{"id":7252,"date":"2020-06-07T10:19:47","date_gmt":"2020-06-07T05:49:47","guid":{"rendered":"https:\/\/shahaab-co.ir\/mag\/?p=7252"},"modified":"2020-06-07T10:19:50","modified_gmt":"2020-06-07T05:49:50","slug":"detect-objects-with-deep-learning-on-raspberrypi","status":"publish","type":"post","link":"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/detect-objects-with-deep-learning-on-raspberrypi\/","title":{"rendered":"\u0646\u062d\u0648\u0647 \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0631\u0648\u06cc \u0631\u0633\u067e\u0628\u0631\u06cc \u067e\u0627\u06cc"},"content":{"rendered":"<p style=\"text-align: justify;\">\u067e\u0631\u0648\u0698\u0647 \u0647\u0627\u06cc \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0645\u0639\u0645\u0648\u0644\u0627 \u0628\u0627 \u0686\u0627\u0644\u0634 \u0647\u0627\u06cc\u06cc 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class=\"wp-block-image is-style-default\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/06\/\u062a\u0634\u062e\u06cc\u0635-\u062e\u0648\u062f\u0631\u0648-\u0647\u0627-\u0628\u0627-\u0631\u0633\u067e\u0628\u0631\u06cc-\u067e\u0627\u06cc.gif\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/06\/\u062a\u0634\u062e\u06cc\u0635-\u062e\u0648\u062f\u0631\u0648-\u0647\u0627-\u0628\u0627-\u0631\u0633\u067e\u0628\u0631\u06cc-\u067e\u0627\u06cc.gif\" alt=\"\u062a\u0634\u062e\u06cc\u0635 \u062e\u0648\u062f\u0631\u0648 \u0647\u0627 \u0628\u0627 \u0631\u0633\u067e\u0628\u0631\u06cc \u067e\u0627\u06cc\" class=\"wp-image-7253\" title=\"\"><\/a><figcaption>\u062a\u0634\u062e\u06cc\u0635 \u062e\u0648\u062f\u0631\u0648 \u0647\u0627 \u062f\u0631 \u062c\u0627\u062f\u0647 \u0647\u0627<\/figcaption><\/figure><\/div>\n\n\n<div 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href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/detect-objects-with-deep-learning-on-raspberrypi\/#_%DA%AF%D8%A7%D9%85_%DB%B1_%D8%AC%D9%85%D8%B9_%D8%A2%D9%88%D8%B1%DB%8C_%D8%AA%D8%B5%D8%A7%D9%88%DB%8C%D8%B1_%D8%A8%D8%B1%D8%A7%DB%8C_%D9%87%D8%B1_%D8%B4%DB%8C_%D8%AD%D8%AF%D8%A7%D9%82%D9%84_%DB%B1%DB%B0%DB%B0_%D8%AA%D8%B5%D9%88%DB%8C%D8%B1\" >\u00a0\u06af\u0627\u0645 \u06f1 . \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 ( \u0628\u0631\u0627\u06cc \u0647\u0631 \u0634\u06cc \u062d\u062f\u0627\u0642\u0644 \u06f1\u06f0\u06f0 \u062a\u0635\u0648\u06cc\u0631 )<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/detect-objects-with-deep-learning-on-raspberrypi\/#_%DA%AF%D8%A7%D9%85_%DB%B2_%D8%AD%D8%A7%D8%B4%DB%8C%D9%87_%D9%86%D9%88%DB%8C%D8%B3%DB%8C_%DA%A9%D8%A7%D8%AF%D8%B1_%D9%87%D8%A7%DB%8C%DB%8C_%D8%B1%D8%A7_%D8%B1%D9%88%DB%8C_%D8%A2%D9%86_%D8%AA%D8%B5%D8%A7%D9%88%DB%8C%D8%B1_%D8%A8%D9%87_%D8%B5%D9%88%D8%B1%D8%AA_%D8%AF%D8%B3%D8%AA%DB%8C_%D8%AA%D8%B1%D8%B3%DB%8C%D9%85_%DA%A9%D9%86%DB%8C%D8%AF\" >&nbsp;\u06af\u0627\u0645 \u06f2 . \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc ( \u06a9\u0627\u062f\u0631 \u0647\u0627\u06cc\u06cc \u0631\u0627 \u0631\u0648\u06cc \u0622\u0646 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0628\u0647 \u0635\u0648\u0631\u062a \u062f\u0633\u062a\u06cc \u062a\u0631\u0633\u06cc\u0645 \u06a9\u0646\u06cc\u062f ) :<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" 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class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/detect-objects-with-deep-learning-on-raspberrypi\/#%DA%AF%D8%A7%D9%85_%DB%B3_%D8%AA%D9%86%D8%B8%DB%8C%D9%85_%DA%A9%D9%84%DB%8C%D8%AF_API_%D8%A8%D8%B9%D9%86%D9%88%D8%A7%D9%86_%DB%8C%DA%A9_%D9%85%D8%AA%D8%BA%DB%8C%D8%B1_%D9%85%D8%AD%DB%8C%D8%B7%DB%8C\" >\u06af\u0627\u0645 \u06f3 : \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0644\u06cc\u062f API \u0628\u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0645\u062a\u063a\u06cc\u0631 \u0645\u062d\u06cc\u0637\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/detect-objects-with-deep-learning-on-raspberrypi\/#%DA%AF%D8%A7%D9%85_%DB%B4_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_%DB%8C%DA%A9_%D9%85%D8%AF%D9%84_%D8%AC%D8%AF%DB%8C%D8%AF\" >\u06af\u0627\u0645 \u06f4 : \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0645\u062f\u0644 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>\u06af\u0627\u0645 \u06f6 : \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/detect-objects-with-deep-learning-on-raspberrypi\/#%DA%AF%D8%A7%D9%85_%DB%B7_%D8%A2%D9%85%D9%88%D8%B2%D8%B4_%D9%85%D8%AF%D9%84\" >\u06af\u0627\u0645 \u06f7 : \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/detect-objects-with-deep-learning-on-raspberrypi\/#%DA%AF%D8%A7%D9%85_%DB%B8_%D8%A8%D8%AF%D8%B3%D8%AA_%D8%A2%D9%88%D8%B1%D8%AF%D9%86_%D8%AD%D8%A7%D9%84%D8%AA_%D9%85%D8%AF%D9%84\" >\u06af\u0627\u0645 \u06f8 : \u0628\u062f\u0633\u062a \u0622\u0648\u0631\u062f\u0646 \u062d\u0627\u0644\u062a \u0645\u062f\u0644<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-34\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/detect-objects-with-deep-learning-on-raspberrypi\/#%DA%AF%D8%A7%D9%85_%DB%B9_%D8%A7%D9%86%D8%AC%D8%A7%D9%85_%D9%BE%DB%8C%D8%B4_%D8%A8%DB%8C%D9%86%DB%8C\" >\u06af\u0627\u0645 \u06f9 : \u0627\u0646\u062c\u0627\u0645 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-35\" href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/detect-objects-with-deep-learning-on-raspberrypi\/#%DA%A9%D8%AF_Github_Reos\" >\u06a9\u062f ( Github Reos )<\/a><\/li><\/ul><\/nav><\/div>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%DA%86%D8%B1%D8%A7_%D8%AA%D8%B4%D8%AE%DB%8C%D8%B5_%D8%B4%DB%8C_%D8%9F_%DA%86%D8%B1%D8%A7_%D8%B1%D8%B3%D9%BE%D8%A8%D8%B1%DB%8C_%D9%BE%D8%A7%DB%8C_%D8%9F\"><\/span><strong>\u0686\u0631\u0627 \u062a\u0634\u062e\u06cc\u0635 \u0634\u06cc \u061f \u0686\u0631\u0627 \u0631\u0633\u067e\u0628\u0631\u06cc \u067e\u0627\u06cc \u061f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u0631\u0633\u067e\u0628\u0631\u06cc \u067e\u0627\u06cc \u06cc\u06a9 \u0642\u0637\u0639\u0647 \u0633\u062e\u062a \u0627\u0641\u0632\u0627\u0631\u06cc \u062e\u0627\u0644\u0635 \u0627\u0633\u062a \u06a9\u0647 \u0645\u0631\u06a9\u0632\u06cc\u062a \u062a\u0648\u062c\u0647 \u0627\u06cc\u0646 \u0646\u0633\u0644 \u0631\u0627 \u0628\u0627 \u0641\u0631\u0648\u0634 \u062a\u0642\u0631\u06cc\u0628\u0627\u064b \u06f1\u06f5 \u0645\u06cc\u0644\u06cc\u0648\u0646 \u0642\u0637\u0639\u0647 \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631 \u06af\u0631\u0641\u062a\u0647 \u0627\u0633\u062a \u0648 \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u0627\u0646 \u0633\u0631\u0627\u0633\u0631 \u062f\u0646\u06cc\u0627<a href=\"http:\/\/www.trustedreviews.com\/opinion\/best-raspberry-pi-projects-pi-3-pi-zero-2949390\" target=\"_blank\" rel=\"noopener noreferrer\"> \u067e\u0631\u0648\u0698\u0647 \u0647\u0627\u06cc \u062e\u0644\u0627\u0642\u0627\u0646\u0647 \u0627\u06cc<\/a> \u0631\u0627 \u0631\u0648\u06cc \u0622\u0646 \u0637\u0631\u0627\u062d\u06cc \u06a9\u0631\u062f\u0647 \u0627\u0646\u062f. \u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0645\u062d\u0628\u0648\u0628\u06cc\u062a \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0648 <a href=\"https:\/\/www.raspberrypi.org\/products\/camera-module-v2\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u062f\u0648\u0631\u0628\u06cc\u0646 \u0631\u0633\u067e\u0628\u0631\u06cc \u067e\u0627\u06cc<\/a> \u060c \u0645\u06cc \u062a\u0648\u0627\u0646 \u062a\u0635\u0648\u0631 \u06a9\u0631\u062f \u062a\u0634\u062e\u06cc\u0635 \u0647\u0631 \u0634\u06cc \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0631\u0648\u06cc \u067e\u0627\u06cc \u062f\u0633\u062a\u0627\u0648\u0631\u062f \u062e\u0648\u0634\u0627\u06cc\u0646\u062f\u06cc \u0627\u0633\u062a.<\/p>\n<p style=\"text-align: justify;\">\u0627\u06a9\u0646\u0648\u0646 \u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0639\u06a9\u0633 \u062e\u0631\u0627\u0628 \u06a9\u0646 \u062f\u0631 \u0633\u0644\u0641\u06cc \u0647\u0627\u06cc \u062e\u0648\u062f\u060c \u0641\u0631\u062f\u06cc \u06a9\u0647 \u0628\u0647 \u0642\u0641\u0633 \u06af\u0648\u0631\u06cc\u0644 \u0647\u0627 \u0648\u0627\u0631\u062f \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0633\u0633 \u062a\u0646\u062f \u0646\u06af\u0647\u062f\u0627\u0631\u06cc \u0645\u06cc \u0634\u0648\u062f \u0648 \u06cc\u0627 \u0641\u0631\u062f\u06cc \u06a9\u0647 \u0628\u0631\u0627\u06cc \u062a\u062d\u0648\u06cc\u0644 \u06a9\u0627\u0644\u0627 \u0628\u0647 \u0645\u0646\u0632\u0644 \u0634\u0645\u0627 \u0648\u0627\u0631\u062f \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u0631\u0627 \u062a\u0634\u062e\u06cc\u0635 \u062f\u0647\u06cc\u062f.