{"id":8157,"date":"2020-09-12T14:07:02","date_gmt":"2020-09-12T09:37:02","guid":{"rendered":"https:\/\/shahaab-co.ir\/mag\/?p=8157"},"modified":"2025-12-23T19:24:05","modified_gmt":"2025-12-23T15:54:05","slug":"machine-learning-in-opencv-chapter-4","status":"publish","type":"post","link":"https:\/\/shahaab-co.com\/mag\/edu\/ml\/machine-learning-in-opencv-chapter-4\/","title":{"rendered":"\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u062f\u0631 OpenCV : \u062c\u0644\u0633\u0647 \u0686\u0647\u0627\u0631\u0645"},"content":{"rendered":"<p style=\"text-align: justify;\">\u062f\u0631 \u062c\u0644\u0633\u0647 \u0642\u0628\u0644\u06cc \u0627\u0632 \u0622\u0645\u0648\u0632\u0634 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 K \u0646\u0632\u062f\u06cc\u06a9 \u062a\u0631\u06cc\u0646 \u0647\u0645\u0633\u0627\u06cc\u0647 \u067e\u0631\u062f\u0627\u062e\u062a\u06cc\u0645. \u062f\u0631 \u0627\u06cc\u0646 \u062c\u0644\u0633\u0647 \u062a\u0648\u0627\u0628\u0639 \u0648 \u062f\u0633\u062a\u0648\u0631\u0627\u062a \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u062f\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 OpenCV \u0631\u0627 \u0628\u0647 \u0634\u06a9\u0644 \u0645\u0641\u0635\u0644 \u062a\u0631\u06cc \u0634\u0631\u062d \u0645\u06cc \u062f\u0647\u06cc\u0645.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_76 counter-hierarchy ez-toc-counter-rtl ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0622\u0646\u0686\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062e\u0648\u0627\u0646\u062f :<\/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=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #0044bf;color:#0044bf\" 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: #0044bf;color:#0044bf\" 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 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href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/machine-learning-in-opencv-chapter-4\/#%D9%86%D9%88%D8%B9_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%B9%D9%85%D9%88%D9%85%DB%8C\" >\u0646\u0648\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0639\u0645\u0648\u0645\u06cc :<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/machine-learning-in-opencv-chapter-4\/#%D8%AA%D9%88%D8%A7%D8%A8%D8%B9_%D8%B9%D8%B6%D9%88_%D8%B9%D9%85%D9%88%D9%85%DB%8C\" >\u062a\u0648\u0627\u0628\u0639 \u0639\u0636\u0648 \u0639\u0645\u0648\u0645\u06cc :<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/machine-learning-in-opencv-chapter-4\/#%D8%B3%D8%A7%DB%8C%D8%B1_%D8%AA%D9%88%D8%A7%D8%A8%D8%B9_%D8%B9%D9%85%D9%88%D9%85%DB%8C_%D8%A7%D9%84%DA%AF%D9%88%D8%B1%DB%8C%D8%AA%D9%85_k_%D9%86%D8%B2%D8%AF%DB%8C%DA%A9_%D8%AA%D8%B1%DB%8C%D9%86_%D9%87%D9%85%D8%B3%D8%A7%DB%8C%D9%87\" >\u0633\u0627\u06cc\u0631 \u062a\u0648\u0627\u0628\u0639 \u0639\u0645\u0648\u0645\u06cc \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 k \u0646\u0632\u062f\u06cc\u06a9 \u062a\u0631\u06cc\u0646 \u0647\u0645\u0633\u0627\u06cc\u0647 :<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/ml\/machine-learning-in-opencv-chapter-4\/#%D8%AA%D9%88%D8%A7%D8%A8%D8%B9_%D8%B9%D8%B6%D9%88_%D8%B9%D9%85%D9%88%D9%85%DB%8C_%D8%A7%DB%8C%D8%B3%D8%AA%D8%A7_%D8%AF%D8%B1_%D8%A7%D9%84%DA%AF%D9%88%D8%B1%DB%8C%D8%AA%D9%85_k_%D9%86%D8%B2%D8%AF%DB%8C%DA%A9_%D8%AA%D8%B1%DB%8C%D9%86_%D9%87%D9%85%D8%B3%D8%A7%DB%8C%D9%87\" >\u062a\u0648\u0627\u0628\u0639 \u0639\u0636\u0648 \u0639\u0645\u0648\u0645\u06cc \u0627\u06cc\u0633\u062a\u0627 \u062f\u0631 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 k&nbsp;\u0646\u0632\u062f\u06cc\u06a9 \u062a\u0631\u06cc\u0646 \u0647\u0645\u0633\u0627\u06cc\u0647 :<\/a><\/li><\/ul><\/nav><\/div>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%DA%A9%D9%84%D8%A7%D8%B3_%D9%87%D8%A7%DB%8C_%D9%85%D8%B1%D8%AC%D8%B9_%D8%AF%D8%B1_%D8%A7%D9%84%DA%AF%D9%88%D8%B1%DB%8C%D8%AA%D9%85_K_%D9%86%D8%B2%D8%AF%DB%8C%DA%A9_%D8%AA%D8%B1%DB%8C%D9%86_%D9%87%D9%85%D8%B3%D8%A7%DB%8C%D9%87\"><\/span><strong>\u06a9\u0644\u0627\u0633 \u0647\u0627\u06cc \u0645\u0631\u062c\u0639 \u062f\u0631 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645<\/strong><strong> K <\/strong><strong>\u0646\u0632\u062f\u06cc\u06a9 \u062a\u0631\u06cc\u0646 \u0647\u0645\u0633\u0627\u06cc\u0647 :<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u06a9\u0644\u0627\u0633\u06cc \u06a9\u0647 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 K \u0646\u0632\u062f\u06cc\u06a9 \u062a\u0631\u06cc\u0646 \u0647\u0645\u0633\u0627\u06cc\u0647 \u0631\u0627 \u062a\u0648\u0635\u06cc\u0641 \u0645\u06cc \u06a9\u0646\u062f\u060c \u0628\u0647 \u0635\u0648\u0631\u062a \u06a9\u062f \u0632\u06cc\u0631 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc \u0634\u0648\u062f :<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"cpp\">#include &lt;opencv2\/ml.hpp&gt;<\/pre>\n<p style=\"text-align: justify;\">\u062f\u06cc\u0627\u06af\u0631\u0627\u0645 \u06a9\u0644\u06cc \u0648\u0631\u0627\u062b\u062a \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u062f\u0631 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 OpenCV \u0628\u0647 \u0634\u06a9\u0644 \u0632\u06cc\u0631 \u0627\u0633\u062a :<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/08\/\u062f\u06cc\u0627\u06af\u0631\u0627\u0645-knn-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0645\u0627\u0634\u06cc\u0646-\u062f\u0631-Opencv.png\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" width=\"106\" height=\"136\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/08\/\u062f\u06cc\u0627\u06af\u0631\u0627\u0645-knn-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0645\u0627\u0634\u06cc\u0646-\u062f\u0631-Opencv.png\" alt=\"\u062f\u06cc\u0627\u06af\u0631\u0627\u0645 knn \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u062f\u0631 Opencv\" class=\"wp-image-8158\" title=\"\"><\/a><\/figure><\/div>\n\n\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D9%86%D9%88%D8%B9_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%B9%D9%85%D9%88%D9%85%DB%8C\"><\/span><strong>\u0646\u0648\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0639\u0645\u0648\u0645\u06cc :<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u06a9\u0644\u06cc \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 K \u0646\u0632\u062f\u06cc\u06a9 \u062a\u0631\u06cc\u0646 \u0647\u0645\u0633\u0627\u06cc\u0647 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0647 \u0634\u06a9\u0644 \u06a9\u062f \u0632\u06cc\u0631 \u0627\u0646\u062c\u0627\u0645 \u062f\u0627\u062f:<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"cpp\">enum  \tTypes {\n  BRUTE_FORCE =1,\n  KDTREE =2\n}\n<\/pre>\n<p style=\"text-align: justify;\">\u062f\u0631 \u0627\u06cc\u0646 \u06a9\u062f \u06a9\u0647 \u0646\u0648\u0639 \u062f\u0627\u062f\u0647 \u0631\u0627 \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a\u060c <em><strong><a href=\"https:\/\/docs.opencv.org\/master\/dd\/de1\/classcv_1_1ml_1_1KNearest.html#ab654e56b6b5b0745022b7ca054ef2c1ca4d97b1f90c4890a8d9bb109943ee3fb1\" target=\"_blank\" rel=\"noopener noreferrer\">BRUTE_FORCE<\/a> <\/strong><\/em>\u06cc\u0627 \u0647\u0645\u0627\u0646 \u062d\u0631\u06a9\u062a \u0641\u0631\u0627\u06af\u06cc\u0631 \u0628\u0627 \u0639\u062f\u062f \u06cc\u06a9 \u0645\u0642\u062f\u0627\u0631 \u062f\u0647\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u0644\u0628\u062a\u0647 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0639\u0646\u0627 \u0646\u06cc\u0632 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0645\u0639\u0646\u06cc \u06a9\u0631\u062f \u06a9\u0647 \u0647\u0645\u0647 \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a \u062c\u0627\u06cc\u0632 \u0646\u06cc\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\">\u062f\u0631 \u0645\u0648\u0631\u062f \u062f\u0631\u062e\u062a \u062a\u0635\u0645\u06cc\u0645 <em><strong><a href=\"https:\/\/docs.opencv.org\/master\/dd\/de1\/classcv_1_1ml_1_1KNearest.html#ab654e56b6b5b0745022b7ca054ef2c1cac02e2187356d076a706cce02dcf3ea55\" target=\"_blank\" rel=\"noopener noreferrer\">KDTREE<\/a> <\/strong><\/em>\u0646\u06cc\u0632 \u0645\u0642\u062f\u0627\u0631 \u06f2 \u0645\u0634\u062e\u0635 \u0634\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0639\u062f\u0627 \u0628\u0647 \u0634\u06a9\u0644 \u0645\u0641\u0635\u0644 \u062a\u0631\u06cc \u062f\u0631 \u0645\u0648\u0631\u062f \u0622\u0646 \u0635\u062d\u0628\u062a \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f.