{"id":7952,"date":"2020-08-15T15:33:31","date_gmt":"2020-08-15T11:03:31","guid":{"rendered":"https:\/\/shahaab-co.ir\/mag\/?p=7952"},"modified":"2020-08-17T10:09:49","modified_gmt":"2020-08-17T05:39:49","slug":"mobile-app-facial-recognition-feature","status":"publish","type":"post","link":"https:\/\/shahaab-co.com\/mag\/edu\/machine-vision\/mobile-app-facial-recognition-feature\/","title":{"rendered":"\u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646 \u0645\u0648\u0628\u0627\u06cc\u0644 \u0628\u0627 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u062a\u0634\u06cc\u062e\u0635 \u0686\u0647\u0631\u0647"},"content":{"rendered":"<p style=\"text-align: justify;\">\u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631\u06cc \u0631\u0627 \u062a\u0635\u0648\u0631 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u067e\u0627\u0633\u062e 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id=\"%DA%86%D8%B1%D8%A7_%D8%B4%D9%86%D8%A7%D8%B3%D8%A7%DB%8C%DB%8C_%DA%86%D9%87%D8%B1%D9%87_%D8%AF%D8%B1_%D8%AD%D8%A7%D9%84_%D8%B8%D9%87%D9%88%D8%B1_%D8%A7%D8%B3%D8%AA%D8%9F\"><\/span><strong>\u0686\u0631\u0627 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0686\u0647\u0631\u0647 \u062f\u0631 \u062d\u0627\u0644 \u0638\u0647\u0648\u0631 \u0627\u0633\u062a<\/strong><strong>\u061f <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u0641\u0646\u0627\u0648\u0631\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0686\u0647\u0631\u0647 \u062c\u062f\u06cc\u062f \u0646\u06cc\u0633\u062a \u0627\u0645\u0627 \u0641\u0631\u0635\u062a \u0647\u0627\u06cc \u0631\u0634\u062f \u062c\u062f\u06cc\u062f\u06cc \u0631\u0627 \u062f\u0631 \u0633\u0627\u0644 \u0647\u0627\u06cc \u0622\u062a\u06cc \u067e\u06cc\u0634 \u0631\u0648 \u062f\u0627\u0631\u062f. \u0639\u0627\u0645\u0644 \u0627\u0635\u0644\u06cc \u067e\u06cc\u0634 \u0628\u0631\u0646\u062f\u0647 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\u062e\u06cc\u0631.<\/p>\n<ul style=\"text-align: justify;\">\n<li>\n<h3><span class=\"ez-toc-section\" id=\"%D8%AA%D8%B9%D9%87%D8%AF_%DA%A9%D8%A7%D8%B1%D8%A8%D8%B1\"><\/span><strong>\u062a\u0639\u0647\u062f \u06a9\u0627\u0631\u0628\u0631<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<\/li>\n<\/ul>\n<p style=\"text-align: justify;\">\u06cc\u06a9 \u0631\u0627\u0647 \u0628\u0631\u0627\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634 \u0648\u0641\u0627\u062f\u0627\u0631\u06cc \u0645\u0635\u0631\u0641 \u06a9\u0646\u0646\u062f\u06af\u0627\u0646 \u06cc\u06a9 \u06a9\u0627\u0641\u0647\u060c \u0631\u0633\u062a\u0648\u0631\u0627\u0646 \u06cc\u0627 \u0647\u062a\u0644 \u0647\u0627\u060c \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062e\u0648\u0634 \u0622\u0645\u062f \u06af\u0648\u06cc\u06cc \u0634\u062e\u0635\u06cc \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0686\u0647\u0631\u0647 \u0627\u0633\u062a.<\/p>\n<p 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justify;\"><strong>\u0641\u0646\u0627\u0648\u0631\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0686\u0647\u0631\u0647 \u0686\u06af\u0648\u0646\u0647 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f<\/strong><\/p>\n<p style=\"text-align: justify;\">\u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0686\u0647\u0631\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0627\u0632 \u0632\u06cc\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u0641\u0646\u0627\u0648\u0631\u06cc \u062a\u062d\u0644\u06cc\u0644 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0633\u062a. \u0648\u0631\u0648\u062f\u06cc \u0627\u06cc\u0646 \u0633\u06cc\u0633\u062a\u0645\u060c \u06cc\u06a9 \u062c\u0631\u06cc\u0627\u0646 \u062a\u0635\u0648\u06cc\u0631\u06cc \u06cc\u0627 \u0648\u06cc\u062f\u0626\u0648\u06cc\u06cc \u0648 \u062e\u0631\u0648\u062c\u06cc \u0634\u06cc\u0621 \u0634\u0646\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u06cc\u0627 \u062a\u0627\u06cc\u06cc\u062f \u0634\u062f\u0647 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\u0647\u0627<\/strong><\/h4>\n<\/li>\n<li>\n<h4><strong>\u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0686\u0647\u0631\u0647<\/strong><\/h4>\n<\/li>\n<\/ol>\n<p style=\"text-align: justify;\">\u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0686\u0647\u0631\u0647 \u0641\u0631\u0622\u06cc\u0646\u062f \u062a\u0627\u06cc\u06cc\u062f \u0686\u0647\u0631\u0647 \u0627\u0646\u0633\u0627\u0646 \u0628\u0627 \u0627\u0633\u06a9\u0646 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0633\u062a. \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648\u06cc\u0698\u06af\u06cc \u0634\u0627\u0645\u0644 \u0628\u062f\u0633\u062a \u0622\u0648\u0631\u062f\u0646 \u0627\u0644\u06af\u0648 \u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0686\u0647\u0631\u0647\u2013 \u0646\u0627\u062d\u06cc\u0647 \u0647\u0627\u06cc \u0635\u0648\u0631\u062a ( \u0645\u0627\u0646\u0646\u062f \u0641\u0636\u0627\u06cc \u0686\u0634\u0645 \u0647\u0627)\u060c \u0627\u062e\u062a\u0644\u0627\u0641\u0627\u062a\u060c \u0632\u0627\u0648\u06cc\u0647 \u0647\u0627 \u0648 \u0646\u0633\u0628\u062a \u0647\u0627 &#8211; \u0628\u0631\u0627\u06cc \u062a\u062e\u0645\u06cc\u0646 \u0647\u0648\u06cc\u062a \u0627\u0646\u0633\u0627\u0646 \u0627\u0633\u062a. \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u0633\u06cc\u0633\u062a\u0645 \u062a\u0644\u0627\u0634 \u0645\u06cc \u06a9\u0646\u062f \u0686\u0647\u0631\u0647 \u0631\u0627 \u0628\u0634\u0646\u0627\u0633\u062f \u0648 \u0628\u0627 \u0627\u0633\u0645 \u0647\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0634\u062f\u0647 \u062f\u0631 \u067e\u0627\u06cc\u06af\u0627\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0637\u0627\u0628\u0642\u062a \u062f\u0647\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0631\u0648\u06cc\u06a9\u0631\u062f \u0647\u0627\u06cc \u0645\u062a\u0639\u062f\u062f\u06cc \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0686\u0647\u0631\u0647 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u0646\u062f. \u062a\u0641\u0627\u0648\u062a \u0639\u0645\u062f\u0647 \u0645\u06cc\u0627\u0646 \u062a\u0645\u0627\u0645 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u060c \u0645\u062d\u0627\u0633\u0628\u0647 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627 \u0648 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0627 \u06cc\u06a9\u062f\u06cc\u06af\u0631 \u0627\u0633\u062a. \u0631\u0648\u06cc\u06a9\u0631\u062f\u06cc \u06a9\u0647 \u0645\u0627 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u06cc\u0645 \u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647 \u0627\u0635\u0644\u06cc \u0648 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0627\u0633\u062a. \u0628\u0628\u06cc\u0646\u06cc\u0645 \u0627\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627 \u0686\u06af\u0648\u0646\u0647 \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%AA%D8%AD%D9%84%DB%8C%D9%84_%D9%85%D9%88%D9%84%D9%81%D9%87_%D8%A7%D8%B5%D9%84%DB%8C\"><\/span><strong>\u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647 \u0627\u0635\u0644\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><a href=\"https:\/\/shahaab-co.ir\/mag\/edu\/principal-component-analysis-pca\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647 \u0627\u0635\u0644\u06cc ( PCA )<\/a> \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u062d\u0628\u0648\u0628 \u062a\u0631\u06cc\u0646 \u0648 \u062f\u0642\u06cc\u0642 \u062a\u0631\u06cc\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627 \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0686\u0647\u0631\u0647 \u0627\u0633\u062a. \u062a\u0635\u0648\u06cc\u0631 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0628\u0631\u062f\u0627\u0631 \u0628\u0627 \u0627\u0628\u0639\u0627\u062f \u06a9\u0648\u0686\u06a9 (\u0627\u062c\u0632\u0627\u06cc \u0627\u0635\u0644\u06cc) \u0646\u0645\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f \u060c \u06a9\u0647 \u0633\u067e\u0633 \u0628\u0627 \u0628\u0631\u062f\u0627\u0631\u0647\u0627\u06cc \u0645\u0639\u06cc\u0627\u0631 \u0627\u0632 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0645\u06cc \u0634\u0648\u062f. \u0647\u062f\u0641 \u0627\u0635\u0644\u06cc PCA \u06a9\u0627\u0647\u0634 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647 \u0627\u0628\u0639\u0627\u062f \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627 \u0627\u0633\u062a \u0628\u0647 \u0637\u0648\u0631\u06cc \u06a9\u0647 \u0628\u0647 \u0622\u0646 \u0647\u0627 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0645\u0639\u0645\u0648\u0644 \u062f\u0631 \u0686\u0647\u0631\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0631\u0627 \u062a\u0648\u0635\u06cc\u0641 \u06a9\u0646\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0627\u0628\u062a\u062f\u0627\u060c \u0645\u062c\u0645\u0648\u0639\u0647 \u0686\u0647\u0631\u0647 \u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0648\u0631\u0648\u062f\u06cc \u0628\u0647 \u06cc\u06a9 \u0645\u0627\u062a\u0631\u06cc\u0633 \u062f\u0627\u062f\u0647 \u0631\u0627\u06cc\u062c \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc \u0634\u0648\u062f.