<\/p>\n\n\n<div class=\"wp-block-image is-style-default\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/06\/\u062a\u0634\u062e\u06cc\u0635-\u0627\u0634\u06cc\u0627-\u0631\u0648\u06cc-\u0631\u0633\u067e\u0628\u0631\u06cc-\u067e\u0627\u06cc.png\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" width=\"1024\" height=\"320\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/06\/\u062a\u0634\u062e\u06cc\u0635-\u0627\u0634\u06cc\u0627-\u0631\u0648\u06cc-\u0631\u0633\u067e\u0628\u0631\u06cc-\u067e\u0627\u06cc.png\" alt=\"\u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627 \u0631\u0648\u06cc \u0631\u0633\u067e\u0628\u0631\u06cc \u067e\u0627\u06cc\" class=\"wp-image-7254\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u062a\u0634\u062e\u06cc\u0635-\u0627\u0634\u06cc\u0627-\u0631\u0648\u06cc-\u0631\u0633\u067e\u0628\u0631\u06cc-\u067e\u0627\u06cc.png 1024w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u062a\u0634\u062e\u06cc\u0635-\u0627\u0634\u06cc\u0627-\u0631\u0648\u06cc-\u0631\u0633\u067e\u0628\u0631\u06cc-\u067e\u0627\u06cc-300x94.png 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u062a\u0634\u062e\u06cc\u0635-\u0627\u0634\u06cc\u0627-\u0631\u0648\u06cc-\u0631\u0633\u067e\u0628\u0631\u06cc-\u067e\u0627\u06cc-768x240.png 768w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><\/div>\n\n\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%AA%D8%B4%D8%AE%DB%8C%D8%B5_%D8%B4%DB%8C_%DA%86%DB%8C%D8%B3%D8%AA%D8%9F\"><\/span><strong>\u062a\u0634\u062e\u06cc\u0635 \u0634\u06cc \u0686\u06cc\u0633\u062a\u061f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u0633\u06cc\u0631 \u062a\u06a9\u0627\u0645\u0644\u06cc \u06f2\u06f0 \u0645\u06cc\u0644\u06cc\u0648\u0646 \u0633\u0627\u0644\u0647 \u0627\u0646\u0633\u0627\u0646 \u0647\u0627\u060c \u0628\u0627\u0639\u062b \u0627\u06cc\u062c\u0627\u062f \u062a\u062d\u0648\u0644 \u062f\u0631 \u0628\u06cc\u0646\u0627\u06cc\u06cc \u0645\u0627 \u0634\u062f\u0647 \u0627\u0633\u062a. \u06f3\u06f0 \u062f\u0631\u0635\u062f \u0627\u0632 \u0641\u0639\u0627\u0644\u06cc\u062a &nbsp;\u0646\u0648\u0631\u0648\u0646 \u0647\u0627\u06cc \u0645\u063a\u0632 \u0627\u0646\u0633\u0627\u0646\u060c \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u0628\u06cc\u0646\u0627\u06cc\u06cc \u0627\u0633\u062a\u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u06f8 \u062f\u0631\u0635\u062f \u0627\u06cc\u0646 \u0641\u0639\u0627\u0644\u06cc\u062a \u0628\u0631\u0627\u06cc \u062d\u0633 \u0644\u0627\u0645\u0633\u0647 \u0648 \u062a\u0646\u0647\u0627 \u06f3 \u062f\u0631\u0635\u062f \u0628\u0631\u0627\u06cc \u0634\u0646\u0648\u0627\u06cc\u06cc \u0645\u06cc \u0628\u0627\u0634\u062f. \u0627\u0646\u0633\u0627\u0646 \u0647\u0627 \u0646\u0633\u0628\u062a \u0628\u0647 \u0645\u0627\u0634\u06cc\u0646 \u0647\u0627 \u062f\u0627\u0631\u0627\u06cc \u062f\u0648 \u0645\u0632\u06cc\u062a \u0639\u0645\u062f\u0647 \u0647\u0633\u062a\u0646\u062f. \u06cc\u06a9\u060c \u0628\u06cc\u0646\u0627\u06cc\u06cc \u0627\u0633\u062a\u0631\u06cc\u0648 \u0627\u0633\u06a9\u0648\u067e\u06cc\u06a9 \u0648 \u062f\u06cc\u06af\u0631\u06cc \u062a\u0623\u0645\u06cc\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u062a\u0642\u0631\u06cc\u0628\u0627\u064b \u0646\u0627\u0645\u062d\u062f\u0648\u062f \u0627\u0633\u062a. \u06cc\u06a9 \u06a9\u0648\u062f\u06a9 \u06f5 \u0633\u0627\u0644\u0647 \u062a\u0642\u0631\u06cc\u0628\u0627\u064b 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\u0633\u0627\u0632\u06cc\" class=\"wp-image-6255\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/04\/\u062a\u0634\u062e\u06cc\u0635-\u0627\u0634\u06cc\u0627-\u0628\u0627-\u0645\u062d\u0644\u06cc-\u0633\u0627\u0632\u06cc.jpg 700w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/04\/\u062a\u0634\u062e\u06cc\u0635-\u0627\u0634\u06cc\u0627-\u0628\u0627-\u0645\u062d\u0644\u06cc-\u0633\u0627\u0632\u06cc-272x300.jpg 272w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/a><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u062f\u0627\u0646\u0634\u0645\u0646\u062f\u0627\u0646 \u062c\u0647\u062a \u062a\u0642\u0644\u06cc\u062f \u0627\u0632 \u0639\u0645\u0644\u06a9\u0631\u062f \u0627\u0646\u0633\u0627\u0646 \u0647\u0627\u060c \u06a9\u0627\u0631 \u0627\u062f\u0631\u0627\u06a9 \u062f\u06cc\u062f\u0627\u0631\u06cc \u0631\u0627 \u0628\u0647 \u0686\u0647\u0627\u0631 \u062f\u0633\u062a\u0647 \u0645\u062e\u062a\u0644\u0641 \u062a\u0642\u0633\u06cc\u0645 \u0628\u0646\u062f\u06cc \u06a9\u0631\u062f\u0647 \u0627\u0646\u062f:<\/p>\n<ol style=\"text-align: justify;\">\n<li><strong>\u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc :<\/strong> \u0627\u062e\u062a\u0635\u0627\u0635 \u06cc\u06a9 \u0628\u0631\u0686\u0633\u0628 \u0628\u0647 \u0647\u0631 \u062a\u0635\u0648\u06cc\u0631.<\/li>\n<li><strong>\u0645\u062d\u0644\u06cc \u0633\u0627\u0632\u06cc :<\/strong> \u062a\u062e\u0635\u06cc\u0635 \u06cc\u06a9 \u06a9\u0627\u062f\u0631 \u0645\u062d\u0635\u0648\u0631 \u06a9\u0646\u0646\u062f\u0647 \u0628\u0647 \u06cc\u06a9 \u0628\u0631\u0686\u0633\u0628 \u062e\u0627\u0635.<\/li>\n<li><strong>\u062a\u0634\u062e\u06cc\u0635 \u0634\u06cc :<\/strong> \u0631\u0633\u0645 \u0686\u0646\u062f\u06cc\u0646 \u06a9\u0627\u062f\u0631 \u0645\u062d\u0635\u0648\u0631\u06a9\u0646\u0646\u062f\u0647 \u062f\u0631 \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631.<\/li>\n<li><strong>\u0646\u0627\u062d\u06cc\u0647 \u0628\u0646\u062f\u06cc \u062a\u0635\u0648\u06cc\u0631 :<\/strong> \u0627\u06cc\u062c\u0627\u062f \u0646\u0627\u062d\u06cc\u0647 \u0647\u0627\u06cc \u062f\u0642\u06cc\u0642 \u0627\u0632 \u062c\u0627\u06cc\u06cc \u06a9\u0647 \u0627\u0634\u06cc\u0627 \u062f\u0631 \u0622\u0646 \u062a\u0635\u0648\u06cc\u0631 \u0642\u0631\u0627\u0631 \u06af\u0641\u062a\u0647 \u0627\u0646\u062f.<\/li>\n<\/ol>\n<p style=\"text-align: justify;\">\u062a\u0634\u062e\u06cc\u0635 \u0634\u06cc \u0628\u0631\u0627\u06cc \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\u062f \u0647\u0627 \u0628\u0647 \u0627\u0646\u062f\u0627\u0632\u0647 \u06a9\u0627\u0641\u06cc\u060c \u0645\u0646\u0627\u0633\u0628 \u0627\u0633\u062a. \u0647\u0631\u0686\u0646\u062f \u0646\u0627\u062d\u06cc\u0647 \u0628\u0646\u062f\u06cc \u062a\u0635\u0648\u06cc\u0631\u060c \u0646\u062a\u0627\u06cc\u062c \u0628\u0633\u06cc\u0627\u0631 \u062f\u0642\u06cc\u0642 \u062a\u0631\u06cc \u0628\u0647 \u062f\u0633\u062a \u0645\u06cc \u062f\u0647\u062f\u060c \u0627\u0645\u0627 \u0628\u0627 \u0645\u0634\u06a9\u0644 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u062f\u0631 \u0627\u06cc\u062c\u0627\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0631\u0648\u0628\u0647 \u0631\u0648 \u0627\u0633\u062a. \u06cc\u06a9 \u062d\u0627\u0634\u06cc\u0647 \u0646\u06af\u0627\u0631 \u0627\u0646\u0633\u0627\u0646\u06cc\u060c \u0646\u0633\u0628\u062a \u0628\u0647 \u062a\u0631\u0633\u06cc\u0645 \u06a9\u0627\u062f\u0631 \u0647\u0627\u06cc \u0645\u062d\u0635\u0648\u0631\u06a9\u0646\u0646\u062f\u0647\u060c \u06f1\u06f2 \u0628\u0631\u0627\u0628\u0631 \u0628\u06cc\u0634\u062a\u0631 \u0637\u0648\u0644 \u0645\u06cc \u06a9\u0634\u062f \u062a\u0627 \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u0646\u0627\u062d\u06cc\u0647 \u0628\u0646\u062f\u06cc \u06a9\u0646\u062f\u061b \u062f\u0631 \u0648\u0627\u0642\u0639 \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u0628\u062f\u06cc\u0646 \u0635\u0648\u0631\u062a \u0628\u06cc\u0627\u0646 \u0634\u062f\u0647 \u0627\u0633\u062a \u0648 \u0641\u0627\u0642\u062f \u0645\u0646\u0628\u0639 \u0645\u06cc \u0628\u0627\u0634\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646 \u067e\u0633 \u0627\u0632 \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627\u060c \u0628\u062e\u0634 \u0628\u0646\u062f\u06cc \u0634\u06cc \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u062c\u0632\u0627 \u0627\u0645\u06a9\u0627\u0646 \u067e\u0630\u06cc\u0631 \u0645\u06cc \u0628\u0627\u0634\u062f.