<\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%AA%D9%88%D8%A7%D8%A8%D8%B9_%D8%B9%D8%B6%D9%88_%D8%B9%D9%85%D9%88%D9%85%DB%8C\"><\/span><strong>\u062a\u0648\u0627\u0628\u0639 \u0639\u0636\u0648 \u0639\u0645\u0648\u0645\u06cc :<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u062f\u0631 \u0627\u06cc\u0646 \u0642\u0633\u0645\u062a \u0628\u0631\u062e\u06cc \u0627\u0632 \u062a\u0648\u0627\u0628\u0639 \u0639\u0636\u0648 \u0639\u0645\u0648\u0645\u06cc \u0631\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f:<\/p>\n<p style=\"text-align: justify;\">\u062a\u0627\u0628\u0639 <em>findNearest<\/em> \u062f\u0631 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u06a9\u06cc \u0647\u0645\u0633\u0627\u06cc\u0647 \u0646\u0632\u062f\u06cc\u06a9:<\/p>\n<p style=\"text-align: justify;\">\u0627\u06cc\u0646 \u062a\u0627\u0628\u0639 \u0628\u0647 \u0635\u0648\u0631\u062a \u06a9\u062f \u0632\u06cc\u0631 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc \u0634\u0648\u062f:<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"cpp\">virtual float cv::ml::KNearest::findNearest\t(\tInputArray \tsamples,\nint \tk,\nOutputArray \tresults,\nOutputArray \tneighborResponses = noArray(),\nOutputArray \tdist = noArray() \n)\t\tconst<\/pre>\n<p style=\"text-align: justify;\">\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u062f\u0631 \u06a9\u062f \u0628\u0627\u0644\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u062f\u060c \u0627\u06cc\u0646 \u062a\u0627\u0628\u0639 \u0647\u0645\u0633\u0627\u06cc\u0647 \u0647\u0627\u06cc \u0646\u0632\u062f\u06cc\u06a9 \u0631\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0647 \u0648 \u067e\u0627\u0633\u062e\u06cc \u0628\u0631\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f. \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u062a\u0627\u0628\u0639 \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u0647\u0633\u062a\u0646\u062f:<\/p>\n<p style=\"text-align: justify;\"><strong>Samples :<\/strong> \u0647\u0645\u0627\u0646 \u0646\u0645\u0648\u0646\u0647 \u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a \u0631\u062f\u06cc\u0641\u06cc \u0645\u0631\u062a\u0628 \u0634\u062f\u0647 \u0627\u0646\u062f. \u0627\u06cc\u0646 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u06cc\u06a9 \u0645\u0627\u062a\u0631\u06cc\u0633 \u0634\u0646\u0627\u0648\u0631 \u0628\u0647 \u0633\u0627\u06cc\u0632<em> &lt;number_of_samples&gt; * k<\/em>&nbsp; \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\"><strong>k :<\/strong> \u062a\u0639\u062f\u0627\u062f \u0647\u0645\u0633\u0627\u06cc\u0647 \u0647\u0627\u06cc \u0646\u0632\u062f\u06cc\u06a9 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0631\u0627 \u0645\u0634\u062e\u0635 \u0645\u06cc \u06a9\u0646\u062f. \u062f\u0642\u062a \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 \u0645\u0642\u062f\u0627\u0631 \u0627\u06cc\u0646 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0628\u0627\u06cc\u062f \u0639\u062f\u062f \u06cc\u06a9 \u0628\u0627\u0634\u062f.<\/p>\n<p style=\"text-align: justify;\"><strong>Results :<\/strong> \u0628\u0631\u062f\u0627\u0631\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0646\u0645\u0627\u06cc\u0634 \u062f\u0647\u0646\u062f\u0647 \u067e\u06cc\u0634\u0628\u06cc\u0646\u06cc \u0647\u0627\u06cc \u062e\u0631\u0648\u062c\u06cc \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0628\u0631\u062f\u0627\u0631 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0627\u0632 \u0646\u0648\u0639 \u0631\u06af\u0631\u0627\u0633\u06cc\u0648\u0646 \u06cc\u0627 \u06a9\u0644\u0627\u0633 \u0628\u0646\u062f\u06cc \u0634\u062f\u0647 \u0628\u0627\u0634\u062f. \u0628\u0631\u062f\u0627\u0631\u06cc \u0628\u0627 <em>&lt;number_of_samples&gt;&nbsp;&nbsp;<\/em> \u06a9\u0647 \u0639\u0646\u0627\u0635\u0631 \u0634\u0646\u0627\u0648\u0631 \u0628\u0627 \u062f\u0642\u062a \u0648\u0627\u062d\u062f \u0631\u0627 \u0645\u0634\u062e\u0635 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\"><strong>neighborResponses :<\/strong> \u0627\u06cc\u0646 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0645\u0642\u0627\u062f\u06cc\u0631 \u062e\u0631\u0648\u062c\u06cc \u0627\u0646\u062a\u062e\u0627\u0628\u0628\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0647\u0645\u0633\u0627\u06cc\u0647 \u0647\u0627\u06cc \u0645\u0631\u062a\u0628\u0637 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f. \u0645\u0627\u062a\u0631\u06cc\u0633\u06cc \u0634\u0646\u0627\u0648\u0631 \u0628\u0627 \u062f\u0642\u062a \u0648\u0627\u062d\u062f \u06a9\u0647 \u0627\u0646\u062f\u0627\u0632\u0647 \u0622\u0646&nbsp; &nbsp;<em>number_of_samples&gt; * k<\/em> \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\"><strong>dist :<\/strong> \u0641\u0627\u0635\u0644\u0647 \u0647\u0627\u06cc \u062e\u0631\u0648\u062c\u06cc \u0627\u0646\u062a\u062e\u0627\u0628\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0627\u0632 \u0628\u0631\u062f\u0627\u0631\u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u0647\u0645\u0633\u0627\u06cc\u0647 \u0647\u0627\u06cc \u0645\u0631\u062a\u0628\u0637 \u0628\u0647 \u062f\u0633\u062a \u0622\u0645\u062f\u0647 \u0627\u0633\u062a. \u0645\u0627\u062a\u0631\u06cc\u0633\u06cc \u0634\u0646\u0627\u0648\u0631 \u0628\u0627 \u062f\u0642\u062a \u0648\u0627\u062d\u062f \u06a9\u0647 \u0627\u0646\u062f\u0627\u0632\u0647 \u0622\u0646&nbsp; <em>&nbsp;number_of_samples&gt; * k<\/em> \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\">\u062f\u0642\u062a \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0647\u0631 \u0628\u0631\u062f\u0627\u0631 \u0648\u0631\u0648\u062f\u06cc (\u0631\u062f\u06cc\u0641\u06cc \u0627\u0632 \u0645\u0627\u062a\u0631\u06cc\u0633 \u0647\u0627\u06cc \u0646\u0645\u0648\u0646\u0647)\u060c \u0627\u06cc\u0646 \u06a9\u062f \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0646\u0632\u062f\u06cc\u06a9\u062a\u0631\u06cc\u0646 \u0647\u0645\u0633\u0627\u06cc\u0647 \u0647\u0627\u06cc \u0639\u0646\u0635\u0631 K \u0631\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u062f. \u062f\u0631 \u0645\u0648\u0631\u062f \u0631\u06af\u0631\u0627\u0633\u06cc\u0648\u0646 \u0646\u06cc\u0632 \u0645\u06cc \u062a\u0648\u0627\u0646 \u06af\u0641\u062a \u06a9\u0647 \u0646\u062a\u06cc\u062c\u0647 \u067e\u06cc\u0634\u0628\u06cc\u0646\u06cc \u0645\u0642\u062f\u0627\u0631\u06cc \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u0627\u0632 \u067e\u0627\u0633\u062e \u0647\u0627\u06cc \u0628\u0631\u062f\u0627\u0631 \u0647\u0645\u0633\u0627\u06cc\u06af\u06cc \u0627\u06cc\u062c\u0627\u062f \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\">\u062f\u0631 \u0645\u0648\u0631\u062f \u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0646\u06cc\u0632 \u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0627\u0634\u0627\u0631\u0647 \u06af\u0631\u0647\u0627\u06cc \u062e\u0631\u0648\u062c\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0645\u0627\u062a\u0631\u06cc\u0633 \u0647\u0627 \u0631\u0627 \u062e\u0627\u0644\u06cc \u06a9\u0631\u062f\u0647 \u0648 \u062e\u0648\u062f \u062a\u0648\u0627\u0628\u0639\u060c \u062d\u0627\u0641\u0638\u0647 \u0631\u0627 \u0627\u0639\u0644\u0627\u0646 \u062e\u0648\u0627\u0647\u0646\u062f \u06a9\u0631\u062f.<\/p>\n<p style=\"text-align: justify;\">\u062f\u0631 \u0635\u0648\u0631\u062a\u06cc \u06a9\u0647 \u0628\u0631\u062f\u0627\u0631 \u0648\u0631\u0648\u062f\u06cc \u0648\u0627\u062d\u062f\u06cc \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0628\u0627\u0634\u062f\u060c \u0627\u0646\u062a\u062e\u0627\u0628 \u0647\u0645\u0647 \u0645\u0627\u062a\u0631\u06cc\u0633 \u0647\u0627\u06cc \u062e\u0631\u0648\u062c\u06cc \u0627\u062e\u062a\u06cc\u0627\u0631\u06cc \u0628\u0648\u062f\u0647 \u0648 \u0645\u0642\u062f\u0627\u0631 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0634\u062f\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0628\u0627\u0632\u06af\u0631\u062f\u0627\u0646\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%B3%D8%A7%DB%8C%D8%B1_%D8%AA%D9%88%D8%A7%D8%A8%D8%B9_%D8%B9%D9%85%D9%88%D9%85%DB%8C_%D8%A7%D9%84%DA%AF%D9%88%D8%B1%DB%8C%D8%AA%D9%85_k_%D9%86%D8%B2%D8%AF%DB%8C%DA%A9_%D8%AA%D8%B1%DB%8C%D9%86_%D9%87%D9%85%D8%B3%D8%A7%DB%8C%D9%87\"><\/span><strong>\u0633\u0627\u06cc\u0631 \u062a\u0648\u0627\u0628\u0639 \u0639\u0645\u0648\u0645\u06cc \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 k \u0646\u0632\u062f\u06cc\u06a9 \u062a\u0631\u06cc\u0646 \u0647\u0645\u0633\u0627\u06cc\u0647 :<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u0645\u0634\u0627\u0647\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u062f \u0645\u062a\u063a\u06cc\u0631\u0647\u0627\u06cc \u062a\u0648\u0627\u0628\u0639 \u0639\u0645\u0648\u0645\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0627\u0632 \u0646\u0648\u0639 <em>virtual int<\/em>&nbsp;\u060c<em> virtual bool&nbsp;<\/em>\u060c <em>virtual<\/em> <em>void<\/em>&nbsp; \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0634\u0648\u0646\u062f. \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0627\u06cc\u0646 \u06a9\u062f\u0647\u0627 \u062f\u0631 \u0627\u062f\u0627\u0645\u0647 \u0647\u0631 \u06a9\u062f\u0627\u0645 \u0622\u0648\u0631\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u06a9\u062f \u062f\u0633\u062a\u0648\u0631\u06cc \u0627\u06cc\u0646 \u062a\u0648\u0627\u0628\u0639 \u0639\u0645\u0648\u0645\u06cc \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc \u0634\u0648\u0646\u062f:<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"cpp\" data-enlighter-linenumbers=\"false\">virtual int cv::ml::KNearest::getAlgorithmType ( ) const\n<\/pre>\n<p style=\"text-align: justify;\">&nbsp;\u0646\u0648\u0639&nbsp;\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645&nbsp;\u0631\u0627&nbsp;\u0645\u0634\u062e\u0635&nbsp;\u0645\u06cc&nbsp;\u06a9\u0646\u062f.