<\/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\/\u062a\u0628\u062f\u06cc\u0644-\u062a\u0635\u0627\u0648\u06cc\u0631-\u0622\u0645\u0648\u0632\u0634-\u0686\u0647\u0631\u0647-\u0628\u0647-\u0645\u0627\u062a\u0631\u06cc\u0633-\u0639\u0645\u0644\u06cc\u0627\u062a\u06cc-scaled.jpg\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" width=\"1024\" height=\"640\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/08\/\u062a\u0628\u062f\u06cc\u0644-\u062a\u0635\u0627\u0648\u06cc\u0631-\u0622\u0645\u0648\u0632\u0634-\u0686\u0647\u0631\u0647-\u0628\u0647-\u0645\u0627\u062a\u0631\u06cc\u0633-\u0639\u0645\u0644\u06cc\u0627\u062a\u06cc-1024x640.jpg\" alt=\"\u062a\u0628\u062f\u06cc\u0644 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0622\u0645\u0648\u0632\u0634 \u0686\u0647\u0631\u0647 \u0628\u0647 \u0645\u0627\u062a\u0631\u06cc\u0633 \u0639\u0645\u0644\u06cc\u0627\u062a\u06cc\" class=\"wp-image-7954\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/08\/\u062a\u0628\u062f\u06cc\u0644-\u062a\u0635\u0627\u0648\u06cc\u0631-\u0622\u0645\u0648\u0632\u0634-\u0686\u0647\u0631\u0647-\u0628\u0647-\u0645\u0627\u062a\u0631\u06cc\u0633-\u0639\u0645\u0644\u06cc\u0627\u062a\u06cc-1024x640.jpg 1024w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/08\/\u062a\u0628\u062f\u06cc\u0644-\u062a\u0635\u0627\u0648\u06cc\u0631-\u0622\u0645\u0648\u0632\u0634-\u0686\u0647\u0631\u0647-\u0628\u0647-\u0645\u0627\u062a\u0631\u06cc\u0633-\u0639\u0645\u0644\u06cc\u0627\u062a\u06cc-300x188.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/08\/\u062a\u0628\u062f\u06cc\u0644-\u062a\u0635\u0627\u0648\u06cc\u0631-\u0622\u0645\u0648\u0632\u0634-\u0686\u0647\u0631\u0647-\u0628\u0647-\u0645\u0627\u062a\u0631\u06cc\u0633-\u0639\u0645\u0644\u06cc\u0627\u062a\u06cc-768x480.jpg 768w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/08\/\u062a\u0628\u062f\u06cc\u0644-\u062a\u0635\u0627\u0648\u06cc\u0631-\u0622\u0645\u0648\u0632\u0634-\u0686\u0647\u0631\u0647-\u0628\u0647-\u0645\u0627\u062a\u0631\u06cc\u0633-\u0639\u0645\u0644\u06cc\u0627\u062a\u06cc-1536x960.jpg 1536w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/08\/\u062a\u0628\u062f\u06cc\u0644-\u062a\u0635\u0627\u0648\u06cc\u0631-\u0622\u0645\u0648\u0632\u0634-\u0686\u0647\u0631\u0647-\u0628\u0647-\u0645\u0627\u062a\u0631\u06cc\u0633-\u0639\u0645\u0644\u06cc\u0627\u062a\u06cc-scaled.jpg 1500w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><figcaption>\u062a\u0628\u062f\u06cc\u0644 \u0645\u062c\u0645\u0648\u0639\u0647 \u0686\u0647\u0631\u0647 \u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0628\u0647 \u06cc\u06a9 \u0645\u0627\u062a\u0631\u06cc\u0633<\/figcaption><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u0645\u0627\u062a\u0631\u06cc\u0633 \u060c \u062a\u0635\u0648\u06cc\u0631 \u0648\u0631\u0648\u062f\u06cc \u0628\u0647 \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u06cc \u0627\u0632 \u0636\u0631\u0627\u06cc\u0628 \u062e\u0637\u06cc \u0628\u0647 \u0646\u0627\u0645 \u0645\u0648\u0644\u0641\u0647 \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u06cc\u0627 <strong>\u0686\u0647\u0631\u0647 \u0647\u0627\u06cc \u0648\u06cc\u0698\u0647 ( Eigenfaces )<\/strong> \u062a\u062c\u0632\u06cc\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0645\u0648\u0644\u0641\u0647 \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u062f\u0631 \u0647\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0686\u0647\u0631\u0647 \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f \u06a9\u0647 \u0645\u0639\u0645\u0648\u0644\u0627 \u0647\u0631 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u06f5 \u062a\u0627 \u06f3\u06f0\u06f0 \u0648\u06cc\u0698\u06af\u06cc \u062e\u0627\u0635 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f. \u0645\u0648\u0644\u0641\u0647 \u0647\u0627\u06cc \u0628\u0627\u0642\u06cc\u0645\u0627\u0646\u062f\u0647 \u062a\u0641\u0627\u0648\u062a \u062c\u0632\u0626\u06cc \u0645\u06cc\u0627\u0646 \u0686\u0647\u0631\u0647 \u0648 \u0646\u0648\u06cc\u0632 \u0647\u0627\u06cc \u067e\u0633 \u0632\u0645\u06cc\u0646\u0647 \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u0646\u062f. \u0641\u0631\u0622\u06cc\u0646\u062f \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u062f\u0631 \u0648\u0627\u0642\u0639 \u0634\u0627\u0645\u0644 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0645\u0648\u0644\u0641\u0647 \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631 \u0646\u0627\u0634\u0646\u0627\u0633 \u0628\u0627 \u0645\u0648\u0644\u0641\u0647 \u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\">\u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647 \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0631\u0648\u0634\u06cc \u0627\u0633\u062a \u0628\u0647 \u062e\u0648\u0628\u06cc \u0635\u062d\u062a \u062e\u0648\u062f \u0631\u0627 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u062f\u0631 \u0645\u0648\u0627\u0631\u062f\u06cc \u06a9\u0647 \u062a\u063a\u06cc\u06cc\u0631 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u062f\u0631 \u0631\u0648\u0634\u0646\u0627\u06cc\u06cc \u06cc\u0627 \u062d\u0627\u0644\u062a \u0686\u0647\u0631\u0647 \u0635\u0648\u0631\u062a \u06af\u0631\u0641\u062a\u0647\u060c \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0628\u0647 \u0635\u0648\u0631\u062a \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u06a9\u0627\u0647\u0634 \u0645\u06cc \u06cc\u0627\u0628\u062f. \u0631\u0627\u0647 \u062d\u0644 \u0627\u06cc\u0646 \u0645\u0634\u06a9\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <strong>\u062a\u0641\u06a9\u06cc\u06a9 \u062e\u0637\u06cc \u0641\u06cc\u0634\u0631 ( Fisherface )<\/strong> \u0627\u0633\u062a. \u062a\u062c\u0631\u0628\u0647 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u062a\u062d\u062a \u0634\u0631\u0627\u06cc\u0637 \u0646\u0648\u0631\u062f\u0647\u06cc \u0645\u0648\u0631\u0628 \u06cc\u0627 \u0633\u0627\u06cc\u0647 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0686\u0647\u0631\u0647\u060c \u0631\u0648\u0634 \u0641\u06cc\u0634\u0631 \u0647\u0646\u0648\u0632 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u06f9\u06f5% \u06cc \u0631\u0627 \u062f\u0631 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 \u0631\u0648\u0634 \u0686\u0647\u0631\u0647 \u0647\u0627\u06cc \u0648\u06cc\u0698\u0647 \u06a9\u0647 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0622\u0646 \u06f5\u06f3% \u0627\u0633\u062a \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f.