<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_%D8%AA%D8%B4%D8%AE%DB%8C%D8%B5_%D8%B4%DB%8C\"><\/span><strong>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0634\u062e\u06cc\u0635 \u0634\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u062a\u0634\u062e\u06cc\u0635 \u0634\u06cc\u060c \u0627\u0647\u0645\u06cc\u062a \u06a9\u0627\u0631\u06a9\u0631\u062f\u06cc \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u062f\u0627\u0631\u062f \u0648 \u062f\u0631 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0635\u0646\u0627\u06cc\u0639 \u0628\u0647 \u0637\u0648\u0631 \u06af\u0633\u062a\u0631\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u062f\u0631 \u0634\u06a9\u0644 \u0632\u06cc\u0631 \u0686\u0646\u062f\u06cc\u0646 \u0645\u062b\u0627\u0644 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n\n\n<div class=\"wp-block-image is-style-default\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/06\/\u06a9\u0627\u0631\u0628\u0631\u062f-\u0647\u0627\u06cc-\u062a\u0634\u062e\u06cc\u0635-\u0627\u0634\u06cc\u0627.jpg\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" width=\"700\" height=\"544\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/06\/\u06a9\u0627\u0631\u0628\u0631\u062f-\u0647\u0627\u06cc-\u062a\u0634\u062e\u06cc\u0635-\u0627\u0634\u06cc\u0627.jpg\" alt=\"\u06a9\u0627\u0631\u0628\u0631\u062f \u0647\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627\" class=\"wp-image-7256\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u06a9\u0627\u0631\u0628\u0631\u062f-\u0647\u0627\u06cc-\u062a\u0634\u062e\u06cc\u0635-\u0627\u0634\u06cc\u0627.jpg 700w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u06a9\u0627\u0631\u0628\u0631\u062f-\u0647\u0627\u06cc-\u062a\u0634\u062e\u06cc\u0635-\u0627\u0634\u06cc\u0627-300x233.jpg 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/a><\/figure><\/div>\n\n\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%DA%86%DA%AF%D9%88%D9%86%D9%87_%D9%85%DB%8C_%D8%AA%D9%88%D8%A7%D9%86_%D8%A7%D8%B2_%D8%AA%D8%B4%D8%AE%DB%8C%D8%B5_%D8%B4%DB%8C_%D8%AF%D8%B1_%D8%AD%D9%84_%D9%85%D8%B3%D8%A6%D9%84%D9%87_%D8%AE%D9%88%D8%AF_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%DA%A9%D8%B1%D8%AF%D8%9F\"><\/span><strong>\u0686\u06af\u0648\u0646\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0627\u0632 \u062a\u0634\u062e\u06cc\u0635 \u0634\u06cc \u062f\u0631 \u062d\u0644 \u0645\u0633\u0626\u0644\u0647 \u062e\u0648\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u061f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u062a\u0634\u062e\u06cc\u0635 \u0634\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0631\u0627\u06cc \u067e\u0627\u0633\u062e \u062f\u0647\u06cc \u0628\u0647 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u067e\u0631\u0633\u0634 \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u0648\u062f. \u0627\u06cc\u0646 \u067e\u0631\u0633\u0634 \u0647\u0627 \u0628\u0647 \u062f\u0633\u062a\u0647 \u0647\u0627\u06cc \u0648\u0633\u06cc\u0639\u06cc \u062a\u0642\u0633\u06cc\u0645 \u0628\u0646\u062f\u06cc \u0645\u06cc \u0634\u0648\u0646\u062f:<\/p>\n<ol style=\"text-align: justify;\">\n<li><strong>\u0622\u06cc\u0627 \u0634\u06cc \u0645\u0648\u0631\u062f \u0646\u0638\u0631 \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0645\u0646 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06cc\u0627 \u062e\u06cc\u0631\u060c<\/strong> \u0628\u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0627\u06cc\u0627 \u06cc\u06a9 \u0645\u0632\u0627\u062d\u0645 \u062f\u0631 \u0645\u0646\u0632\u0644 \u0645\u0646 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f\u061f<\/li>\n<li><strong>\u0634\u06cc \u062f\u0631 \u06a9\u062c\u0627\u06cc \u062a\u0635\u0648\u06cc\u0631 \u0642\u0631\u0627\u0631 \u06af\u0631\u0641\u062a\u0647 \u0627\u0633\u062a\u061f<\/strong> \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u0645\u0647\u0645 \u0627\u0633\u062a \u0628\u062f\u0627\u0646\u06cc\u0645 \u062e\u0648\u062f\u0631\u0648\u06cc\u06cc \u06a9\u0647 \u062f\u0631 \u062a\u0644\u0627\u0634 \u0628\u0631\u0627\u06cc \u0645\u0633\u06cc\u0631\u06cc\u0627\u0628\u06cc \u0627\u0633\u062a\u060c \u062f\u0631 \u06a9\u062c\u0627\u06cc \u062a\u0635\u0648\u06cc\u0631 \u0642\u0631\u0627\u0631 \u06af\u0631\u0641\u062a\u0647 \u0627\u0633\u062a.<\/li>\n<li><strong>\u0686\u0647 \u062a\u0639\u062f\u0627\u062f \u0634\u06cc \u062f\u0631 \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f<\/strong>\u061f \u062a\u0634\u062e\u06cc\u0635 \u0634\u06cc \u06cc\u06a9\u06cc \u0627\u0632 \u06a9\u0627\u0631 \u0622\u0645\u062f\u062a\u0631\u06cc\u0646 \u0631\u0648\u0634 \u0647\u0627 \u0628\u0631\u0627\u06cc \u0634\u0645\u0627\u0631\u0634 \u0627\u0634\u06cc\u0627 \u0627\u0633\u062a\u060c \u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644 \u0686\u0647 \u062a\u0639\u062f\u0627\u062f \u062c\u0639\u0628\u0647 \u062f\u0631 \u06cc\u06a9 \u0642\u0641\u0633\u0647 \u062f\u0627\u062e\u0644 \u06cc\u06a9 \u0627\u0646\u0628\u0627\u0631 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f.<\/li>\n<li><strong>\u0627\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641 \u0627\u0634\u06cc\u0627 \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u06a9\u062f\u0627\u0645\u0646\u062f\u061f <\/strong>\u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644 \u06a9\u062f\u0627\u0645 \u062d\u06cc\u0648\u0627\u0646 \u062f\u0631 \u06a9\u062f\u0627\u0645 \u0628\u062e\u0634 \u0627\u0632 \u0628\u0627\u063a \u0648\u062d\u0634 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f.<\/li>\n<li><strong>\u0627\u0646\u062f\u0627\u0632\u0647 \u06cc\u06a9 \u0634\u06cc \u0686\u0642\u062f\u0631 \u0627\u0633\u062a\u061f<\/strong> \u0627\u06af\u0631 \u06cc\u06a9 \u062f\u0648\u0631\u0628\u06cc\u0646 \u0627\u0633\u062a\u0627\u062a\u06cc\u06a9 \u0628\u0647 \u06a9\u0627\u0631 \u0628\u0631\u062f\u0647 \u0634\u0648\u062f\u060c \u062a\u0634\u062e\u06cc\u0635 \u0627\u0646\u062f\u0627\u0632\u0647 \u0634\u06cc \u0622\u0633\u0627\u0646 \u0627\u0633\u062a. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u0627\u0646\u062f\u0627\u0632\u0647 \u0627\u0646\u0628\u0647 \u0686\u0642\u062f\u0631 \u0627\u0633\u062a.<\/li>\n<li><strong>\u0622\u06cc\u0627 \u0627\u0634\u06cc\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0628\u0627 \u06cc\u06a9\u062f\u06cc\u06af\u0631 \u062a\u0639\u0627\u0645\u0644 \u062f\u0627\u0631\u0646\u062f<\/strong>\u061f \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u0686\u06af\u0648\u0646\u0647 \u0634\u06a9\u0644 \u06af\u06cc\u0631\u06cc \u06cc\u06a9 \u0632\u0645\u06cc\u0646 \u0641\u0648\u062a\u0628\u0627\u0644 \u0631\u0648\u06cc \u0646\u062a\u06cc\u062c\u0647 \u0622\u0646 \u062a\u0627\u062b\u06cc\u0631 \u0645\u06cc \u06af\u0630\u0627\u0631\u062f.<\/li>\n<li><strong>\u06cc\u06a9 \u0634\u06cc<\/strong><strong> \u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0632\u0645\u0627\u0646 \u06a9\u062c\u0627 \u0642\u0631\u0627\u0631 \u0645\u06cc \u06af\u06cc\u0631\u062f (\u0631\u062f\u06cc\u0627\u0628\u06cc <\/strong><strong>\u0634\u06cc)<\/strong>. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u0631\u062f\u06cc\u0627\u0628\u06cc \u06cc\u06a9 \u0634\u06cc \u0645\u062a\u062d\u0631\u06a9 \u0645\u0627\u0646\u0646\u062f \u0642\u0637\u0627\u0631 \u0648 \u0645\u062d\u0627\u0633\u0628\u0647 \u0633\u0631\u0639\u062a \u0622\u0646.<\/li>\n<\/ol>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%AA%D8%B4%D8%AE%DB%8C%D8%B5_%D8%B4%DB%8C_%D8%AF%D8%B1_%DA%A9%D9%85%D8%AA%D8%B1_%DB%B2%DB%B0_%D8%AE%D8%B7_%DA%A9%D8%AF\"><\/span><strong>\u062a\u0634\u062e\u06cc\u0635 \u0634\u06cc \u062f\u0631 \u06a9\u0645\u062a\u0631 \u06f2\u06f0 \u062e\u0637 \u06a9\u062f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<div class=\"wp-block-image is-style-default\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/06\/\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645-\u062a\u0634\u062e\u06cc\u0635-\u0634\u06cc-yolo.jpg\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" width=\"700\" height=\"480\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/06\/\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645-\u062a\u0634\u062e\u06cc\u0635-\u0634\u06cc-yolo.jpg\" alt=\"\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u062a\u0634\u062e\u06cc\u0635 \u0634\u06cc yolo\" class=\"wp-image-7257\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645-\u062a\u0634\u062e\u06cc\u0635-\u0634\u06cc-yolo.jpg 700w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645-\u062a\u0634\u062e\u06cc\u0635-\u0634\u06cc-yolo-300x206.