<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"cpp\" data-enlighter-linenumbers=\"false\">virtual int cv::ml::KNearest::getDefaultK ( ) const<\/pre>\n<p style=\"text-align: justify;\">\u062a\u0639\u062f\u0627\u062f \u067e\u06cc\u0634 \u0641\u0631\u0636 \u0647\u0645\u0633\u0627\u06cc\u0647 \u0647\u0627 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0631\u0648\u0634 \u067e\u06cc\u0634\u06af\u0648\u06cc\u06cc \u0631\u0627 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"cpp\" data-enlighter-linenumbers=\"false\">virtual int cv::ml::KNearest::getEmax ( ) const<\/pre>\n<p style=\"text-align: justify;\">\u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u062f\u0631\u062e\u062a \u062a\u0635\u0645\u06cc\u0645 \u06af\u06cc\u0631\u06cc \u0631\u0627 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"cpp\" data-enlighter-linenumbers=\"false\">virtual bool cv::ml::KNearest::getIsClassifier ( ) const<\/pre>\n<p style=\"text-align: justify;\">\u0627\u06af\u0631 \u0645\u062f\u0644 \u0645\u0648\u0631\u062f \u0646\u0638\u0631 \u0645\u0627 \u06a9\u0644\u0627\u0633 \u0628\u0646\u062f\u06cc \u06cc\u0627 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u0628\u0627\u0634\u062f\u060c \u0627\u06cc\u0646 \u06a9\u062f \u0631\u0648\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"cpp\" data-enlighter-linenumbers=\"false\">static Ptr&lt;KNearest&gt; cv::ml::KNearest::load ( const String &amp; filepath )<\/pre>\n<p style=\"text-align: justify;\">\u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0631\u0627 \u0628\u0627\u0631\u06af\u06cc\u0631\u06cc \u0645\u06cc \u06a9\u0646\u062f \u0648 \u06cc\u06a9 k \u0646\u0632\u062f\u06cc\u06a9 \u062a\u0631\u06cc\u0646 \u0647\u0645\u0633\u0627\u06cc\u0647 \u0645\u0631\u062a\u0628 \u0634\u062f\u0647 \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0627\u0632 <a class=\"el\" href=\"https:\/\/docs.opencv.org\/master\/d3\/d46\/classcv_1_1Algorithm.html#a0a880744bc4e3f45711444571df47d67\" target=\"_blank\" rel=\"noopener noreferrer\">KNearest::save<\/a> \u0628\u0631\u0627\u06cc \u0645\u0631\u062a\u0628 \u06a9\u0631\u062f\u0646 k \u0646\u0632\u062f\u06cc\u06a9 \u062a\u0631\u06cc\u0646 \u0647\u0645\u0633\u0627\u06cc\u0647 \u0648 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0631\u062f\u0646 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f. \u0628\u0631\u0627\u06cc \u0628\u0627\u0631\u06af\u06cc\u0631\u06cc \u0645\u062c\u062f\u062f \u0622\u0646\u060c \u0622\u062f\u0631\u0633 \u0641\u0627\u06cc\u0644 \u0630\u062e\u06cc\u0631\u0647 \u0634\u062f\u0647 \u0631\u0627 \u062f\u0631 \u062a\u0627\u0628\u0639 <em>load<\/em> \u0642\u0631\u0627\u0631 \u062f\u0647\u06cc\u062f.<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"cpp\" data-enlighter-linenumbers=\"false\">virtual void cv::ml::KNearest::setAlgorithmType\t( int  val )<\/pre>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"cpp\" data-enlighter-linenumbers=\"false\">virtual void cv::ml::KNearest::setDefaultK ( int val )<\/pre>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"cpp\" data-enlighter-linenumbers=\"false\">virtual void cv::ml::KNearest::setEmax ( int val )<\/pre>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"cpp\" data-enlighter-linenumbers=\"false\">virtual void cv::ml::KNearest::setIsClassifier ( bool val )<\/pre>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%AA%D9%88%D8%A7%D8%A8%D8%B9_%D8%B9%D8%B6%D9%88_%D8%B9%D9%85%D9%88%D9%85%DB%8C_%D8%A7%DB%8C%D8%B3%D8%AA%D8%A7_%D8%AF%D8%B1_%D8%A7%D9%84%DA%AF%D9%88%D8%B1%DB%8C%D8%AA%D9%85_k_%D9%86%D8%B2%D8%AF%DB%8C%DA%A9_%D8%AA%D8%B1%DB%8C%D9%86_%D9%87%D9%85%D8%B3%D8%A7%DB%8C%D9%87\"><\/span><strong>\u062a\u0648\u0627\u0628\u0639 \u0639\u0636\u0648 \u0639\u0645\u0648\u0645\u06cc \u0627\u06cc\u0633\u062a\u0627 \u062f\u0631 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 k<\/strong><strong>&nbsp;<\/strong><strong>\u0646\u0632\u062f\u06cc\u06a9 \u062a\u0631\u06cc\u0646 \u0647\u0645\u0633\u0627\u06cc\u0647 :<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u0627\u0648\u0644\u06cc\u0646 \u062a\u0627\u0628\u0639 \u0639\u0636\u0648 \u0639\u0645\u0648\u0645\u06cc \u0627\u0633\u062a\u0627\u062a\u06cc\u06a9 \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u062a\u0639\u0631\u06cc\u0641 \u0645\u06cc \u0634\u0648\u062f:<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"cpp\" data-enlighter-linenumbers=\"false\">static Ptr&lt; KNearest &gt; \tcreate ()<\/pre>\n<p style=\"text-align: justify;\">\u0627\u06cc\u0646 \u062f\u0633\u062a\u0648\u0631 \u06cc\u06a9 \u0645\u062f\u0644 \u062e\u0627\u0644\u06cc \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"cpp\" data-enlighter-linenumbers=\"false\">static Ptr&lt; KNearest &gt; \tload (const String &amp;filepath)<\/pre>\n<p style=\"text-align: justify;\">\u0627\u06cc\u0646 \u062f\u0633\u062a\u0648\u0631 \u0646\u0632\u062f\u06cc\u06a9\u062a\u0631\u06cc\u0646 \u0639\u0646\u0627\u0635\u0631 K \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u0648 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u062a\u0648\u0627\u0644\u06cc \u062f\u0633\u062a\u0647 \u0628\u0646\u062f\u06cc \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0644\u0627\u0632\u0645 \u0627\u0633\u062a \u0628\u062f\u0627\u0646\u06cc\u062f \u06a9\u0647 \u062a\u0648\u0627\u0628\u0639 \u0639\u0636\u0648 \u0627\u06cc\u0633\u062a\u0627 \u062f\u0631 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0627\u0632<em> cv::ml::StatModel \u0648 cv::Algorithm<\/em> \u0627\u0631\u062b \u0645\u06cc \u0628\u0631\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u06a9\u062f \u0632\u06cc\u0631 \u062f\u0631<em> cv::ml::StatModel<\/em> \u0645\u062f\u0644 \u0647\u0627 \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0647 \u0648 \u0628\u0627 \u067e\u0627\u0631\u0645\u062a\u0631\u0647\u0627\u06cc \u067e\u06cc\u0634 \u0641\u0631\u0636 \u0645\u0642\u062f\u0627\u0631\u062f\u0647\u06cc \u0645\u06cc \u06a9\u0646\u062f:<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"cpp\">template&lt;typename _Tp &gt;\nstatic Ptr&lt; _Tp &gt; \ttrain (const Ptr&lt; TrainData &gt; &amp;data, int flags=0)<\/pre>\n<p style=\"text-align: justify;\">\u0646\u0645\u0648\u062f\u0627\u0631 \u0627\u0631\u062b \u0628\u0631\u06cc \u0628\u0631\u0627\u06cc <em>cv::ml::StatModel<\/em> \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u0627\u0633\u062a :<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/08\/\u0646\u0645\u0648\u062f\u0627\u0631-\u0627\u0631\u062b-\u0628\u0631\u06cc-knn-\u062f\u0631-opencv.png\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" width=\"366\" height=\"528\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/08\/\u0646\u0645\u0648\u062f\u0627\u0631-\u0627\u0631\u062b-\u0628\u0631\u06cc-knn-\u062f\u0631-opencv.png\" alt=\"\u0646\u0645\u0648\u062f\u0627\u0631 \u0627\u0631\u062b \u0628\u0631\u06cc knn \u062f\u0631 opencv\" class=\"wp-image-8174\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/08\/\u0646\u0645\u0648\u062f\u0627\u0631-\u0627\u0631\u062b-\u0628\u0631\u06cc-knn-\u062f\u0631-opencv.png 366w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/08\/\u0646\u0645\u0648\u062f\u0627\u0631-\u0627\u0631\u062b-\u0628\u0631\u06cc-knn-\u062f\u0631-opencv-208x300.png 208w\" sizes=\"(max-width: 366px) 100vw, 366px\" \/><\/a><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u0647\u0645 \u0686\u0646\u06cc\u0646 \u062f\u0631 \u06a9\u062f \u0647\u0627\u06cc \u0632\u06cc\u0631 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0648\u0636\u0639\u06cc\u062a <em>cv::Algorithm<\/em> \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f:<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"cpp\">template&lt;typename _Tp &gt;\nstatic Ptr&lt; _Tp &gt; load (const String &amp;filename, const String &amp;objname=String())<\/pre>\n<p style=\"text-align: justify;\">\u06a9\u062f \u0628\u0627\u0644\u0627 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0631\u0627 \u0627\u0632 \u0641\u0627\u06cc\u0644 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0645\u06cc \u06a9\u0646\u062f<\/p>\n<p style=\"text-align: justify;\">\u06a9\u062f \u0628\u0639\u062f\u06cc \u0646\u06cc\u0632 \u0627\u0644\u06a9\u0648\u0631\u06cc\u062a\u0645 \u0631\u0627 \u0627\u0632 \u06cc\u06a9 \u0631\u0634\u062a\u0647 \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u0645\u06cc \u06a9\u0646\u062f .