<\/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\/\u062c\u0647\u0631\u0647-\u0647\u0627\u06cc-\u0648\u06cc\u0698\u0647-scaled.jpg\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" width=\"1024\" height=\"640\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/08\/\u062c\u0647\u0631\u0647-\u0647\u0627\u06cc-\u0648\u06cc\u0698\u0647-1024x640.jpg\" alt=\"\u062c\u0647\u0631\u0647 \u0647\u0627\u06cc \u0648\u06cc\u0698\u0647\" class=\"wp-image-7956\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/08\/\u062c\u0647\u0631\u0647-\u0647\u0627\u06cc-\u0648\u06cc\u0698\u0647-1024x640.jpg 1024w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/08\/\u062c\u0647\u0631\u0647-\u0647\u0627\u06cc-\u0648\u06cc\u0698\u0647-300x188.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/08\/\u062c\u0647\u0631\u0647-\u0647\u0627\u06cc-\u0648\u06cc\u0698\u0647-768x480.jpg 768w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/08\/\u062c\u0647\u0631\u0647-\u0647\u0627\u06cc-\u0648\u06cc\u0698\u0647-1536x960.jpg 1536w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/08\/\u062c\u0647\u0631\u0647-\u0647\u0627\u06cc-\u0648\u06cc\u0698\u0647-scaled.jpg 1500w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><figcaption>\u0646\u0645\u0648\u0646\u0647 \u0627\u06cc \u0627\u0632 \u0686\u0647\u0631\u0647 \u0647\u0627\u06cc \u0648\u06cc\u0698\u0647 (Eigenfaces ) \u0628\u062f\u0633\u062a \u0622\u0645\u062f\u0647 \u0628\u0631\u0627\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u0632 \u0686\u0647\u0631\u0647 \u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u062f\u06cc\u062f\u0647<\/figcaption><\/figure><\/div>\n\n\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%B4%D8%A8%DA%A9%D9%87_%D8%B9%D8%B5%D8%A8%DB%8C_%D9%85%D8%B5%D9%86%D9%88%D8%B9%DB%8C\"><\/span><strong>\u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0645\u0635\u0646\u0648\u0639\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0645\u0635\u0646\u0648\u0639\u06cc \u06cc\u06a9 \u0631\u0648\u0634 \u0645\u062d\u0628\u0648\u0628 \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0686\u0647\u0631\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0634\u0628\u06a9\u0647 \u0647\u0627 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627 \u0648 \u062a\u0635\u0645\u06cc\u0645 \u06af\u06cc\u0631\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u06cc\u06a9\u06cc \u0627\u0632 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062a\u0631\u06cc\u0646 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size-large\"><a href=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/08\/\u0645\u0639\u0645\u0627\u0631\u06cc-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc-scaled.jpg\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" width=\"1024\" height=\"640\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/08\/\u0645\u0639\u0645\u0627\u0631\u06cc-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc-1024x640.jpg\" alt=\"\u0645\u0639\u0645\u0627\u0631\u06cc \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc\" class=\"wp-image-7958\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/08\/\u0645\u0639\u0645\u0627\u0631\u06cc-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc-1024x640.jpg 1024w, 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\u0646\u062a\u06cc\u062c\u0647 \u0631\u0627 \u0645\u06cc \u062f\u0647\u062f. \u0686\u0647\u0631\u0647 \u0647\u0627 \u0627\u0632 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0634\u062f\u0647 \u0648 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 PCA \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u0632 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0686\u0647\u0631\u0647 \u0631\u0627 \u062a\u0648\u0635\u06cc\u0641 \u0645\u06cc \u06a9\u0646\u062f. \u0633\u067e\u0633 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u062a\u0627 \u0686\u0647\u0631\u0647 \u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u0645\u0646\u0627\u0633\u0628 \u062a\u0648\u0635\u06cc\u0641 \u06a9\u0646\u0646\u062f\u06af\u0627\u0646\u060c \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06a9\u0646\u062f.<\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D9%BE%DB%8C%D8%A7%D8%AF%D9%87_%D8%B3%D8%A7%D8%B2%DB%8C_%D9%BE%D8%B1%D9%88%DA%98%D9%87_%D8%B4%D9%86%D8%A7%D8%B3%D8%A7%DB%8C%DB%8C_%DA%86%D9%87%D8%B1%D9%87\"><\/span><strong>\u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u067e\u0631\u0648\u0698\u0647 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0686\u0647\u0631\u0647<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D9%85%D8%B1%D9%88%D8%B1_%D9%BE%D8%B1%D9%88%DA%98%D9%87\"><\/span><strong>\u0645\u0631\u0648\u0631 \u067e\u0631\u0648\u0698\u0647 <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u0628\u0631\u0646\u0627\u0645\u0647 \u0627\u06cc \u06a9\u0647 \u0646\u06cc\u0627\u0632\u0645\u0646\u062f \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0648\u06cc\u0698\u06af\u06cc 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\u06a9\u0646\u062f. \u0645\u0648\u062a\u0648\u0631 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0686\u0647\u0631\u0647 \u060c \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0686\u0647\u0631\u0647 \u062f\u0631\u06cc\u0627\u0641\u062a \u0634\u062f\u0647 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062f\u0648\u0631\u0628\u06cc\u0646 \u0631\u0627 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0645\u06cc \u06a9\u0646\u062f. \u0627\u06af\u0631 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0686\u0647\u0631\u0647 \u0628\u0627 \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u06cc \u06a9\u0647 \u06a9\u0627\u0631\u0628\u0631 \u0642\u0628\u0644\u0627 \u062f\u0631 \u067e\u0631\u0648\u0641\u0627\u06cc\u0644 \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0631\u062f\u0647\u060c \u0645\u0637\u0627\u0628\u0642\u062a \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f\u060c \u0645\u062d\u062a\u0648\u0627\u06cc \u0645\u062a\u0646 \u0631\u0645\u0632 \u06af\u0634\u0627\u06cc\u06cc \u0634\u062f\u0647 \u0648 \u0631\u0648\u06cc \u0635\u0641\u062d\u0647 \u0646\u0645\u0627\u06cc\u0634\u060c \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f. \u0645\u0648\u062a\u0648\u0631 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0686\u0647\u0631\u0647 \u062f\u0631 \u0647\u0631 n \u062b\u0627\u0646\u06cc\u0647 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0686\u0647\u0631\u0647 \u06a9\u0627\u0631\u0628\u0631 \u0631\u0627 \u0645\u062c\u062f\u062f\u0627 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u062f\u061b \u0627\u06af\u0631 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062f\u0631\u06cc\u0627\u0641\u062a \u0634\u062f\u0647 \u0686\u0647\u0631\u0647 \u0644\u062d\u0638\u0647 \u0627\u06cc \u0647\u0645 \u062e\u0648\u0627\u0646\u06cc \u0646\u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f\u060c \u0645\u062a\u0646 \u0645\u0628\u0647\u0645 \u0645\u06cc \u06af\u0631\u062f\u062f. \u0628\u0647 \u062a\u0635\u0648\u06cc\u0631 \u0632\u06cc\u0631 \u0646\u06af\u0627\u0647 \u06a9\u0646\u06cc\u062f.<\/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\/\u0642\u0627\u0628\u0644\u06cc\u062a-\u062a\u0634\u062e\u06cc\u0635-\u0686\u0647\u0631\u0647-\u062f\u0631-\u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646-scaled.jpg\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" width=\"769\" height=\"1024\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/08\/\u0642\u0627\u0628\u0644\u06cc\u062a-\u062a\u0634\u062e\u06cc\u0635-\u0686\u0647\u0631\u0647-\u062f\u0631-\u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646-769x1024.jpg\" alt=\"\u0642\u0627\u0628\u0644\u06cc\u062a \u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647 \u062f\u0631 \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\" class=\"wp-image-7960\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/08\/\u0642\u0627\u0628\u0644\u06cc\u062a-\u062a\u0634\u062e\u06cc\u0635-\u0686\u0647\u0631\u0647-\u062f\u0631-\u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646-769x1024.jpg 769w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/08\/\u0642\u0627\u0628\u0644\u06cc\u062a-\u062a\u0634\u062e\u06cc\u0635-\u0686\u0647\u0631\u0647-\u062f\u0631-\u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646-225x300.jpg 