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645-\u062a\u0634\u062e\u06cc\u0635-\u0634\u06cc-yolo-110x75.jpg 110w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/a><figcaption>\u0646\u0645\u0627\u06cc\u0634\u06cc \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 YOLO<\/figcaption><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\">\u0627\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641\u06cc \u0627\u0632 \u0645\u062f\u0644 \u0647\u0627 \u0648 \u06cc\u0627 \u0645\u0639\u0645\u0627\u0631\u06cc \u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u062a\u0634\u062e\u06cc\u0635 \u0634\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f. \u062f\u0631 \u0647\u0631 \u06a9\u062f\u0627\u0645 \u0627\u0632 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0647\u0627 \u0628\u06cc\u0646 \u0633\u0631\u0639\u062a\u060c \u0627\u0646\u062f\u0627\u0632\u0647 \u0648 \u062f\u0642\u062a \u0645\u0635\u0627\u0644\u062d\u0647 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f. \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0632 \u0645\u0639\u0631\u0648\u0641\u062a\u0631\u06cc\u0646 \u0627\u06cc\u0646 \u0645\u062f\u0644 \u0647\u0627 YOLO \u0627\u0633\u062a. \u062f\u0631 \u0635\u0648\u0631\u062a \u0646\u0627\u062f\u06cc\u062f\u0647 \u06af\u0631\u0641\u062a\u0646 \u06a9\u0627\u0645\u0646\u062a \u0647\u0627\u06cc \u0627\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647\u060c \u0627\u06cc\u0646 \u0645\u062f\u0644 \u062f\u0631 \u06a9\u0645\u062a\u0631 \u0627\u0633\u062a \u0627\u0632 \u06f2\u06f0 \u0633\u0637\u0631 \u06a9\u062f \u06a9\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\"><strong>\u062a\u0648\u062c\u0647: \u0627\u06cc\u0646 \u06cc\u06a9 \u0634\u0628\u0647 \u06a9\u062f \u0627\u0633\u062a \u0648 \u0645\u0639\u0631\u0641 \u06cc\u06a9 \u0646\u0645\u0648\u0646\u0647 \u06a9\u0627\u0631\u06cc \u0646\u0645\u06cc \u0628\u0627\u0634\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u062f\u0627\u0631\u0627\u06cc \u06cc\u06a9 \u062c\u0639\u0628\u0647 \u0633\u06cc\u0627\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0628\u062e\u0634 <\/strong>CNN<strong> \u0622\u0646 \u0645\u06cc \u0628\u0627\u0634\u062f \u0648 \u0646\u0633\u0628\u062a\u0627\u064b \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f \u0628\u0648\u062f\u0647 \u0648 \u062f\u0631 \u0634\u06a9\u0644 \u0632\u06cc\u0631 \u0646\u0645\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/strong><\/p>\n<p style=\"text-align: justify;\">\u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0645\u0642\u0627\u0644\u0647 \u06a9\u0627\u0645\u0644 \u0631\u0627 \u0627\u0632 <a href=\"https:\/\/pjreddie.com\/media\/files\/papers\/yolo_1.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">\u0627\u06cc\u0646\u062c\u0627<\/a> \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n\n\n<div class=\"wp-block-image is-style-default\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/06\/\u0645\u0639\u0645\u0627\u0631\u06cc-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc-\u062f\u0631-yolo.png\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" width=\"1024\" height=\"453\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/06\/\u0645\u0639\u0645\u0627\u0631\u06cc-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc-\u062f\u0631-yolo-1024x453.png\" alt=\"\u0645\u0639\u0645\u0627\u0631\u06cc \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc \u062f\u0631 yolo\" class=\"wp-image-7258\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u0645\u0639\u0645\u0627\u0631\u06cc-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc-\u062f\u0631-yolo-1024x453.png 1024w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u0645\u0639\u0645\u0627\u0631\u06cc-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc-\u062f\u0631-yolo-300x133.png 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u0645\u0639\u0645\u0627\u0631\u06cc-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc-\u062f\u0631-yolo-768x340.png 768w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u0645\u0639\u0645\u0627\u0631\u06cc-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc-\u062f\u0631-yolo.png 1400w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><figcaption>\u0645\u0639\u0645\u0627\u0631\u06cc \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u062f\u0631 YOLO<\/figcaption><\/figure><\/div>\n\n\n\n<script src=\"https:\/\/gist.github.com\/sjain07\/7b880ed494467bd44e8c4f051703a011.js\"><\/script>\n\n\n<p style=\"text-align: center;\">YOLO \u062f\u0631 \u06a9\u0645\u062a\u0631 \u0627\u0632 \u06f2\u06f0 \u0633\u0637\u0631 \u06a9\u062f!<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%DA%86%DA%AF%D9%88%D9%86%D9%87_%D9%85%DB%8C_%D8%AA%D9%88%D8%A7%D9%86_%DB%8C%DA%A9_%D9%85%D8%AF%D9%84_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D8%B9%D9%85%DB%8C%D9%82_%D8%B1%D8%A7_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%AA%D8%B4%D8%AE%DB%8C%D8%B5_%D8%B4%DB%8C_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_%D9%86%D9%85%D9%88%D8%AF%D8%9F\"><\/span><strong>\u0686\u06af\u0648\u0646\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646 \u06cc\u06a9 \u0645\u062f\u0644 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0634\u06cc \u0627\u06cc\u062c\u0627\u062f \u0646\u0645\u0648\u062f\u061f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"%DA%AF%D8%B1%D8%AF%D8%B4_%DA%A9%D8%A7%D8%B1_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D8%B9%D9%85%DB%8C%D9%82_%D8%AF%D8%A7%D8%B1%D8%A7%DB%8C_%D8%B4%D8%B4_%D9%85%D8%B1%D8%AD%D9%84%D9%87_%D8%A7%D9%88%D9%84%DB%8C%D9%87_%D8%A7%D8%B3%D8%AA_%DA%A9%D9%87_%D8%A8%D9%87_%D8%B3%D9%87_%D8%A8%D8%AE%D8%B4_%D8%AA%D9%82%D8%B3%DB%8C%D9%85_%D9%85%DB%8C_%D8%B4%D9%88%D8%AF\"><\/span><strong>\u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u062f\u0627\u0631\u0627\u06cc \u0634\u0634 \u0645\u0631\u062d\u0644\u0647 \u0627\u0648\u0644\u06cc\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0633\u0647 \u0628\u062e\u0634 \u062a\u0642\u0633\u06cc\u0645 \u0645\u06cc \u0634\u0648\u062f:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ol>\n<li>\u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc<\/li>\n<li>\u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644<\/li>\n<li>\u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0631\u0648\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u062c\u062f\u06cc\u062f<\/li>\n<\/ol>\n\n\n<div class=\"wp-block-image is-style-default\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/04\/\u0686\u0631\u062e\u0647-\u06cc-\u062a\u0634\u062e\u06cc\u0635-\u0634\u0628-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0639\u0635\u0628\u06cc-\u0639\u0645\u06cc\u0642.jpg\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" width=\"684\" height=\"1024\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/04\/\u0686\u0631\u062e\u0647-\u06cc-\u062a\u0634\u062e\u06cc\u0635-\u0634\u0628-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0639\u0635\u0628\u06cc-\u0639\u0645\u06cc\u0642-684x1024.jpg\" alt=\"\u0686\u0631\u062e\u0647 \u06cc \u062a\u0634\u062e\u06cc\u0635 \u0634\u0628 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0639\u0645\u06cc\u0642\" class=\"wp-image-6271\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/04\/\u0686\u0631\u062e\u0647-\u06cc-\u062a\u0634\u062e\u06cc\u0635-\u0634\u0628-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0639\u0635\u0628\u06cc-\u0639\u0645\u06cc\u0642-684x1024.jpg 684w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/04\/\u0686\u0631\u062e\u0647-\u06cc-\u062a\u0634\u062e\u06cc\u0635-\u0634\u0628-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0639\u0635\u0628\u06cc-\u0639\u0645\u06cc\u0642-200x300.jpg 200w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/04\/\u0686\u0631\u062e\u0647-\u06cc-\u062a\u0634\u062e\u06cc\u0635-\u0634\u0628-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0639\u0635\u0628\u06cc-\u0639\u0645\u06cc\u0642.jpg 700w\" sizes=\"(max-width: 684px) 100vw, 684px\" \/><\/a><\/figure><\/div>\n\n\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D9%85%D8%B1%D8%AD%D9%84%D9%87_%D8%A7%D9%88%D9%84_%D8%AC%D9%85%D8%B9_%D8%A2%D9%88%D8%B1%DB%8C_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%A2%D9%85%D9%88%D8%B2%D8%B4%DB%8C\"><\/span><strong>\u0645\u0631\u062d\u0644\u0647 \u0627\u0648\u0644 : \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"_%DA%AF%D8%A7%D9%85_%DB%B1_%D8%AC%D9%85%D8%B9_%D8%A2%D9%88%D8%B1%DB%8C_%D8%AA%D8%B5%D8%A7%D9%88%DB%8C%D8%B1_%D8%A8%D8%B1%D8%A7%DB%8C_%D9%87%D8%B1_%D8%B4%DB%8C_%D8%AD%D8%AF%D8%A7%D9%82%D9%84_%DB%B1%DB%B0%DB%B0_%D8%AA%D8%B5%D9%88%DB%8C%D8%B1\"><\/span><strong>\u00a0\u06af\u0627\u0645 \u06f1 . \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 ( \u0628\u0631\u0627\u06cc \u0647\u0631 \u0634\u06cc \u062d\u062f\u0627\u0642\u0644 <\/strong><strong>\u06f1\u06f0\u06f0<\/strong><strong> \u062a\u0635\u0648\u06cc\u0631 )<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u0627\u06cc\u0646 \u06a9\u0627\u0631\u060c \u0628\u0631\u0627\u06cc \u0647\u0631 \u0634\u06cc \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u064b \u0628\u0647 \u06f1\u06f0\u06f0 \u062a\u0635\u0648\u06cc\u0631 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f. \u0633\u0639\u06cc \u06a9\u0646\u06cc\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc\u06cc \u0631\u0627 \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0631\u0627 \u0631\u0648\u06cc \u0622\u0646 \u0647\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u062f\u060c \u0646\u0632\u062f\u06cc\u06a9 \u0628\u0627\u0634\u0646\u062f.