognizes text characters.<br \/>\nSuch software products are used to digitize books, newspapers, magazines, various text documentation, archival information, and so on.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"OCR_%D0%B8_WEB\"><\/span>OCR and WEB<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>As part of <a href=\"https:\/\/ru.wikipedia.org\/wiki\/%D0%92%D0%B5%D0%B1\" target=\"_blank\" rel=\"noopener\">WEB <\/a>OCR systems can be used for a variety of purposes. As an example, such a system can be connected to the site and used to process waybills (in the scanned version) in order to automate the process of accounting for goods on the site. Also, this functionality can be used in online stores to provide the client with a link to track the location of the parcel, if the carrier transport company offers such functionality. Such solutions can be implemented by recognizing the necessary data from the waybill of the carrier company and creating a link for the client, by clicking on which he can see the status and position of the cargo sent for him.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D0%A1%D1%83%D1%89%D0%B5%D1%81%D1%82%D0%B2%D1%83%D1%8E%D1%89%D0%B5%D0%B5_%D0%BF%D1%80%D0%BE%D0%B3%D1%80%D0%B0%D0%BC%D0%BC%D0%BD%D0%BE%D0%B5_%D0%BE%D0%B1%D0%B5%D1%81%D0%BF%D0%B5%D1%87%D0%B5%D0%BD%D0%B8%D0%B5\"><\/span>Existing software<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Currently, there are quite a few options for the software implementation of OCR systems, which differ in many parameters and features: from algorithms, the subject of recognized text, the availability of a desktop program, online availability, and ending with the price per volume of a recognizable unit. But, if we consider the use of OCR within the WEB, we can distinguish several services that are distinguished by ease of use, quality of services provided and affordability.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"ABBYY_Cloud_OCR_SDK\"><\/span>ABBYY Cloud OCR SDK<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>The first of the considered OCR systems is ABBYY Cloud OCR SDK. ABBY itself, the author of this development, is famous for its computer program <a href=\"https:\/\/ru.wikipedia.org\/wiki\/ABBYY_FineReader\" target=\"_blank\" rel=\"noopener\">ABYY FineReader<\/a>, which is widely used in various fields, from scientific and educational to use in private companies, and is still being developed and maintained.<br \/>\nThe recent development of ABBYY Cloud OCR SDK, a text recognition service, makes it possible to embed this system into your website. On <a href=\"http:\/\/ocrsdk.com\/\" target=\"_blank\" rel=\"noopener\">official website<\/a> a brief description of the system itself, tariffs and terms of use, examples of software implementation, a demo version of their service, and so on.<br \/>\nThe implementation itself on the site is not particularly difficult, since ready-made examples can be safely inserted into the code and, having filled in the necessary security and identification data, use the service.<br \/>\nABBYY Cloud OCR SDK is distinguished by a wide choice of languages for representing the resulting text (about 198) and the quality of translation.<br \/>\nIf we talk about the terms of use, then initially 50 sheets of A4 format recognizable text are provided free of charge. After using them, various packages are offered, allowing you to buy an increase in the limit to 100 sheets for 9.99$, to 1000 sheets for 69.99 $, to 5 thousand - 199.99 $, to 30 thousand - 899.99 $ and, if necessary, more 100 thousand sheets, then you need to contact the sales department.<br \/>\nAfter image recognition, ABBYY Cloud OCR SDK offers the ability to output text in TXT, DOCX, XLSX, PDF, XML, CSV and other formats. This choice of formats helps to facilitate the processing of the resulting information, receiving it in a convenient or necessary format.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"OCR_WEB_SERVICE\"><\/span>OCR WEB SERVICE<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>The following service provides similar functionality to ABBYY Cloud OCR SDK. The difference is the software implementation, examples of which are provided on the .NET software platform and programming languages <a title=\"What is the difference between JAVA and JavaScript programming languages?\" href=\"https:\/\/star-marketing.com.ua\/en\/v-chem-raznitsa-mezhdu-yazykami-programmirovaniya-java-i-javascript\/\" target=\"_blank\" rel=\"noopener\">JAVA <\/a>and PHP.<br \/>\nThe number of available languages is limited to 46.<br \/>\nThe quality of the Latin alphabet text recognition is at a high level, but there are often problems with the Cyrillic alphabet (when the service returns incomprehensible characters as a result of work). You can read about these issues on various official and unofficial forums.<br \/>\nIf we talk about price characteristics, then, for starters, the service gives a month of free use with a limit of 25 pages per day. Further, the tariff plans for use differ from the time of use or the number of resulting sheets. So, 1000 pages of recognized text cost 39.95 $.<br \/>\nThe recognition result can be output in popular formats like TXT, DOC, XLS, PDF and others.<br \/>\n<a href=\"http:\/\/ocrsdk.com\/\" target=\"_blank\" rel=\"noopener\">Official site <\/a>provides all the detailed information and terms of use.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Free_OCR_API\"><\/span>Free OCR API<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>This service provides simple and inexpensive (compared to previous options) functionality. An example and implementation description is provided in PHP. Approximately 70 languages of recognizable text are supported.<br \/>\nThe result of the work is displayed as a stream of string data, which, for further data processing, requires understanding and experience in using the PHP programming language.<br \/>\nAfter activating the account for using the service, it is possible to recognize 200 images (pages) for free. At the end of this amount, each subsequent image costs 0.5 $.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D0%9F%D0%BE%D0%B4%D0%B2%D0%B5%D0%B4%D0%B5%D0%BD%D0%B8%D0%B5_%D0%B8%D1%82%D0%BE%D0%B3%D0%BE%D0%B2\"><\/span>Summarizing<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Despite the complexity of the concept and implementation of OCR, such systems and services are currently widely used and used for commercial and other purposes. The development and growth of the popularity of the considered services only confirms this fact and provides an opportunity to relatively easily use this technology when developing your site.<\/p>\n<p>Author: web-programmer of the agency of strategic Internet marketing <a href=\"https:\/\/star-marketing.com.ua\/en\/\">Star Marketing<\/a> Yaroslav Kustrich.<\/p>","protected":false},"excerpt":{"rendered":"<p>What is OCR OCR (optical character recognition) is the translation of various types of images (handwritten, typewritten, printed and others) into a textual electronic representation for further editing, processing and analysis of information. In a simple concept, this is the process of obtaining text from an image. In software representation, OCR is an algorithm for processing [\u2026]<\/p>","protected":false},"author":6,"featured_media":11423,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[146],"tags":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>OCR - \u041e\u043f\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u0420\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u0435 \u0422\u0435\u043a\u0441\u0442\u043e\u0432 \u0418\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439 | StarMarketing<\/title>\n<meta name=\"description\" content=\"\u041e\u043f\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u0435 \u0442\u0435\u043a\u0441\u0442\u043e\u0432 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439. \u041f\u043e\u043b\u0435\u0437\u043d\u043e \u0437\u043d\u0430\u0442\u044c. \u0410 \u043c\u044b \u0440\u0430\u0441\u0441\u043a\u0430\u0436\u0435\u043c.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/star-marketing.com.ua\/en\/blog\/ocr-opticheskoe-raspoznavanie-tekstov-izobrazhenij-analiz-realizatsij-v-web\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"OCR - 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