<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"cpp\">template&lt;typename _Tp &gt;\nstatic Ptr&lt; _Tp &gt; loadFromString (const String &amp;strModel, const String &amp;objname=String())<\/pre>\n<p style=\"text-align: justify;\">\u0648 \u0646\u0647\u0627\u06cc\u062a\u0627 \u06a9\u062f \u0628\u0639\u062f \u0631\u0627 \u062f\u0627\u0631\u06cc\u0645 \u06a9\u0647 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0631\u0627 \u0627\u0632 \u0646\u0648\u062f \u0641\u0627\u06cc\u0644 \u0645\u06cc \u062e\u0648\u0627\u0646\u062f:<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"cpp\">template&lt;typename _Tp &gt;\nstatic Ptr&lt; _Tp &gt; read (const FileNode &amp;fn)<\/pre>\n<p style=\"text-align: justify;\">\u0633\u0627\u06cc\u0631 \u0639\u0646\u0627\u0635\u0631\u06cc \u06a9\u0647 \u0627\u0632 <em>cv::Algorithm<\/em> \u0627\u0631\u062b \u0645\u06cc \u0628\u0631\u0646\u062f:<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"cpp\" data-enlighter-linenumbers=\"false\">void writeFormat (FileStorage &amp;fs) const<\/pre>\n<p style=\"text-align: justify;\">\u062a\u0648\u0627\u0628\u0639 \u0639\u0636\u0648 \u062d\u0641\u0627\u0638\u062a \u0634\u062f\u0647 \u0628\u0627 \u06a9\u062f \u062f\u0633\u062a\u0648\u0631\u06cc \u0628\u0627\u0644\u0627 \u0627\u0632 <em>cv::Algorithm<\/em> \u0627\u0631\u062b \u0645\u06cc \u0628\u0631\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u062c\u0644\u0633\u0647 \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0631\u062f\u06cc\u062f\u060c \u06a9\u062f\u0647\u0627\u06cc &nbsp;OpenCV \u062f\u0631 &nbsp;C++ \u0646\u0648\u0634\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0644\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646 \u06af\u0641\u062a \u0628\u0646\u06cc\u0627\u062f \u0627\u0635\u0644\u06cc \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0628\u0647 \u0632\u0628\u0627\u0646 \u0633\u06cc \u067e\u0644\u0627\u0633 \u067e\u0644\u0627\u0633 \u0627\u0633\u062a. \u0627\u0644\u0628\u062a\u0647 \u0631\u0627\u0628\u0637 \u0647\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u062c\u0627\u0645\u0639\u06cc \u0647\u0645 \u062f\u0631 \u062c\u0627\u0648\u0627\u060c \u0645\u062a\u0644\u0628\u060c \u067e\u0627\u06cc\u062a\u0648\u0646\u060c \u0627\u0648\u06a9\u062a\u0627\u0648 \u062f\u0627\u0631\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0622API \u0647\u0627\u06cc \u0627\u06cc\u0646 \u0632\u0628\u0627\u0646 \u0647\u0627 \u0631\u0627 \u0647\u0645 \u0645\u06cc \u062a\u0648\u0627\u0646 \u062f\u0631 \u0627\u0633\u0646\u0627\u062f \u0622\u0646\u0644\u0627\u06cc\u0646 \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f. \u0627\u0632 \u0637\u0631\u0641\u06cc OpenCV \u0631\u0648\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0639\u0627\u0645\u0644 \u0647\u0627\u06cc \u0645\u062a\u0646\u0648\u0639\u06cc \u0627\u0632 \u062c\u0645\u0644\u0647 \u0648\u06cc\u0646\u062f\u0648\u0632\u060c \u0622\u06cc \u0627\u0648 \u0627\u0633\u060c \u0627\u0646\u062f\u0631\u0648\u06cc\u062f\u060c \u0641\u0631\u06cc \u067e\u06cc \u0627\u0633 \u062f\u06cc\u060c \u0645\u0627\u0627\u0645\u0648\u060c \u0644\u06cc\u0646\u0648\u06a9\u0633\u060c \u0628\u0644\u06a9 \u0628\u0631\u06cc\u060c \u0627\u0648 \u0627\u0633 \u062f\u0647\u060c \u0627\u0648\u067e\u0646 \u0633\u06cc \u0648\u06cc \u062f\u06cc \u0627\u062c\u0631\u0627 \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0646\u0633\u062e\u0647 \u0631\u0633\u0645\u06cc \u0622\u0646 \u0631\u0627 \u0627\u0632 GitHub \u06cc\u0627 \u0633\u0648\u0631\u062c \u0641\u0648\u0631\u062c \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u06cc\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0628\u0627 \u062f\u0627\u0646\u0633\u062a\u0646 \u0627\u06cc\u0646 \u0633\u0631\u06cc \u0627\u0632 \u06a9\u062f\u0647\u0627\u06cc \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 OpenCV \u0628\u0647 \u0631\u0627\u062d\u062a\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0648 \u0627\u0644\u0628\u062a\u0647 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 K \u0646\u0632\u062f\u06cc\u06a9 \u062a\u0631\u06cc\u0646 \u0647\u0645\u0633\u0627\u06cc\u0647 \u0631\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u06af\u0648\u0646\u0627\u06af\u0648\u0646 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0642\u0631\u0627\u0631 \u062f\u0647\u06cc\u062f.