<\/p>\n\n\n<div class=\"wp-block-image is-style-default\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u062a\u0635\u0627\u0648\u06cc\u0631-\u067e\u0631\u0646\u062f\u06af\u0627\u0646-\u0645\u062c\u0645\u0648\u0639\u0647-\u062f\u0627\u062f\u0647.png\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" width=\"1024\" height=\"256\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/03\/\u062a\u0635\u0627\u0648\u06cc\u0631-\u067e\u0631\u0646\u062f\u06af\u0627\u0646-\u0645\u062c\u0645\u0648\u0639\u0647-\u062f\u0627\u062f\u0647-1024x256.png\" alt=\"\u062a\u0635\u0627\u0648\u06cc\u0631 \u067e\u0631\u0646\u062f\u06af\u0627\u0646 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647\" class=\"wp-image-5727\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u062a\u0635\u0627\u0648\u06cc\u0631-\u067e\u0631\u0646\u062f\u06af\u0627\u0646-\u0645\u062c\u0645\u0648\u0639\u0647-\u062f\u0627\u062f\u0647-1024x256.png 1024w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u062a\u0635\u0627\u0648\u06cc\u0631-\u067e\u0631\u0646\u062f\u06af\u0627\u0646-\u0645\u062c\u0645\u0648\u0639\u0647-\u062f\u0627\u062f\u0647-300x75.png 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u062a\u0635\u0627\u0648\u06cc\u0631-\u067e\u0631\u0646\u062f\u06af\u0627\u0646-\u0645\u062c\u0645\u0648\u0639\u0647-\u062f\u0627\u062f\u0647-768x192.png 768w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/03\/\u062a\u0635\u0627\u0648\u06cc\u0631-\u067e\u0631\u0646\u062f\u06af\u0627\u0646-\u0645\u062c\u0645\u0648\u0639\u0647-\u062f\u0627\u062f\u0647.png 1050w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><\/div>\n\n\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"_%DA%AF%D8%A7%D9%85_%DB%B2_%D8%AD%D8%A7%D8%B4%DB%8C%D9%87_%D9%86%D9%88%DB%8C%D8%B3%DB%8C_%DA%A9%D8%A7%D8%AF%D8%B1_%D9%87%D8%A7%DB%8C%DB%8C_%D8%B1%D8%A7_%D8%B1%D9%88%DB%8C_%D8%A2%D9%86_%D8%AA%D8%B5%D8%A7%D9%88%DB%8C%D8%B1_%D8%A8%D9%87_%D8%B5%D9%88%D8%B1%D8%AA_%D8%AF%D8%B3%D8%AA%DB%8C_%D8%AA%D8%B1%D8%B3%DB%8C%D9%85_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span><strong>&nbsp;\u06af\u0627\u0645 \u06f2 . \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc ( \u06a9\u0627\u062f\u0631 \u0647\u0627\u06cc\u06cc \u0631\u0627 \u0631\u0648\u06cc \u0622\u0646 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0628\u0647 \u0635\u0648\u0631\u062a \u062f\u0633\u062a\u06cc \u062a\u0631\u0633\u06cc\u0645 \u06a9\u0646\u06cc\u062f ) :<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">&nbsp;\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u06a9\u0627\u062f\u0631 \u0647\u0627\u06cc \u0645\u062d\u0635\u0648\u0631\u06a9\u0646\u0646\u062f\u0647 \u0631\u0648\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u062a\u0631\u0633\u06cc\u0645 \u0645\u06cc \u0634\u0648\u0646\u062f. \u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u06cc \u0645\u0627\u0646\u0646\u062f <a href=\"https:\/\/github.com\/tzutalin\/labelImg\" target=\"_blank\" rel=\"noopener\">labelImg<\/a> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0628\u0647 \u0686\u0646\u062f\u06cc\u0646 \u0646\u0641\u0631 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f \u06a9\u0647 \u062f\u0631 \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u0628\u0647 \u0634\u0645\u0627 \u06a9\u0645\u06a9 \u0646\u0645\u0627\u06cc\u0646\u062f \u06a9\u0647 \u06cc\u06a9 \u06a9\u0627\u0631 \u0646\u0633\u0628\u062a\u0627\u064b \u0641\u0634\u0631\u062f\u0647 \u0648 \u0632\u0645\u0627\u0646 \u0628\u0631 \u0645\u06cc \u0628\u0627\u0634\u062f.<\/p>\n\n\n<div class=\"wp-block-image is-style-default\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/06\/\u062d\u0627\u0634\u06cc\u0647-\u0646\u0648\u06cc\u0633\u06cc-\u062a\u0635\u0627\u0648\u06cc\u0631-\u0628\u0627-labelimg.png\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" width=\"816\" height=\"459\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/06\/\u062d\u0627\u0634\u06cc\u0647-\u0646\u0648\u06cc\u0633\u06cc-\u062a\u0635\u0627\u0648\u06cc\u0631-\u0628\u0627-labelimg.png\" alt=\"\u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u0628\u0627 labelimg\" class=\"wp-image-7259\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u062d\u0627\u0634\u06cc\u0647-\u0646\u0648\u06cc\u0633\u06cc-\u062a\u0635\u0627\u0648\u06cc\u0631-\u0628\u0627-labelimg.png 816w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u062d\u0627\u0634\u06cc\u0647-\u0646\u0648\u06cc\u0633\u06cc-\u062a\u0635\u0627\u0648\u06cc\u0631-\u0628\u0627-labelimg-300x169.png 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u062d\u0627\u0634\u06cc\u0647-\u0646\u0648\u06cc\u0633\u06cc-\u062a\u0635\u0627\u0648\u06cc\u0631-\u0628\u0627-labelimg-768x432.png 768w\" sizes=\"(max-width: 816px) 100vw, 816px\" \/><\/a><\/figure><\/div>\n\n\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D9%85%D8%B1%D8%AD%D9%84%D9%87_%D8%AF%D9%88%D9%85_%D8%A2%D9%85%D9%88%D8%B2%D8%B4_%DB%8C%DA%A9_%D9%85%D8%AF%D9%84_%D8%B1%D9%88%DB%8C_%DB%8C%DA%A9_%D9%85%D8%A7%D8%B4%DB%8C%D9%86_%D8%AF%D8%A7%D8%B1%D8%A7%DB%8C_GPU\"><\/span><strong>\u0645\u0631\u062d\u0644\u0647 \u062f\u0648\u0645 : \u0622\u0645\u0648\u0632\u0634 \u06cc\u06a9 \u0645\u062f\u0644 \u0631\u0648\u06cc \u06cc\u06a9 \u0645\u0627\u0634\u06cc\u0646<\/strong><strong> \u062f\u0627\u0631\u0627\u06cc<\/strong> GPU<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"_%DA%AF%D8%A7%D9%85_%DB%B3_%DB%8C%D8%A7%D9%81%D8%AA%D9%86_%DB%8C%DA%A9_%D9%85%D8%AF%D9%84_%D8%A7%D8%B2_%D9%BE%DB%8C%D8%B4_%D8%A2%D9%85%D9%88%D8%B2%D8%B4_%D8%AF%D8%A7%D8%AF%D9%87_%D8%B4%D8%AF%D9%87_%D8%A8%D8%B1%D8%A7%DB%8C_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D8%A7%D9%86%D8%AA%D9%82%D8%A7%D9%84%DB%8C\"><\/span><strong>\u00a0\u06af\u0627\u0645 \u06f3 . \u06cc\u0627\u0641\u062a\u0646 \u06cc\u06a9 \u0645\u062f\u0644 \u0627\u0632 \u067e\u06cc\u0634 \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644\u06cc :<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u00a0\u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0645\u0642\u0627\u0644\u0647 \u06cc <a href=\"https:\/\/shahaab-co.ir\/mag\/edu\/deep-learning\/using-deep-learning-with-limited-data-part-2-data-augmentation\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u062f\u0627\u062f\u0647 \u0627\u0641\u0632\u0627\u06cc\u06cc<\/a> \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u06cc\u0634\u062a\u0631\u06cc \u062f\u0631 \u0627\u06cc\u0646 \u0628\u0627\u0631\u0647 \u06a9\u0633\u0628 \u0646\u0645\u0627\u06cc\u06cc\u062f. \u0634\u0645\u0627 \u0628\u0647 \u06cc\u06a9 \u0645\u062f\u0644 \u0627\u0632 \u067e\u06cc\u0634 \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f \u0648 \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0645\u0642\u062f\u0627\u0631 \u062f\u0627\u062f\u0647 \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0631\u0627 \u06a9\u0627\u0647\u0634 \u062f\u0647\u06cc\u062f. \u0628\u062f\u0648\u0646 \u0627\u06cc\u0646 \u0645\u062f\u0644\u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u062d\u062f\u0648\u062f \u0635\u062f \u0647\u0632\u0627\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f. \u0627\u0632 \u0627\u06cc\u0646\u062c\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0645\u062f\u0644 \u0647\u0627\u06cc \u0627\u0632 \u067e\u06cc\u0634 \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0631\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"_%DA%AF%D8%A7%D9%85_%DB%B4_%D8%A2%D9%85%D9%88%D8%B2%D8%B4_%D8%B1%D9%88%DB%8C_%DB%8C%DA%A9_GPU_%D8%AE%D8%AF%D9%85%D8%A7%D8%AA_%D8%A7%D8%A8%D8%B1%DB%8C_%D9%85%D8%A7%D9%86%D9%86%D8%AF_AWSGCP_%DB%8C%D8%A7_%D9%85%D8%A7%D8%B4%DB%8C%D9%86_GPU_%D8%AE%D9%88%D8%AF%D8%AA%D8%A7%D9%86\"><\/span><strong>\u00a0\u06af\u0627\u0645 \u06f4 . \u0622\u0645\u0648\u0632\u0634 \u0631\u0648\u06cc \u06cc\u06a9 <\/strong>GPU<strong> (<\/strong> <strong>\u062e\u062f\u0645\u0627\u062a \u0627\u0628\u0631\u06cc \u0645\u0627\u0646\u0646\u062f <\/strong>AWS\/GCP<strong> \u06cc\u0627 \u0645\u0627\u0634\u06cc\u0646 <\/strong>GPU <strong>\u062e\u0648\u062f\u062a\u0627\u0646 )<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<div class=\"wp-block-image is-style-default\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/06\/\u0622\u0645\u0648\u0632\u0634-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u062f\u0631-\u0641\u0636\u0627\u06cc-\u0627\u0628\u0631\u06cc.png\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" width=\"700\" height=\"411\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/06\/\u0622\u0645\u0648\u0632\u0634-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u062f\u0631-\u0641\u0636\u0627\u06cc-\u0627\u0628\u0631\u06cc.png\" alt=\"\u0622\u0645\u0648\u0632\u0634 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u062f\u0631 \u0641\u0636\u0627\u06cc \u0627\u0628\u0631\u06cc\" class=\"wp-image-7260\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u0622\u0645\u0648\u0632\u0634-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u062f\u0631-\u0641\u0636\u0627\u06cc-\u0627\u0628\u0631\u06cc.png 700w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u0622\u0645\u0648\u0632\u0634-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u062f\u0631-\u0641\u0636\u0627\u06cc-\u0627\u0628\u0631\u06cc-300x176.