225w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/08\/\u0642\u0627\u0628\u0644\u06cc\u062a-\u062a\u0634\u062e\u06cc\u0635-\u0686\u0647\u0631\u0647-\u062f\u0631-\u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646-768x1023.jpg 768w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/08\/\u0642\u0627\u0628\u0644\u06cc\u062a-\u062a\u0634\u062e\u06cc\u0635-\u0686\u0647\u0631\u0647-\u062f\u0631-\u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646-1154x1536.jpg 1154w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/08\/\u0642\u0627\u0628\u0644\u06cc\u062a-\u062a\u0634\u062e\u06cc\u0635-\u0686\u0647\u0631\u0647-\u062f\u0631-\u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646-1538x2048.jpg 1538w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/08\/\u0642\u0627\u0628\u0644\u06cc\u062a-\u062a\u0634\u062e\u06cc\u0635-\u0686\u0647\u0631\u0647-\u062f\u0631-\u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646-scaled.jpg 1127w\" sizes=\"(max-width: 769px) 100vw, 769px\" \/><\/a><figcaption>\u0634\u0645\u0627\u062a\u06cc\u06a9 \u0686\u06af\u0648\u0646\u06af\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0627\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647<\/figcaption><\/figure><\/div>\n\n\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%B4%D9%86%D8%A7%D8%B3%D8%A7%DB%8C%DB%8C_%DA%86%D9%87%D8%B1%D9%87_%D8%A8%D8%A7_OPENCV\"><\/span><strong>\u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0686\u0647\u0631\u0647 \u0628\u0627 <\/strong><strong>OPENCV<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">OpenCV \u06cc\u06a9 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0645\u0646\u0628\u0639 \u0628\u0627\u0632 \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0627\u0628\u062a\u062f\u0627 \u0628\u0647 \u0645\u0646\u0638\u0648\u0631 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0628\u06cc\u0646\u0627\u06cc\u06cc \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0627\u06cc\u062c\u0627\u062f \u0634\u062f. \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0644\u06cc\u060c OpenCV \u0632\u06cc\u0631 \u0633\u0627\u062e\u062a\u06cc \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0627\u0634\u06cc\u0627 \u0628\u0648\u062f\u0647 \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0647\u0631 \u0634\u06cc \u0627\u0632 \u062c\u0645\u0644\u0647 \u0686\u0647\u0631\u0647 \u060c \u0622\u0646 \u0631\u0627 \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f. \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u060c \u06cc\u06a9 \u062c\u0639\u0628\u0647 \u0627\u0628\u0632\u0627\u0631 \u0634\u0627\u0645\u0644 \u0647\u0632\u0627\u0631\u0627\u0646 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0628\u0647\u06cc\u0646\u0647 \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0627\u0647\u062f\u0627\u0641 \u0645\u062e\u062a\u0644\u0641 \u0627\u0633\u062a. \u0628\u0647 \u0647\u0645\u06cc\u0646 \u062f\u0644\u06cc\u0644 \u0627\u0633\u062a \u06a9\u0647 OpenCV \u0628\u0647 \u0646\u0638\u0631 \u0627\u0646\u062a\u062e\u0627\u0628 \u0641\u0648\u0642 \u0627\u0644\u0639\u0627\u062f\u0647 \u0627\u06cc \u0628\u0631\u0627\u06cc \u067e\u0631\u0648\u0698\u0647 \u0645\u0627 \u0645\u06cc \u0631\u0633\u062f.<\/p>\n<p style=\"text-align: justify;\">\u06f3 \u0631\u0627\u0647 \u0628\u0631\u0627\u06cc \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0646 OpenCV \u0628\u0647 \u067e\u0631\u0648\u0698\u0647 iOS \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u0627\u0633\u062a:<\/p>\n<ol style=\"text-align: justify;\">\n<li>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 CocoaPods \u062f\u0631 OpenCV<\/li>\n<li>\u06cc\u06a9 \u0646\u0633\u062e\u0647 \u0631\u0633\u0645\u06cc \u0627\u0632 \u0686\u0627\u0631\u0686\u0648\u0628 OpenCV \u0628\u0631\u0627\u06cc IOS \u0631\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u0648 \u0628\u0647 \u067e\u0631\u0648\u0698\u0647 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0645\u0646\u0627\u0628\u0639 <a href=\"https:\/\/github.com\/Itseez\/opencv\" target=\"_blank\" rel=\"noopener noreferrer\">GitHub<\/a> \u0648 \u062f\u0646\u0628\u0627\u0644 \u06a9\u0631\u062f\u0646 <a href=\"https:\/\/docs.opencv.org\/2.4\/doc\/tutorials\/introduction\/ios_install\/ios_install.html#ios-installation\" target=\"_blank\" rel=\"noopener noreferrer\">\u062f\u0633\u062a\u0648\u0631 \u0627\u0644\u0639\u0645\u0644<\/a> \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u062e\u0648\u062f<\/li>\n<\/ol>\n<p style=\"text-align: justify;\">OpenCV \u0628\u0647 \u0627\u0646\u062f\u0627\u0632\u0647 \u06a9\u0627\u0641\u06cc \u0628\u0631\u0627\u06cc \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u062f\u0648 \u0627\u0635\u0644 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0686\u0647\u0631\u0647 \u060c \u06cc\u0639\u0646\u06cc <strong>\u0634\u0646\u0627\u0633\u0627\u06cc\u06cc ( Detection )<\/strong>&nbsp;\u0648 <strong>\u062a\u0634\u06cc\u062e\u0635 ( Recognition )<\/strong>&nbsp;\u060c \u06a9\u0627\u0631\u0627\u06cc\u06cc \u062f\u0627\u0631\u062f.<\/p>\n<h4 style=\"text-align: justify;\"><strong>\u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0686\u0647\u0631\u0647<\/strong><\/h4>\n<p style=\"text-align: justify;\">\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 OpenCV \u060c \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0622\u0645\u0627\u062f\u0647 \u06cc \u0628\u0633\u06cc\u0627\u0631\u06cc \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647 \u0648 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0686\u0647\u0631\u0647\u060c \u062d\u062a\u06cc \u0644\u0628\u062e\u0646\u062f\u060c \u0631\u0627 \u062f\u0627\u0631\u062f. \u062a\u0634\u062e\u06cc\u0635 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0622\u0645\u0648\u0632\u0634 \u0642\u0627\u0628\u0644 \u0627\u0646\u062c\u0627\u0645 \u0627\u0633\u062a. \u062f\u0631 \u0647\u0646\u06af\u0627\u0645 \u0641\u0631\u0627\u06cc\u0646\u062f \u0622\u0645\u0648\u0632\u0634\u060c \u062f\u0631\u062e\u062a \u062a\u0635\u0645\u06cc\u0645 \u0645\u0639\u0645\u0648\u0644\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0645\u062b\u0628\u062a ( \u062a\u0635\u0627\u0648\u06cc\u0631 \u0647\u0645\u0631\u0627\u0647 \u0628\u0627 \u0686\u0647\u0631\u0647 ) \u0648 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0627\u0634\u062a\u0628\u0627\u0647 ( \u062a\u0635\u0627\u0648\u06cc\u0631 \u0628\u062f\u0648\u0646 \u0686\u0647\u0631\u0647 ) \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u0645\u06cc \u0634\u0648\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0641\u0631\u0627\u06cc\u0646\u062f \u0622\u0645\u0648\u0632\u0634 \u0628\u0627 \u0647\u062f\u0641 \u062a\u062e\u0645\u06cc\u0646 \u0632\u062f\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u062f\u0631\u0633\u062a \u0648 \u0645\u0642\u06cc\u0627\u0633 \u0647\u0627 \u0648 \u0648\u0632\u0646 \u0622\u0646 \u0647\u0627 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u0634\u0648\u062f. \u0627\u06cc\u0646 \u0645\u0639\u06cc\u0627\u0631 \u0647\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0627\u0648\u0644\u06cc\u0646 \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f \u0647\u0627 \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u0645\u06cc \u0634\u0648\u0646\u062f. \u062f\u0631 \u0637\u0648\u0644 \u0627\u0646\u062c\u0627\u0645 \u0639\u0645\u0644 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc\u060c \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f \u0622\u0645\u0648\u0632\u0634 \u062f\u06cc\u062f\u0647 \u062f\u0631 \u0633\u0631\u0627\u0633\u0631 \u067e\u06cc\u06a9\u0633\u0644 \u0647\u0627\u06cc \u062a\u0635\u0648\u06cc\u0631 \u0648\u0631\u0648\u062f\u06cc \u062f\u0631 \u0645\u0642\u06cc\u0627\u0633 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062d\u0631\u06a9\u062a \u0645\u06cc \u06a9\u0646\u062f \u062a\u0627 \u0642\u0627\u062f\u0631 \u0628\u0647 \u062a\u0634\u062e\u06cc\u0635 \u0627\u0646\u062f\u0627\u0632\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0686\u0647\u0631\u0647 \u0628\u0627\u0634\u062f.