<\/p>\n<h4><strong>\u0628\u06cc\u0634\u062a\u0631 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f :<\/strong><\/h4>\n\n<ul class=\"wp-block-latest-posts__list wp-block-latest-posts\"><li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/shahaab-co.com\/mag\/news\/tesla-vision-ai-lane-detection\/\">\u062a\u0633\u0644\u0627 \u0648\u06cc\u0698\u0646 \u0686\u06cc\u0633\u062a \u0648 \u062e\u0648\u062f\u0631\u0648\u0647\u0627\u06cc \u062a\u0633\u0644\u0627 \u0686\u06af\u0648\u0646\u0647 \u062e\u0637\u0648\u0637 \u062c\u0627\u062f\u0647 \u0631\u0627 \u062a\u0634\u062e\u06cc\u0635 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f\u061f<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/shahaab-co.com\/mag\/news\/offline-ai-for-mobile\/\">\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0622\u0641\u0644\u0627\u06cc\u0646 \u0628\u0631\u0627\u06cc \u06af\u0648\u0634\u06cc<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/shahaab-co.com\/mag\/news\/which-ai-is-working-now\/\">\u06a9\u062f\u0627\u0645 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0627\u0644\u0627\u0646 \u06a9\u0627\u0631 \u0645\u06cc\u06a9\u0646\u0647\u061f<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/shahaab-co.com\/mag\/news\/how-to-find-hidden-spy-cameras-in-hotels\/\">\u062f\u0648\u0631\u0628\u06cc\u0646 \u0647\u0627\u06cc \u062c\u0627\u0633\u0648\u0633\u06cc \u062f\u0631 \u0647\u062a\u0644 \u0647\u0627! \u0686\u06af\u0648\u0646\u0647 \u067e\u06cc\u062f\u0627\u06cc\u0634\u0627\u0646 \u06a9\u0646\u06cc\u0645\u061f<\/a><\/li>\n<li><a class=\"wp-block-latest-posts__post-title\" href=\"https:\/\/shahaab-co.com\/mag\/news\/how-autonomous-vehicles-see-surroundings\/\">\u062e\u0648\u062f\u0631\u0648\u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0633\u0631\u0646\u0634\u06cc\u0646 \u0686\u06af\u0648\u0646\u0647 \u0645\u062d\u06cc\u0637 \u0627\u0637\u0631\u0627\u0641 \u0631\u0627 \u0645\u06cc \u0628\u06cc\u0646\u0646\u062f\u061f<\/a><\/li>\n<\/ul>\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-right kksr-valign-bottom\"\n    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\u0627\u0645\u062a\u06cc\u0627\u0632)&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"2\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"3\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-left: 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height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n<\/div>\n                \n\n<div class=\"kksr-legend\" style=\"font-size: 19.2px;\">\n            <span class=\"kksr-muted\">\u0627\u0645\u062a\u06cc\u0627\u0632 \u062f\u0647\u06cc\u062f!<\/span>\n    <\/div>\n    <\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u062f\u0631 \u062c\u0644\u0633\u0647 \u0642\u0628\u0644\u06cc \u0627\u0632 \u0622\u0645\u0648\u0632\u0634 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 K \u0646\u0632\u062f\u06cc\u06a9 \u062a\u0631\u06cc\u0646 \u0647\u0645\u0633\u0627\u06cc\u0647 \u067e\u0631\u062f\u0627\u062e\u062a\u06cc\u0645. \u062f\u0631 \u0627\u06cc\u0646 \u062c\u0644\u0633\u0647 \u062a\u0648\u0627\u0628\u0639 \u0648 \u062f\u0633\u062a\u0648\u0631\u0627\u062a \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 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&hellip;<\/p>\n","protected":false},"author":19,"featured_media":8178,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_editorskit_title_hidden":false,"_editorskit_reading_time":0,"_editorskit_is_block_options_detached":false,"_editorskit_block_options_position":"{}","footnotes":""},"categories":[195,18],"tags":[119,84,107,126],"class_list":["post-8157","post","type-post","status-publish","format-standard","has-post-thumbnail","","category-ml","category-edu","tag-opencv","tag-84","tag-107","tag-126"],"_links":{"self":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/8157","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/users\/19"}],"replies":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/comments?post=8157"}],"version-history":[{"count":1,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/8157\/revisions"}],"predecessor-version":[{"id":16836,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/8157\/revisions\/16836"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media\/8178"}],"wp:attachment":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media?parent=8157"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/categories?post=8157"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/tags?post=8157"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}