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/a><\/figure><\/div>\n\n\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%A7%DB%8C%D9%85%DB%8C%D8%AC_%D8%AF%D8%A7%DA%A9%D8%B1_Docker_Image\"><\/span><strong>\u0627\u06cc\u0645\u06cc\u062c \u062f\u0627\u06a9\u0631 ( Docker Image )<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u0641\u0631\u0627\u06cc\u0646\u062f \u0622\u0645\u0648\u0632\u0634 \u06cc\u06a9 \u0645\u062f\u0644\u060c \u062f\u0634\u0648\u0627\u0631 \u0645\u06cc \u0628\u0627\u0634\u062f \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0627 \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0627\u06cc\u0645\u06cc\u062c \u062f\u0627\u06a9\u0631 \u060c \u0627\u06cc\u0646 \u0641\u0631\u0627\u06cc\u0646\u062f \u0631\u0627 \u062a\u0633\u0647\u06cc\u0644 \u0646\u0645\u0648\u062f. \u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u06a9\u062f \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u0646\u0645\u0627\u06cc\u06cc\u062f:<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\">sudo nvidia-docker run -p 8000:8000 -v `pwd`:data docker.nanonets.com\/pi_training -m train -a ssd_mobilenet_v1_coco -e ssd_mobilenet_v1_coco_0 -p '{\"batch_size\":8,\"learning_rate\":0.003}' \n<\/pre>\n<p style=\"text-align: justify;\"><a href=\"https:\/\/github.com\/NanoNets\/RaspberryPi-ObjectDetection-TensorFlow\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>&nbsp;\u0644\u0637\u0641\u0627\u064b \u0628\u0631\u0627\u06cc \u0622\u06af\u0627\u0647\u06cc \u0627\u0632 \u062c\u0632\u0626\u06cc\u0627\u062a \u0646\u062d\u0648\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647\u060c \u0628\u0647 \u0627\u06cc\u0646 \u0644\u06cc\u0646\u06a9 \u0645\u0631\u0627\u062c\u0639\u0647 \u06a9\u0646\u06cc\u062f.<\/strong><\/a><\/p>\n<p style=\"text-align: justify;\">\u0627\u06cc\u0645\u06cc\u062c \u062f\u0627\u06a9\u0631 \u062f\u0627\u0631\u0627\u06cc \u06cc\u06a9 \u0627\u0633\u06a9\u0631\u06cc\u067e\u062a run.sh \u0645\u06cc \u0628\u0627\u0634\u062f \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0627 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0647\u0627\u06cc \u0632\u06cc\u0631 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u0634\u0648\u062f:<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\">run.sh [-m mode] [-a architecture] [-h help] [-e experiment_id] [-c checkpoint] [-p hyperparameters]\n-h          display this help and exit\n-m          mode: should be either `train` or `export`\n-p          key value pairs of hyperparameters as json string\n-e          experiment id. Used as path inside data folder to run current experiment\n-c          applicable when mode is export, used to specify checkpoint to use for export\n<\/pre>\n<h4 style=\"text-align: justify;\"><strong>\u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u06cc\u06a9 \u0645\u062f\u0644\u060c \u0646\u06cc\u0627\u0632 \u0627\u0633\u062a \u0627\u0628\u0631\u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0647\u0627\u06cc \u062f\u0631\u0633\u062a \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u0646\u0645\u0627\u06cc\u06cc\u062f.<\/strong><\/h4>\n<h4 style=\"text-align: justify;\"><strong>\u06cc\u0627\u0641\u062a\u0646 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0647\u0627\u06cc \u0635\u062d\u06cc\u062d<\/strong><\/h4>\n<p style=\"text-align: justify;\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u062a\u0644\u0627\u0634 \u0645\u06cc \u06a9\u0646\u062f \u0628\u0647\u062a\u0631\u06cc\u0646 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0647\u0627 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0628\u0647 \u062f\u0633\u062a \u0622\u0648\u0631\u062f\u0646 \u0628\u0627\u0644\u0627\u062a\u0631\u06cc\u0646 \u062f\u0642\u062a \u0628\u0631\u0627\u06cc \u0645\u062f\u0644 \u0634\u0645\u0627 \u0628\u0647 \u062f\u0633\u062a \u0622\u0648\u0631\u062f. <a href=\"https:\/\/blog.slavv.com\/37-reasons-why-your-neural-network-is-not-working-4020854bd607\" target=\"_blank\" rel=\"noopener noreferrer\">\u0627\u06cc\u0646\u062c\u0627 \u06cc\u06a9 \u0645\u0646\u0628\u0639 \u0639\u0627\u0644\u06cc \u0628\u0631\u0627\u06cc \u06cc\u0627\u0641\u062a\u0646 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u0647\u0627\u06cc \u0635\u062d\u06cc\u062d \u0627\u0633\u062a.<\/a><\/p>\n<h4 style=\"text-align: justify;\"><strong>\u06a9\u0648\u0627\u0646\u062a\u06cc\u0632\u0627\u0633\u06cc\u0648\u0646 \u0645\u062f\u0644 ( \u06a9\u0648\u0686\u06a9\u062a\u0631 \u06a9\u0631\u062f\u0646 \u0622\u0646 \u062c\u0647\u062a \u0642\u0631\u0627\u0631 \u06af\u0631\u0641\u062a\u0646 \u0631\u0648\u06cc \u06cc\u06a9 \u062f\u0633\u062a\u06af\u0627\u0647 \u06a9\u0648\u0686\u06a9 \u0645\u0627\u0646\u0646\u062f \u0631\u0633\u067e\u0628\u0631\u06cc \u067e\u0627\u06cc \u06cc\u0627 \u062a\u0644\u0641\u0646 \u0647\u0645\u0631\u0627\u0647 )<\/strong><\/h4>\n<p style=\"text-align: justify;\">\u062f\u0633\u062a\u06af\u0627\u0647 \u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9 \u0645\u0627\u0646\u0646\u062f \u062a\u0644\u0641\u0646 \u0647\u0627\u06cc \u0647\u0645\u0631\u0627\u0647 \u0648 &nbsp;\u0631\u0633\u067e\u0628\u0631\u06cc \u067e\u0627\u06cc \u062f\u0627\u0631\u0627\u06cc \u062d\u0627\u0641\u0638\u0647 \u0648 \u062a\u0648\u0627\u0646 \u0645\u0635\u0631\u0641\u06cc \u0628\u0633\u06cc\u0627\u0631 \u06a9\u0645\u06cc \u0647\u0633\u062a\u0646\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0622\u0645\u0648\u0632\u0634 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc\u060c \u0628\u0627 \u0627\u0639\u0645\u0627\u0644 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0628\u0633\u06cc\u0627\u0631 \u06a9\u0648\u0686\u06a9 \u0628\u0647 \u0648\u0632\u0646 \u0647\u0627 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc \u0634\u0648\u062f \u0648 \u0627\u06cc\u0646 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9\u060c \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631 \u06a9\u0631\u062f\u0646 \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0628\u0647 \u062f\u0642\u062a \u0645\u0645\u06cc\u0632 \u0634\u0646\u0627\u0648\u0631 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u0646\u062f ( \u0627\u06af\u0631\u0686\u0647 \u062a\u0644\u0627\u0634 \u0647\u0627\u06cc \u062a\u062d\u0642\u06cc\u0642\u0627\u062a\u06cc \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0628\u0627\u0632\u0646\u0645\u0627\u06cc\u06cc \u0647\u0627\u06cc \u06a9\u0648\u0627\u0646\u062a\u06cc\u0632\u0647 \u0634\u062f\u0647 \u0646\u06cc\u0632 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u0646\u062f ).<\/p>\n<p style=\"text-align: justify;\">\u0627\u062a\u062e\u0627\u0630 \u06cc\u06a9 \u0645\u062f\u0644 \u0627\u0632 \u067e\u06cc\u0634 \u0622\u0645\u0648\u0632\u0634 \u062f\u06cc\u062f\u0647 \u0648 \u0627\u062c\u0631\u0627\u06cc \u0627\u0633\u062a\u0646\u062a\u0627\u062c \u0628\u0633\u06cc\u0627\u0631 \u0645\u062a\u0641\u0627\u0648\u062a \u0627\u0633\u062a. \u06cc\u06a9\u06cc \u0627\u0632 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u062c\u0627\u062f\u0648\u06cc\u06cc \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0639\u0645\u06cc\u0642 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0647 \u062e\u0648\u0628\u06cc \u0627\u0632 \u0639\u0647\u062f\u0647 \u0633\u0637\u0648\u062d \u0628\u0627\u0644\u0627\u06cc \u0646\u0648\u06cc\u0632 \u062f\u0631 \u0648\u0631\u0648\u062f\u06cc \u0647\u0627\u06cc \u062e\u0648\u062f \u0628\u0631\u0622\u06cc\u0646\u062f.