<\/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\/\u0686\u0647\u0631\u0647-\u0647\u0627\u06cc-\u0648\u06cc\u0698\u0647-\u062f\u0631-OpenCV-scaled.jpg\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" width=\"1024\" height=\"640\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/08\/\u0686\u0647\u0631\u0647-\u0647\u0627\u06cc-\u0648\u06cc\u0698\u0647-\u062f\u0631-OpenCV-1024x640.jpg\" alt=\"\u0686\u0647\u0631\u0647 \u0647\u0627\u06cc \u0648\u06cc\u0698\u0647 \u062f\u0631 OpenCV\" class=\"wp-image-7963\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/08\/\u0686\u0647\u0631\u0647-\u0647\u0627\u06cc-\u0648\u06cc\u0698\u0647-\u062f\u0631-OpenCV-1024x640.jpg 1024w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/08\/\u0686\u0647\u0631\u0647-\u0647\u0627\u06cc-\u0648\u06cc\u0698\u0647-\u062f\u0631-OpenCV-300x188.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/08\/\u0686\u0647\u0631\u0647-\u0647\u0627\u06cc-\u0648\u06cc\u0698\u0647-\u062f\u0631-OpenCV-768x480.jpg 768w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/08\/\u0686\u0647\u0631\u0647-\u0647\u0627\u06cc-\u0648\u06cc\u0698\u0647-\u062f\u0631-OpenCV-1536x960.jpg 1536w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/08\/\u0686\u0647\u0631\u0647-\u0647\u0627\u06cc-\u0648\u06cc\u0698\u0647-\u062f\u0631-OpenCV-scaled.jpg 1500w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u0628\u0639\u0636\u06cc \u0627\u0632 \u0686\u06cc\u0632 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0631 \u0633\u06cc\u0633\u062a\u0645 \u0622\u0645\u0648\u0632\u0634 \u062a\u0627\u062b\u06cc\u0631 \u0645\u06cc \u06af\u0630\u0627\u0631\u062f \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n<ol style=\"text-align: justify;\">\n<li>\u06a9\u06cc\u0641\u06cc\u062a \u062a\u0635\u0627\u0648\u06cc\u0631 \u0648\u0631\u0648\u062f\u06cc \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0648 \u0627\u06cc\u0646\u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0686\u0647\u0631\u0647 \u0631\u0627 \u0628\u0631\u0634 \u062f\u0627\u062f\u0647 \u0627\u06cc\u062f. \u0628\u0631\u0627\u06cc \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0633\u0627\u0632\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u0648\u0631\u0648\u062f\u06cc \u060c \u06cc\u06a9 \u0646\u0627\u062d\u06cc\u0647 \u0645\u0633\u062a\u0637\u06cc\u0644 \u0634\u06a9\u0644 \u0628\u0647 \u0635\u0641\u062d\u0647 \u062b\u0628\u062a \u0646\u0627\u0645 \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0645\u0648\u0642\u0639\u06cc\u062a \u0648 \u0641\u0627\u0635\u0644\u0647 \u0645\u0637\u0644\u0648\u0628 \u0686\u0647\u0631\u0647 \u06a9\u0627\u0631\u0628\u0631 \u0646\u0633\u0628\u062a \u0628\u0647 \u062f\u0648\u0631\u0628\u06cc\u0646 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f.<\/li>\n<li>\u062a\u0639\u062f\u0627\u062f \u062a\u0635\u0627\u0648\u06cc\u0631\u06cc \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u062f\u0642\u06cc\u0642 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f \u0646\u06cc\u0632 \u06cc\u06a9 \u0639\u0627\u0645\u0644 \u0645\u06cc \u0628\u0627\u0634\u062f. \u0628\u0631\u0627\u06cc \u0633\u06cc\u0633\u062a\u0645 \u0645\u0627\u060c \u0628\u0647 \u0646\u0638\u0631 \u0645\u06cc \u0631\u0633\u062f \u06f9 \u062a\u0635\u0648\u06cc\u0631 \u06a9\u0627\u0641\u06cc \u0628\u0627\u0634\u062f.<\/li>\n<li>\u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0634\u0645\u0627 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 \u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0628\u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0628\u0647\u062a\u0631\u060c \u062a\u0635\u0627\u0648\u06cc\u0631 \u0628\u06cc\u0634\u062a\u0631\u06cc (\u0645\u062b\u0644\u0627 \u0627\u0632 \u0632\u0648\u0627\u06cc\u0627\u06cc \u0645\u062e\u062a\u0644\u0641) \u0627\u0632 \u062e\u0648\u062f \u0628\u06af\u06cc\u0631\u0646\u062f.<\/li>\n<\/ol>\n<h4 style=\"text-align: justify;\"><strong>\u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647<\/strong><\/h4>\n<p style=\"text-align: justify;\">\u06f3 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u067e\u0627\u06cc\u0647 \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0686\u0647\u0631\u0647 \u062f\u0631 &nbsp;OpenCV \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f:<strong> \u0686\u0647\u0631\u0647 \u0647\u0627\u06cc \u0648\u06cc\u0698\u0647<\/strong> \u060c <strong>\u0686\u0647\u0631\u0647 \u0647\u0627\u06cc \u0641\u06cc\u0634\u0631 <\/strong>\u0648 <strong>\u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u0645\u062d\u0644\u06cc \u0627\u0644\u06af\u0648 \u0647\u0627\u06cc \u062f\u0648\u062f\u0648\u06cc\u06cc ( LBPH )<\/strong>. \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0645\u0637\u0627\u0644\u0639\u0647 \u0628\u06cc\u0634\u062a\u0631\u06cc \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0627\u0631\u062f \u062f\u0631 \u0642\u0633\u0645\u062a <a href=\"http:\/\/docs.opencv.org\/modules\/contrib\/doc\/facerec\/facerec_tutorial.html#local-binary-patterns-histograms\" target=\"_blank\" rel=\"noopener noreferrer\">\u0645\u0633\u062a\u0646\u062f\u0627\u062a OpenCV<\/a> \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u067e\u0631\u0648\u0698\u0647 \u0645\u0627 \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 <strong>LBPH<\/strong> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u0628\u0647 \u0627\u06cc\u0646 \u062f\u0644\u06cc\u0644 \u06a9\u0647 \u0648\u0631\u0648\u062f\u06cc \u06a9\u0627\u0631\u0628\u0631 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u062f\u0648\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0622\u0645\u0648\u0632\u0634 \u0645\u062c\u062f\u062f \u06a9\u0644 \u0633\u06cc\u0633\u062a\u0645\u060c \u0628\u0647 \u0631\u0648\u0632 \u06af\u0631\u062f\u062f.<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%DA%86%D8%B1%D8%A7_OpenCV_%D8%A8%D9%87%D8%AA%D8%B1%DB%8C%D9%86_%D8%A7%D9%86%D8%AA%D8%AE%D8%A7%D8%A8_%D8%A8%D8%B1%D8%A7%DB%8C_%D9%BE%D8%B1%D9%88%DA%98%D9%87_%D9%85%D8%A7_%D9%86%DB%8C%D8%B3%D8%AA\"><\/span><strong>\u0686\u0631\u0627 <\/strong><strong>OpenCV<\/strong><strong> \u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0646\u062a\u062e\u0627\u0628 \u0628\u0631\u0627\u06cc \u067e\u0631\u0648\u0698\u0647 \u0645\u0627 \u0646\u06cc\u0633\u062a<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u062a\u0644\u0627\u0634 \u062f\u0631 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u067e\u0631\u0648\u0698\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u067e\u062a\u0627\u0646\u0633\u06cc\u0644 &nbsp;OpenCV\u060c \u0645\u0627 \u0631\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0646\u062a\u06cc\u062c\u0647 \u0631\u0633\u0627\u0646\u062f \u06a9\u0647 \u0627\u06cc\u0646 \u067e\u0644\u062a\u0641\u0631\u0645 \u0628\u0647 \u06cc\u06a9 \u062f\u0644\u06cc\u0644 \u0628\u062d\u0631\u0627\u0646\u06cc\u060c \u0628\u0627 \u067e\u0631\u0648\u0698\u0647 \u0645\u0637\u0627\u0628\u0642\u062a \u0646\u062f\u0627\u0631\u062f. \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc OpenCV \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc \u0633\u0627\u062e\u062a\u0647 \u0646\u0634\u062f\u0647 \u0627\u0633\u062a. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644 \u062f\u0631 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0686\u0647\u0631\u0647 \u062f\u0631\u0648\u0646 \u062a\u0635\u0627\u0648\u06cc\u0631 \u062e\u0648\u0628 \u0639\u0645\u0644 \u0645\u06cc \u06a9\u0646\u062f \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0645\u0646\u0627\u0633\u0628 \u062a\u0631\u06cc\u0646 \u06af\u0632\u06cc\u0646\u0647 \u0628\u0631\u0627\u06cc \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0627\u062c\u062a\u0645\u0627\u0639\u06cc \u0627\u06cc\u0646\u062a\u0631\u0646\u062a\u06cc \u062e\u0648\u0627\u0647\u062f \u0628\u0648\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0628\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u0634\u0631\u0627\u06cc\u0637 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc\u060c \u0627\u0632 \u0642\u0628\u06cc\u0644 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0631 \u0646\u0648\u0631 \u06cc\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0631 \u0645\u062f\u0644 \u0645\u0648\u06cc \u06a9\u0627\u0631\u0628\u0631\u060c \u0633\u06cc\u0633\u062a\u0645 \u0628\u0647 \u062e\u0648\u0628\u06cc \u06a9\u0627\u0631 \u0646\u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0627\u06cc\u0646 \u062f\u0644\u06cc\u0644\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0645\u0627 \u067e\u0644\u062a\u0641\u0631\u0645 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0686\u0647\u0631\u0647 \u062f\u06cc\u06af\u0631\u06cc \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u06cc\u0645.<\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%B4%D9%86%D8%A7%D8%B3%D8%A7%DB%8C%DB%8C_%DA%86%D9%87%D8%B1%D9%87_%D9%85%D8%B1%D8%AD%D9%84%D9%87_%D8%A8%D9%87_%D9%85%D8%B1%D8%AD%D9%84%D9%87_%D8%A8%D8%A7_KAIROS\"><\/span><strong>\u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0686\u0647\u0631\u0647 \u0645\u0631\u062d\u0644\u0647 \u0628\u0647 \u0645\u0631\u062d\u0644\u0647 \u0628\u0627 <\/strong><strong>KAIROS<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u0628\u0627\u0632\u0627\u0631\u060c \u062a\u0646\u0648\u0639 \u0632\u06cc\u0627\u062f\u06cc \u0627\u0632 \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0686\u0647\u0631\u0647 \u0628\u0631\u0627\u06cc \u067e\u0627\u0633\u062e\u06af\u0648\u06cc\u06cc \u0628\u0647 \u062a\u0645\u0627\u0645 \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u0634\u0645\u0627 \u0631\u0627 \u062f\u0627\u0631\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u06cc\u0627\u0646 Kairo \u0628\u0647\u062a\u0631\u06cc\u0646 \u0622\u0646 \u0647\u0627 \u0628\u0648\u062f\u0647 \u0648 \u0645\u0627 \u062a\u0635\u0645\u06cc\u0645 \u06af\u0631\u0641\u062a\u06cc\u0645 \u062a\u0627 \u0627\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u0645. \u0645\u0627 \u0628\u0627\u06cc\u062f \u06af\u0632\u06cc\u0646\u0647 \u0627\u06cc \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u06cc \u06a9\u0631\u062f\u06cc\u0645: \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Kairos SDK \u0628\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc iOS \u06cc\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 Kairos API \u062a\u0627 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0631\u0648\u06cc\u06a9\u0631\u062f \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0686\u0647\u0631\u0647 \u062a\u0648\u0633\u0637 \u062e\u0648\u062f\u0645\u0627\u0646 \u0627\u0646\u062c\u0627\u0645 \u0634\u0648\u062f. \u0645\u0627 Kairos API \u0631\u0627 \u0628\u0631\u0627\u06cc \u067e\u0631\u0648\u0698\u0647 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u06cc\u0645\u060c \u0686\u0631\u0627 \u06a9\u0647 \u0631\u0627\u0647 \u062d\u0644 \u0628\u0633\u06cc\u0627\u0631 \u0627\u0631\u0632\u0627\u0646 \u062a\u0631\u06cc \u0628\u0648\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0627\u0635\u0648\u0644 \u062a\u0634\u062e\u06cc\u0635 \u0648 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0686\u0647\u0631\u0647 \u062a\u0642\u0631\u06cc\u0628\u0627 \u0628\u0627 \u0627\u0635\u0648\u0644 OpenCV \u06cc\u06a9\u0633\u0627\u0646 \u0627\u0633\u062a\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0646\u06cc\u0627\u0632\u06cc \u0628\u0647 \u062a\u06a9\u0631\u0627\u0631 \u0627\u0635\u0648\u0644 \u067e\u0627\u06cc\u0647 \u0646\u06cc\u0633\u062a. \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0646\u062d\u0648\u0647 \u06a9\u0627\u0631 \u0628\u0627 Kairos \u0634\u0631\u062d \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<ol style=\"text-align: justify;\">\n<li>\u062f\u0631 \u0637\u0648\u0644 \u062b\u0628\u062a \u0646\u0627\u0645 \u0627\u0648\u0644\u06cc\u0647 \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u060c \u0628\u0631\u0646\u0627\u0645\u0647 \u0628\u0647 \u062f\u0648\u0631\u0628\u06cc\u0646 \u062f\u0633\u062a\u06af\u0627\u0647 \u0628\u0631\u0627\u06cc \u0628\u062f\u0633\u062a \u0622\u0648\u0631\u062f\u0646 \u062a\u0635\u0627\u0648\u06cc\u0631 \u06a9\u0627\u0631\u0628\u0631\u060c \u062f\u0633\u062a\u0631\u0633\u06cc \u067e\u06cc\u062f\u0627 \u0645\u06cc \u06a9\u0646\u062f. \u0645\u0627 \u0628\u0647 \u06f9 \u0639\u06a9\u0633 \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u06a9\u0631\u062f\u0646 \u062f\u0631 \u062f\u06cc\u062a\u0627\u0633\u062a \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u0645.<\/li>\n<li>\u062a\u0635\u0627\u0648\u06cc\u0631 \u062b\u0628\u062a \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 Kairos\u060c \u062f\u0631 \u06cc\u06a9 \u06af\u0627\u0644\u0631\u06cc \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u062f\u062e\u06cc\u0631\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f. \u062a\u0635\u0648\u06cc\u0631 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u06cc\u06a9 \u0634\u0646\u0627\u0633\u0647 ( \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644 \u0627\u0633\u0645 \u06a9\u0627\u0631\u0628\u0631 ) \u062f\u0627\u0631\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646 \u06af\u0627\u0644\u0631\u06cc \u0646\u06cc\u0632 \u0628\u0647 \u06cc\u06a9 \u0627\u0633\u0645 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0647\u0648\u06cc\u062a \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u062f. \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0647\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632: <strong>image<\/strong><strong>: <\/strong>\u062f\u0633\u062a\u0631\u0633\u06cc \u0639\u0645\u0648\u0645\u06cc URL\u060c \u0628\u0631\u0627\u06cc \u0622\u067e\u0644\u0648\u062f \u0641\u0627\u06cc\u0644 \u06cc\u0627 \u0639\u06a9\u0633\u060c <strong>subject_id<\/strong><strong>: <\/strong>\u0627\u0628\u0632\u0627\u0631\u06cc \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0686\u0647\u0631\u0647\u060c <strong>gallery_name<\/strong><strong>: <\/strong>\u0627\u0628\u0632\u0627\u0631\u06cc \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06af\u0627\u0644\u0631\u06cc.<\/li>\n<li><strong>\u0634\u0646\u0627\u0633\u0627\u06cc\u06cc<\/strong><\/li>\n<\/ol>\n<p style=\"text-align: justify; padding-right: 40px;\">\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0627\u0632 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0686\u0647\u0631\u0647 \u0648 \u0627\u06cc\u062c\u0627\u062f \u0642\u0627\u0644\u0628 \u0686\u0647\u0631\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f. \u0647\u0631 \u0628\u0627\u0631 \u06a9\u0647 \u0645\u062c\u0648\u0632 \u0644\u0627\u0632\u0645 \u0628\u0627\u0634\u062f \u060c \u0627\u0644\u06af\u0648\u06cc\u06cc \u0627\u0632 \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u0628\u0627 \u0627\u0644\u06af\u0648 \u0647\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0634\u062f\u0647 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0645\u06cc \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062a\u0634\u062e\u06cc\u0635 \u062f\u0647\u062f \u06a9\u0647 \u0639\u06a9\u0633 \u0645\u062a\u0639\u0644\u0642 \u0628\u0647 \u0647\u0645\u0627\u0646 \u0634\u062e\u0635 \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0627\u0631\u0633\u0627\u0644\u06cc \u0645\u06cc \u0628\u0627\u0634\u062f \u06cc\u0627 \u062e\u06cc\u0631.