<\/p>\n<h4 style=\"text-align: justify;\"><strong>\u0686\u0631\u0627 \u06a9\u0648\u0627\u0646\u062a\u06cc\u0632\u0627\u0633\u06cc\u0648\u0646\u061f<\/strong><\/h4>\n<p style=\"text-align: justify;\">\u0645\u062f\u0644 \u0647\u0627\u06cc \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc\u060c \u0641\u0636\u0627\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0632\u06cc\u0627\u062f\u06cc \u0631\u0627 \u0631\u0648\u06cc \u062f\u06cc\u0633\u06a9 \u0628\u0647 \u062e\u0648\u062f \u0627\u062e\u062a\u0635\u0627\u0635 \u0645\u06cc \u062f\u0647\u0646\u062f\u060c \u0628\u0647 \u0637\u0648\u0631 \u0645\u062b\u0627\u0644 AlexNet \u0627\u0648\u0644\u06cc\u0647 \u0628\u06cc\u0634 \u0627\u0632 \u06f2\u06f0\u06f0 \u0645\u06af\u0627\u0628\u0627\u06cc\u062a \u062f\u0631 \u0642\u0627\u0644\u0628 \u0645\u0645\u06cc\u0632 \u0634\u0646\u0627\u0648\u0631 \u0631\u0627 \u0628\u0647 \u062e\u0648\u062f \u0627\u062e\u062a\u0635\u0627\u0635 \u0645\u06cc \u062f\u0647\u062f. \u062a\u0642\u0631\u06cc\u0628\u0627\u064b \u062a\u0645\u0627\u0645\u06cc \u0627\u06cc\u0646 \u0641\u0636\u0627\u060c \u062a\u0648\u0633\u0637 \u0648\u0632\u0646 \u0647\u0627 \u0628\u0631\u0627\u06cc \u0627\u062a\u0635\u0627\u0644\u0627\u062a \u0634\u0628\u06a9\u0647 \u062f\u0631 \u0646\u0638\u0631 \u06af\u0631\u0641\u062a\u0647 \u0645\u06cc \u0634\u0648\u062f\u060c \u0686\u0631\u0627 \u06a9\u0647 \u063a\u0627\u0644\u0628\u0627\u064b \u0645\u06cc\u0644\u06cc\u0648\u0646 \u0647\u0627 \u0648\u0632\u0646 \u062f\u0631 \u06cc\u06a9 \u0645\u062f\u0644 \u0645\u062c\u0632\u0627 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u0646\u062f. \u06af\u0631\u0647 \u0647\u0627 \u0648 \u0648\u0632\u0646 \u0647\u0627\u06cc \u06cc\u06a9 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0628\u0647 \u0635\u0648\u0631\u062a \u0627\u0639\u062f\u0627\u062f \u0645\u0645\u06cc\u0632 \u0634\u0646\u0627\u0648\u0631 \u06f3\u06f2 \u0628\u06cc\u062a\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f. \u0633\u0627\u062f\u0647 \u062a\u0631\u06cc\u0646 \u0627\u0646\u06af\u06cc\u0632\u0647 \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u06a9\u0648\u0627\u0646\u062a\u06cc\u0632\u0627\u0633\u06cc\u0648\u0646\u060c \u06a9\u0648\u0686\u06a9 \u06a9\u0631\u062f\u0646 \u0627\u0646\u062f\u0627\u0632\u0647 \u0628\u0627 \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u0645\u0642\u0627\u062f\u06cc\u0631 \u06a9\u0645\u06cc\u0646\u0647 \u0648 \u0628\u06cc\u0634\u06cc\u0646\u0647 \u0628\u0631\u0627\u06cc \u0647\u0631 \u0644\u0627\u06cc\u0647\u060c \u0648 \u0641\u0634\u0631\u062f\u0647 \u0633\u0627\u0632\u06cc \u0647\u0631 \u0645\u0642\u062f\u0627\u0631 \u0634\u0646\u0627\u0648\u0631 \u0628\u0647 \u06cc\u06a9 \u0645\u0642\u062f\u0627\u0631 \u0635\u062d\u06cc\u062d \u06f8 \u0628\u06cc\u062a\u06cc \u0627\u0633\u062a. \u0627\u0646\u062f\u0627\u0632\u0647 \u0641\u0627\u06cc\u0644 \u0647\u0627 \u062a\u0627 \u06f7\u06f5 \u062f\u0631\u0635\u062f \u06a9\u0627\u0647\u0634 \u0645\u06cc \u06cc\u0627\u0628\u062f.<\/p>\n\n\n<div class=\"wp-block-image is-style-default\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/06\/\u06a9\u0648\u0627\u0646\u062a\u06cc\u0632\u0627\u0633\u06cc\u0648\u0646-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0639\u0635\u0628\u06cc.png\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" width=\"413\" height=\"442\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/06\/\u06a9\u0648\u0627\u0646\u062a\u06cc\u0632\u0627\u0633\u06cc\u0648\u0646-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0639\u0635\u0628\u06cc.png\" alt=\"\u06a9\u0648\u0627\u0646\u062a\u06cc\u0632\u0627\u0633\u06cc\u0648\u0646 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc\" class=\"wp-image-7261\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u06a9\u0648\u0627\u0646\u062a\u06cc\u0632\u0627\u0633\u06cc\u0648\u0646-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0639\u0635\u0628\u06cc.png 413w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u06a9\u0648\u0627\u0646\u062a\u06cc\u0632\u0627\u0633\u06cc\u0648\u0646-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0639\u0635\u0628\u06cc-280x300.png 280w\" sizes=\"(max-width: 413px) 100vw, 413px\" \/><\/a><\/figure><\/div>\n\n\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%DA%A9%D8%AF_%D8%A8%D8%B1%D8%A7%DB%8C_%DA%A9%D9%88%D8%A7%D9%86%D8%AA%DB%8C%D8%B2%D8%A7%D8%B3%DB%8C%D9%88%D9%86\"><\/span><strong>\u06a9\u062f \u0628\u0631\u0627\u06cc \u06a9\u0648\u0627\u0646\u062a\u06cc\u0632\u0627\u0633\u06cc\u0648\u0646<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\">curl -L \"https:\/\/storage.googleapis.com\/download.tensorflow.org\/models\/inception_v3_2016_08_28_frozen.pb.tar.gz\" |\n  tar -C tensorflow\/examples\/label_image\/data -xz\nbazel build tensorflow\/tools\/graph_transforms:transform_graph\nbazel-bin\/tensorflow\/tools\/graph_transforms\/transform_graph \\\n--in_graph=tensorflow\/examples\/label_image\/data\/inception_v3_2016_08_28_frozen.pb \\\n  --out_graph=\/tmp\/quantized_graph.pb \\\n  --inputs=input \\\n  --outputs=InceptionV3\/Predictions\/Reshape_1 \\\n  --transforms='add_default_attributes strip_unused_nodes(type=float, shape=\"1,299,299,3\")\n    remove_nodes(op=Identity, op=CheckNumerics) fold_constants(ignore_errors=true)\n    fold_batch_norms fold_old_batch_norms quantize_weights quantize_nodes\n    strip_unused_nodes sort_by_execution_order\n<\/pre>\n<blockquote>\n<p>\u062a\u0648\u062c\u0647: \u0627\u06cc\u0645\u06cc\u062c \u062f\u0627\u06a9\u0631 \u0645\u0627 \u062f\u0627\u0631\u0627\u06cc \u06a9\u0648\u0627\u0646\u062a\u06cc\u0632\u0627\u0633\u06cc\u0648\u0646 \u062f\u0627\u062e\u0644\u06cc \u062f\u0631 \u062e\u0648\u062f \u0627\u0633\u062a.<\/p>\n<\/blockquote>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D9%85%D8%B1%D8%AD%D9%84%D9%87_%D8%B3%D9%88%D9%85_%D9%BE%DB%8C%D8%B4_%D8%A8%DB%8C%D9%86%DB%8C_%D9%87%D8%A7_%D8%B1%D9%88%DB%8C_%D8%AA%D8%B5%D8%A7%D9%88%DB%8C%D8%B1_%D8%AC%D8%AF%DB%8C%D8%AF_%D8%A8%D8%A7_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_%D8%B1%D8%B3%D9%BE%D8%A8%D8%B1%DB%8C_%D9%BE%D8%A7%DB%8C\"><\/span><strong>\u0645\u0631\u062d\u0644\u0647 \u0633\u0648\u0645 : \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0647\u0627 \u0631\u0648\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u062c\u062f\u06cc\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 &nbsp;\u0631\u0633\u067e\u0628\u0631\u06cc \u067e\u0627\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%DA%AF%D8%A7%D9%85_%DB%B5_%D8%AA%D9%87%DB%8C%D9%87_%D8%AA%D8%B5%D9%88%DB%8C%D8%B1_%D8%AC%D8%AF%DB%8C%D8%AF_%D8%A8%D8%A7_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_%D8%AF%D9%88%D8%B1%D8%A8%DB%8C%D9%86\"><\/span><strong>\u06af\u0627\u0645 \u06f5 : \u062a\u0647\u06cc\u0647 \u062a\u0635\u0648\u06cc\u0631 \u062c\u062f\u06cc\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0648\u0631\u0628\u06cc\u0646<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u0634\u0645\u0627 \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0628\u0631\u0627\u06cc \u062a\u0647\u06cc\u0647 \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631 \u062c\u062f\u06cc\u062f \u0628\u0647 \u062f\u0648\u0631\u0628\u06cc\u0646 \u0631\u0633\u067e\u0628\u0631\u06cc \u067e\u0627\u06cc \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f.<\/p>\n\n\n<div class=\"wp-block-image is-style-default\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"590\" height=\"494\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/06\/\u062f\u0648\u0631\u0628\u06cc\u0646-\u0631\u0633\u067e\u0628\u0631\u06cc-\u067e\u0627\u06cc.jpeg\" alt=\"\u062f\u0648\u0631\u0628\u06cc\u0646 \u0631\u0633\u067e\u0628\u0631\u06cc \u067e\u0627\u06cc\" class=\"wp-image-7262\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u062f\u0648\u0631\u0628\u06cc\u0646-\u0631\u0633\u067e\u0628\u0631\u06cc-\u067e\u0627\u06cc.jpeg 590w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u062f\u0648\u0631\u0628\u06cc\u0646-\u0631\u0633\u067e\u0628\u0631\u06cc-\u067e\u0627\u06cc-300x251.jpeg 300w\" sizes=\"(max-width: 590px) 100vw, 590px\" \/><\/figure><\/div>\n\n\n<p>\u062f\u0633\u062a\u0648\u0631\u0627\u0644\u0639\u0645\u0644 \u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0646\u0635\u0628 \u0631\u0627 \u062f\u0631 <a href=\"https:\/\/thepihut.com\/blogs\/raspberry-pi-tutorials\/16021420-how-to-install-use-the-raspberry-pi-camera\" target=\"_blank\" rel=\"noopener noreferrer\">\u0627\u06cc\u0646\u062c\u0627 <\/a>\u0628\u0628\u06cc\u0646\u06cc\u062f.<\/p>\n\n\n<script src=\"https:\/\/gist.github.com\/sjain07\/59228f2641210fff552c8103cb5f3c2a.js\"><\/script>\n\n\n<p style=\"text-align: center;\">\u06a9\u062f \u06af\u0631\u0641\u062a\u0646 \u06cc\u06a9 \u0639\u06a9\u0633 \u062c\u062f\u06cc\u062f<\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%DA%AF%D8%A7%D9%85_%DB%B6_%D9%BE%DB%8C%D8%B4_%D8%A8%DB%8C%D9%86%DB%8C_%DB%8C%DA%A9_%D8%AA%D8%B5%D9%88%DB%8C%D8%B1_%D8%AC%D8%AF%DB%8C%D8%AF\"><\/span><strong>\u06af\u0627\u0645 \u06f6 . \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631 \u062c\u062f\u06cc\u062f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D8%AF%D8%A7%D9%86%D9%84%D9%88%D8%AF_%D9%85%D8%AF%D9%84\"><\/span><strong>\u062f\u0627\u0646\u0644\u0648\u062f \u0645\u062f\u0644<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\">\u067e\u0633 \u0627\u0632 \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 \u062e\u0648\u062f \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0622\u0646 \u0631\u0627 \u0631\u0648\u06cc &nbsp;\u0631\u0633\u067e\u0628\u0631\u06cc \u067e\u0627\u06cc \u062e\u0648\u062f \u062f\u0627\u0646\u0644\u0648\u062f \u06a9\u0646\u06cc\u062f. \u0628\u0631\u0627\u06cc \u0627\u06a9\u0633\u067e\u0648\u0631\u062a \u06a9\u0631\u062f\u0646 \u0645\u062f\u0644\u060c \u06a9\u062f \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\">sudo nvidia-docker run -v `pwd`:data docker.nanonets.com\/pi_training -m export -a ssd_mobilenet_v1_coco -e ssd_mobilenet_v1_coco_0 -c \/data\/0\/model.ckpt-8998\n<\/pre>\n<p style=\"text-align: justify;\">\u0633\u067e\u0633 \u0645\u062f\u0644 \u0631\u0627 \u0631\u0648\u06cc &nbsp;\u0631\u0633\u067e\u0628\u0631\u06cc \u067e\u0627\u06cc \u062f\u0627\u0646\u0644\u0648\u062f \u06a9\u0646\u06cc\u062f.