<\/p>\n<ol style=\"text-align: justify;\" start=\"4\">\n<li><strong>\u062a\u0641\u0633\u06cc\u0631 \u0646\u062a\u0627\u06cc\u062c <\/strong><\/li>\n<\/ol>\n<p style=\"text-align: justify; padding-right: 40px;\">\u062f\u0631 \u0645\u0648\u0627\u0631\u062f\u06cc \u06a9\u0647 \u062a\u0635\u0648\u06cc\u0631 \u0648\u0631\u0648\u062f\u06cc \u0648 \u0627\u0644\u06af\u0648\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0634\u062f\u0647 \u0645\u0637\u0627\u0628\u0642\u062a \u062f\u0627\u0631\u062f \u060c \u0628\u0631\u0646\u0627\u0645\u0647 \u0634\u0646\u0627\u0633\u0647 \u06a9\u0627\u0631\u0628\u0631 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u0648 \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u0628\u0631\u0646\u0627\u0645\u0647 \u0631\u0627 \u0635\u0627\u062f\u0631 \u0645\u06cc \u06a9\u0646\u062f. \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u062a\u0627\u06cc\u062c \u0631\u0627 \u0628\u0627 \u062f\u0648 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f: \u0646\u0627\u0645 \u0648 \u0627\u062d\u062a\u0645\u0627\u0644 ( \u06cc\u0627 \u0633\u0637\u062d \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 ) . \u0622\u0633\u062a\u0627\u0646\u0647 \u062a\u0634\u062e\u06cc\u0635 \u0628\u0647 \u0637\u0648\u0631 \u067e\u06cc\u0634 \u0641\u0631\u0636 \u06f8\u06f0\u066a \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0639\u0646\u0627 \u0627\u0633\u062a \u06a9\u0647 \u0627\u06af\u0631 \u0633\u0637\u062d \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0632\u06cc\u0631 \u06f8\u06f0\u066a \u0628\u0627\u0634\u062f \u060c API \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u0637\u0627\u0628\u0642\u062a \u0646\u0645\u06cc \u062f\u0627\u0646\u062f. \u0628\u0647 \u0635\u0648\u0631\u062a \u0627\u062e\u062a\u06cc\u0627\u0631\u06cc \u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u06cc\u0646 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0631\u0627 \u0628\u0627\u0644\u0627\u062a\u0631 \u06cc\u0627 \u067e\u0627\u06cc\u06cc\u0646 \u062a\u0631 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644 \u060c \u0622\u0633\u062a\u0627\u0646\u0647 \u06f8\u06f0\u066a \u0645\u0637\u0644\u0648\u0628 \u0627\u0633\u062a \u060c \u0632\u06cc\u0631\u0627 \u0627\u06af\u0631 \u0622\u0646 \u0631\u0627 \u0628\u0627\u0644\u0627\u062a\u0631 \u0628\u06af\u0630\u0627\u0631\u06cc\u062f \u060c \u062e\u0637\u0631 \u0631\u062f \u0646\u0627\u062f\u0631\u0633\u062a \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0631\u062e \u062f\u0647\u062f.<\/p>\n<ol style=\"text-align: justify;\" start=\"5\">\n<li><strong>\u067e\u0627\u0633\u062e \u0628\u0647 \u0631\u062f \u0635\u0644\u0627\u062d\u06cc\u062a <\/strong><\/li>\n<\/ol>\n<p style=\"text-align: justify; padding-right: 40px;\">\u0627\u06af\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0648\u0631\u0648\u062f\u06cc \u0628\u0627 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0630\u062e\u06cc\u0631\u0647 \u0634\u062f\u0647 \u062f\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0645\u0637\u0627\u0628\u0642\u062a \u0646\u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f\u060c \u062a\u0635\u0648\u06cc\u0631 \u0648 \u0645\u062a\u0646 \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 \u0645\u0628\u0647\u0645 \u0645\u06cc \u06af\u0631\u062f\u062f.<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D9%85%D8%B4%DA%A9%D9%84%D8%A7%D8%AA_%D9%88_%D8%B1%D8%A7%D9%87_%D8%AD%D9%84_%D9%87%D8%A7\"><\/span><strong>\u0645\u0634\u06a9\u0644\u0627\u062a \u0648 \u0631\u0627\u0647 \u062d\u0644 \u0647\u0627<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u0645\u0634\u06a9\u0644 \u0627\u0635\u0644\u06cc \u06a9\u0647 \u0645\u0627 \u0628\u0627 \u0622\u0646 \u0631\u0648\u0628\u0631\u0648 \u0645\u06cc \u0634\u0648\u06cc\u0645 \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u062a\u062e\u0635\u06cc\u0635 \u062d\u0627\u0641\u0638\u0647 \u0627\u0633\u062a. \u0628\u0647 \u062f\u0644\u06cc\u0644 \u062f\u0633\u062a\u0631\u0633\u06cc \u0645\u062f\u0627\u0648\u0645 \u0628\u0647 \u0631\u0645 \u062f\u0633\u062a\u06af\u0627\u0647 \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u060c \u062f\u0633\u062a\u06af\u0627\u0647 \u0628\u06cc\u0634 \u0627\u0632 \u062d\u062f \u062f\u0627\u063a \u0645\u06cc \u0634\u0648\u062f. \u0631\u0627\u0647 \u062d\u0644 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u06cc\u06a9 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 OpenGL &nbsp;\u06a9\u0647 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u062a\u0635\u0627\u0648\u06cc\u0631 \u0648 \u067e\u0631\u062f\u0627\u0632\u0634 \u0686\u0646\u062f \u0631\u0634\u062a\u0647 \u0627\u06cc \u0631\u0627 \u062f\u0627\u0631\u062f\u060c \u0628\u0647 \u0622\u0646 \u0645\u062a\u0635\u0644 \u06a9\u0646\u06cc\u0645 \u0645\u062a\u0635\u0644 \u0634\u0648\u062f \u06a9\u0647 \u0628\u0647 \u0637\u0648\u0631 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0628\u0647 CPU \u062f\u0633\u062a\u0631\u0633\u06cc \u067e\u06cc\u062f\u0627 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">&nbsp;\u0645\u0627 \u0647\u0645\u0686\u0646\u0627\u0646 \u0628\u0627\u06cc\u062f \u0645\u0634\u06a9\u0644 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u062d\u0644 \u06a9\u0646\u06cc\u0645\u060c \u0686\u0631\u0627 \u06a9\u0647 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u0631\u0648\u0634\u0646\u0627\u06cc\u06cc \u0646\u0648\u0631 \u062e\u0648\u0631\u0634\u06cc\u062f \u062f\u0631 \u067e\u0634\u062a \u06a9\u0627\u0631\u0628\u0631 \u0628\u0627\u0634\u062f\u060c \u062f\u0648\u0631\u0628\u06cc\u0646 \u062f\u0633\u062a\u06af\u0627\u0647 \u0628\u0647 \u0627\u0635\u0637\u0644\u0627\u062d \u06a9\u0648\u0631 \u0645\u06cc \u06af\u0631\u062f\u062f.<\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%DA%86%D9%87_%DA%86%DB%8C%D8%B2%DB%8C_%D8%A7%D8%B2_%D8%A7%DB%8C%D9%86_%D9%BE%D8%B1%D9%88%DA%98%D9%87_%DB%8C%D8%A7%D8%AF_%DA%AF%D8%B1%D9%81%D8%AA%DB%8C%D9%85\"><\/span><strong>\u0686\u0647 \u0686\u06cc\u0632\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u067e\u0631\u0648\u0698\u0647 \u06cc\u0627\u062f \u06af\u0631\u0641\u062a\u06cc\u0645<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u0627\u0646\u062a\u062e\u0627\u0628 \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u0646\u062f\u0647 \u0627\u0634\u062a\u0628\u0627\u0647 \u0639\u0645\u0644\u06af\u0631 \u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062f\u0631 \u062d\u06cc\u0646 \u062a\u0648\u0633\u0639\u0647 \u0645\u0634\u06a9\u0644\u0627\u062a\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u062f. \u062a\u062c\u0631\u0628\u0647 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0648\u0642\u062a\u06cc \u0627\u0628\u0632\u0627\u0631\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0648\u06cc\u0698\u06af\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0686\u0647\u0631\u0647 \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u06cc \u06a9\u0646\u06cc\u062f \u060c \u0628\u0627\u06cc\u062f \u0627\u0647\u062f\u0627\u0641 \u0645\u062d\u0635\u0648\u0644 \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0648\u0636\u0648\u062d \u062f\u0631\u06a9 \u06a9\u0646\u06cc\u062f \u0648 \u0628\u0627\u0632\u0627\u0631 \u0631\u0627 \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0646\u06cc\u062f. \u0628\u0631\u062e\u06cc \u0645\u0648\u062a\u0648\u0631\u0647\u0627 \u062f\u0631 \u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647 \u062f\u0631 \u062a\u0635\u0627\u0648\u06cc\u0631 \u062e\u0648\u0628 \u0647\u0633\u062a\u0646\u062f \u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0628\u0631\u062e\u06cc \u062f\u06cc\u06af\u0631 \u0645\u0646\u0627\u0633\u0628 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc \u0647\u0633\u062a\u0646\u062f.<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D9%85%D9%88%D8%B1%D8%AF_%DB%B1_%DA%A9%D8%AA%D8%A7%D8%A8%D8%AE%D8%A7%D9%86%D9%87_%D9%87%D8%A7%DB%8C_%D9%85%D9%86%D8%A8%D8%B9_%D8%A8%D8%A7%D8%B2\"><\/span><strong>\u0645\u0648\u0631\u062f \u06f1: \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u0645\u0646\u0628\u0639 \u0628\u0627\u0632<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0628\u0632\u0627\u0631 \u0631\u0627\u06cc\u06af\u0627\u0646 \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f. \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647&nbsp; OpenCV \u0627\u062c\u0627\u0632\u0647 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u067e\u0631\u0648\u0698\u0647 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0686\u0647\u0631\u0647 \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0631\u0627\u06cc\u06af\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0628\u0647 \u062e\u0627\u0637\u0631 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 OpenCV \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0686\u0647\u0631\u0647 (Face Detection &nbsp;) \u0631\u0627 \u0646\u0633\u0628\u062a \u0628\u0647 \u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647 (Face Recognition &nbsp;) \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc \u0628\u0647\u062a\u0631 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u062f\u0647\u062f \u0648 \u0634\u0645\u0627 \u0628\u0627\u06cc\u062f \u0622\u0646 \u0631\u0627 \u0628\u0627 \u0647\u062f\u0641 \u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647 \u0627\u0646\u0637\u0628\u0627\u0642 \u062f\u0647\u06cc\u062f. \u062a\u0645\u0627\u0645 \u0686\u06cc\u0632\u06cc \u06a9\u0647 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f \u06cc\u06a9 \u062a\u06cc\u0645 \u0627\u0632 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0628\u0627 \u062a\u062c\u0631\u0628\u0647 \u0648 \u0632\u0645\u0627\u0646 \u06a9\u0627\u0641\u06cc \u0627\u0633\u062a. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0631\u062f\u060c \u0645\u062d\u0635\u0648\u0644 \u062d\u0627\u0635\u0644 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0686\u0647\u0631\u0647 \u0647\u0627\u06cc\u06cc \u0631\u0627 \u06a9\u0647 \u0628\u0647 \u062e\u0648\u0628\u06cc \u0631\u0648\u0634\u0646 \u0647\u0633\u062a\u0646\u062f \u0648 \u067e\u0633 \u0632\u0645\u06cc\u0646\u0647 \u06cc \u0633\u0627\u062f\u0647 \u0627\u06cc \u062f\u0627\u0631\u0646\u062f \u0631\u0627 \u062a\u0634\u062e\u06cc\u0635 \u062f\u0647\u062f.<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D9%85%D9%88%D8%B1%D8%AF_%DB%B2_%D9%86%D8%B1%D9%85_%D8%A7%D9%81%D8%B2%D8%A7%D8%B1_%D8%AA%D8%B4%D8%AE%DB%8C%D8%B5_%DA%86%D9%87%D8%B1%D9%87\"><\/span><strong>\u0645\u0648\u0631\u062f \u06f2: \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631 \u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u062e\u062f\u0645\u0627\u062a \u0628\u06cc\u0634\u0645\u0627\u0631\u06cc \u0628\u0631\u0627\u06cc \u0627\u0631\u0627\u0626\u0647 API \u0648 SDK \u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u0646\u062f. \u0645\u0627 Kairos\u2019 API \u0631\u0627 \u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0647\u0632\u06cc\u0646\u0647 \u0648 \u0633\u0627\u062f\u06af\u06cc \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u06cc\u0645. \u0645\u0648\u062a\u0648\u0631 \u062a\u0645\u0627\u0645 \u0627\u0628\u0632\u0627\u0631 \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0648 \u0634\u0646\u0627\u062e\u062a \u0631\u0627 \u0628\u0647 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0645\u062c\u0628\u0648\u0631 \u0628\u0647 \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u062a\u06cc\u0645\u06cc \u0627\u0632 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0646\u062e\u0648\u0627\u0647\u06cc\u062f \u0628\u0648\u062f. \u062a\u062d\u062a \u0634\u0631\u0627\u06cc\u0637 \u062e\u0627\u0635\u06cc\u060c \u0645\u0646\u0637\u0642\u06cc \u0627\u0633\u062a \u06a9\u0647 SDK \u0631\u0627 \u0628\u0647 \u062c\u0627\u06cc API \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u0645. \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u062f\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 \u0634\u0645\u0627 \u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647 \u0628\u0627\u06cc\u062f \u0628\u0647 \u0635\u0648\u0631\u062a \u0622\u0641\u0644\u0627\u06cc\u0646 \u0628\u0627\u0634\u062f \u06cc\u0627 \u0627\u06af\u0631 \u0628\u0647 \u0633\u0631\u0639\u062a \u0627\u0647\u0645\u06cc\u062a \u0645\u06cc \u062f\u0647\u06cc\u062f\u060c \u067e\u0633 SDK \u0627\u0646\u062a\u062e\u0627\u0628 \u0628\u0647\u062a\u0631\u06cc \u0627\u0633\u062a. \u062e\u0648\u0634\u0628\u062e\u062a\u0627\u0646\u0647 \u060c \u0628\u06cc\u0634\u062a\u0631 \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u067e\u0644\u062a\u0641\u0631\u0645 \u060c \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0648\u0627\u0636\u062d\u06cc \u0631\u0627 \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u0634\u0645\u0627 \u0642\u0631\u0627\u0631 \u0645\u06cc \u062f\u0647\u0646\u062f \u062a\u0627 \u0628\u0647 \u0634\u0645\u0627 \u062f\u0631 \u062a\u0635\u0645\u06cc\u0645 \u06af\u06cc\u0631\u06cc \u0635\u062d\u06cc\u062d \u06a9\u0645\u06a9 \u06a9\u0646\u0646\u062f.<\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D9%86%D8%AA%DB%8C%D8%AC%D9%87_%DA%AF%DB%8C%D8%B1%DB%8C\"><\/span><strong>\u0646\u062a\u06cc\u062c\u0647 \u06af\u06cc\u0631\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u062c\u062f\u0627 \u0627\u0632 \u062a\u0645\u0627\u0645 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u0647\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0686\u0647\u0631\u0647\u060c \u0645\u0627\u0646\u0646\u062f \u0645\u0648\u0642\u0639\u06cc\u062a \u0647\u0627\u06cc \u0645\u062a\u0641\u0627\u0648\u062a\u060c \u0646\u0648\u0631\u062f\u0647\u06cc \u0648 \u06a9\u06cc\u0641\u06cc\u062a \u0639\u06a9\u0633\u060c \u0627\u06cc\u0646 \u0641\u0646\u0627\u0648\u0631\u06cc \u062f\u0631 \u062d\u0627\u0644 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0633\u0637\u062d \u0645\u062d\u0628\u0648\u0628\u06cc\u062a \u0628\u0648\u062f\u0647 \u0648 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\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<a href=\"#\" class=\"shortc-button small blue \">\u0645\u0646\u0628\u0639<\/a> <a href=\"https:\/\/www.smashingmagazine.com\/2018\/02\/mobile-app-facial-recognition-feature\/\" target=\"_blank\" class=\"shortc-button small gray \" rel=\"noopener\">Smashing Magazine<\/a>\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-right kksr-valign-bottom\"\n    data-payload='{&quot;align&quot;:&quot;right&quot;,&quot;id&quot;:&quot;7952&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;bottom&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;0&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;0&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;\u0627\u0645\u062a\u06cc\u0627\u0632 \u062f\u0647\u06cc\u062f!&quot;,&quot;legend&quot;:&quot;0\\\/5 - (0 \u0627\u0645\u062a\u06cc\u0627\u0632)&quot;,&quot;size&quot;:&quot;24&quot;,&quot;title&quot;:&quot;\u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646 \u0645\u0648\u0628\u0627\u06cc\u0644 \u0628\u0627 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u062a\u0634\u06cc\u062e\u0635 \u0686\u0647\u0631\u0647&quot;,&quot;width&quot;:&quot;0&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} - ({count} \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: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 0px;\">\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; height: 24px;\"><\/div>\n        <\/div>\n            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&hellip;<\/p>\n","protected":false},"author":7,"featured_media":7970,"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":[22,18],"tags":[119,160,107,109],"class_list":["post-7952","post","type-post","status-publish","format-standard","has-post-thumbnail","","category-machine-vision","category-edu","tag-opencv","tag-160","tag-107","tag-109"],"_links":{"self":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/7952","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\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/comments?post=7952"}],"version-history":[{"count":0,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/7952\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media\/7970"}],"wp:attachment":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media?parent=7952"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/categories?post=7952"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/tags?post=7952"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}