<\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D9%86%D8%B5%D8%A8_%D8%AA%D9%86%D8%B3%D9%88%D8%B1%D9%81%D9%84%D9%88_%D8%B1%D9%88%DB%8C_%D8%B1%D8%B3%D9%BE%D8%A8%D8%B1%DB%8C_%D9%BE%D8%A7%DB%8C\"><\/span><strong>\u0646\u0635\u0628 \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u0631\u0648\u06cc \u0631\u0633\u067e\u0628\u0631\u06cc \u067e\u0627\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">\u0628\u0633\u062a\u0647 \u0628\u0647 \u062f\u0633\u062a\u06af\u0627\u0647\u06cc \u06a9\u0647 \u062f\u0627\u0631\u06cc\u062f\u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0627\u0646\u062f\u06a9\u06cc \u062f\u0631 \u0646\u0635\u0628 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f:<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\">sudo apt-get install libblas-dev liblapack-dev python-dev libatlas-base-dev gfortran python-setuptools libjpeg-dev\nsudo pip install Pillow\nsudo pip install http:\/\/ci.tensorflow.org\/view\/Nightly\/job\/nightly-pi-zero\/lastSuccessfulBuild\/artifact\/output-artifacts\/tensorflow-1.4.0-cp27-none-any.whl\ngit clone https:\/\/github.com\/tensorflow\/models.git\nsudo apt-get install -y protobuf-compiler\ncd models\/research\/\nprotoc object_detection\/protos\/*.proto --python_out=.\nexport PYTHONPATH=$PYTHONPATH:\/home\/pi\/models\/research:\/home\/pi\/models\/research\/slim\n<\/pre>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D9%85%D8%AF%D9%84_%D8%B1%D8%A7_%D8%A8%D8%B1%D8%A7%DB%8C_%D9%BE%DB%8C%D8%B4_%D8%A8%DB%8C%D9%86%DB%8C_%D8%B1%D9%88%DB%8C_%DB%8C%DA%A9_%D8%AA%D8%B5%D9%88%DB%8C%D8%B1_%D8%AC%D8%AF%DB%8C%D8%AF_%D8%A7%D8%AC%D8%B1%D8%A7_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span><strong>\u0645\u062f\u0644 \u0631\u0627 \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u0631\u0648\u06cc \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631 \u062c\u062f\u06cc\u062f \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\">python ObjectDetectionPredict.py --model data\/0\/quantized_graph.pb --labels data\/label_map.pbtxt --images \/data\/image1.jpg \/data\/image2.jpg\n<\/pre>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"%D9%85%D8%B9%DB%8C%D8%A7%D8%B1%D9%87%D8%A7%DB%8C_%D8%B9%D9%85%D9%84%DA%A9%D8%B1%D8%AF%DB%8C_%D8%B1%D9%88%DB%8C_%D8%B1%D8%B3%D9%BE%D8%A8%D8%B1%DB%8C_%D9%BE%D8%A7%DB%8C\"><\/span><strong>\u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f\u06cc \u0631\u0648\u06cc \u0631\u0633\u067e\u0628\u0631\u06cc \u067e\u0627\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\">&nbsp;\u0631\u0633\u067e\u0628\u0631\u06cc \u067e\u0627\u06cc \u0647\u0645 \u062f\u0631 \u062d\u0627\u0641\u0638\u0647 \u0648 \u0647\u0645 \u062f\u0631 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u060c \u062f\u0627\u0631\u0627\u06cc \u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u0627\u0633\u062a\u060c (\u0646\u0633\u062e\u0647 \u0627\u06cc \u0627\u0632 \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u06a9\u0647 \u0633\u0627\u0632\u06af\u0627\u0631 \u0628\u0627 GPU &nbsp;\u0631\u0633\u067e\u0628\u0631\u06cc \u067e\u0627\u06cc \u0628\u0627\u0634\u062f\u060c \u0647\u0645\u0686\u0646\u0627\u0646 \u0648\u062c\u0648\u062f \u0646\u062f\u0627\u0631\u062f). \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0645\u062d\u06a9 \u0632\u062f\u0646 \u0627\u06cc\u0646\u06a9\u0647 \u0647\u0631 \u06cc\u06a9 \u0627\u0632 \u0645\u062f\u0644 \u0647\u0627 \u0686\u0647 \u0627\u0646\u062f\u0627\u0632\u0647 \u0632\u0645\u0627\u0646 \u0645\u06cc \u0628\u0631\u0646\u062f \u062a\u0627 \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631 \u062c\u062f\u06cc\u062f \u0631\u0627 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u06a9\u0646\u0646\u062f\u060c \u062d\u0627\u0626\u0632 \u0627\u0647\u0645\u06cc\u062a \u0645\u06cc \u0628\u0627\u0634\u062f.<\/p>\n\n\n<div class=\"wp-block-image is-style-default\"><figure class=\"aligncenter size-large is-resized\"><a href=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/06\/\u0628\u0646\u0686\u0645\u0627\u0631\u06a9-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0639\u0645\u06cc\u0642-\u0631\u0648\u06cc-\u0631\u0633\u067e\u0628\u0631\u06cc-\u067e\u0627\u06cc.png\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/06\/\u0628\u0646\u0686\u0645\u0627\u0631\u06a9-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0639\u0645\u06cc\u0642-\u0631\u0648\u06cc-\u0631\u0633\u067e\u0628\u0631\u06cc-\u067e\u0627\u06cc-1024x512.png\" alt=\"\u0628\u0646\u0686\u0645\u0627\u0631\u06a9 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0631\u0648\u06cc \u0631\u0633\u067e\u0628\u0631\u06cc \u067e\u0627\u06cc\" class=\"wp-image-7264\" width=\"580\" height=\"290\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u0628\u0646\u0686\u0645\u0627\u0631\u06a9-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0639\u0645\u06cc\u0642-\u0631\u0648\u06cc-\u0631\u0633\u067e\u0628\u0631\u06cc-\u067e\u0627\u06cc-1024x512.png 1024w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u0628\u0646\u0686\u0645\u0627\u0631\u06a9-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0639\u0645\u06cc\u0642-\u0631\u0648\u06cc-\u0631\u0633\u067e\u0628\u0631\u06cc-\u067e\u0627\u06cc-300x150.png 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u0628\u0646\u0686\u0645\u0627\u0631\u06a9-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0639\u0645\u06cc\u0642-\u0631\u0648\u06cc-\u0631\u0633\u067e\u0628\u0631\u06cc-\u067e\u0627\u06cc-768x384.png 768w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u0628\u0646\u0686\u0645\u0627\u0631\u06a9-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0639\u0645\u06cc\u0642-\u0631\u0648\u06cc-\u0631\u0633\u067e\u0628\u0631\u06cc-\u067e\u0627\u06cc-660x330.png 660w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u0628\u0646\u0686\u0645\u0627\u0631\u06a9-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0639\u0645\u06cc\u0642-\u0631\u0648\u06cc-\u0631\u0633\u067e\u0628\u0631\u06cc-\u067e\u0627\u06cc-1050x525.png 1050w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u0628\u0646\u0686\u0645\u0627\u0631\u06a9-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc-\u0639\u0645\u06cc\u0642-\u0631\u0648\u06cc-\u0631\u0633\u067e\u0628\u0631\u06cc-\u067e\u0627\u06cc.png 1200w\" sizes=\"(max-width: 580px) 100vw, 580px\" \/><\/a><figcaption>\u0628\u0646\u0686\u0645\u0627\u0631\u06a9 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062a\u0634\u062e\u06cc\u0635 \u0634\u06cc \u062c\u0647\u062a \u0627\u062c\u0631\u0627 \u0631\u0648\u06cc \u0631\u0633\u067e\u0628\u0631\u06cc \u067e\u0627\u06cc<\/figcaption><\/figure><\/div>\n\n\n<h2><span class=\"ez-toc-section\" id=\"%DA%AF%D8%B1%D8%AF%D8%B4_%DA%A9%D8%A7%D8%B1_%D8%A8%D8%A7_%D9%86%D8%A7%D9%86%D9%88%D8%B4%D8%A8%DA%A9%D9%87_%D9%87%D8%A7\"><\/span><strong>\u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0628\u0627 \u0646\u0627\u0646\u0648\u0634\u0628\u06a9\u0647 \u0647\u0627<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<div class=\"wp-block-image is-style-default\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/04\/\u0686\u0631\u062e\u0647-\u062a\u0634\u062e\u06cc\u0635-\u0634\u06cc-\u0646\u0627\u0646\u0648-\u0634\u0628\u06a9\u0647-\u0647\u0627.jpg\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" width=\"700\" height=\"935\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/04\/\u0686\u0631\u062e\u0647-\u062a\u0634\u062e\u06cc\u0635-\u0634\u06cc-\u0646\u0627\u0646\u0648-\u0634\u0628\u06a9\u0647-\u0647\u0627.jpg\" alt=\"\u0686\u0631\u062e\u0647 \u062a\u0634\u062e\u06cc\u0635 \u0634\u06cc \u0646\u0627\u0646\u0648 \u0634\u0628\u06a9\u0647 \u0647\u0627\" class=\"wp-image-6293\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/04\/\u0686\u0631\u062e\u0647-\u062a\u0634\u062e\u06cc\u0635-\u0634\u06cc-\u0646\u0627\u0646\u0648-\u0634\u0628\u06a9\u0647-\u0647\u0627.jpg 700w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/04\/\u0686\u0631\u062e\u0647-\u062a\u0634\u062e\u06cc\u0635-\u0634\u06cc-\u0646\u0627\u0646\u0648-\u0634\u0628\u06a9\u0647-\u0647\u0627-225x300.jpg 225w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/a><\/figure><\/div>\n\n\n<p style=\"text-align: justify;\"><strong>\u0647\u062f\u0641 \u0646\u0627\u0646\u0648\u0634\u0628\u06a9\u0647 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id=\"%DA%86%DA%AF%D9%88%D9%86%D9%87_%D9%86%D8%A7%D9%86%D9%88%D8%B4%D8%A8%DA%A9%D9%87_%D9%87%D8%A7_%D9%81%D8%B1%D8%A2%DB%8C%D9%86%D8%AF_%D8%B1%D8%A7_%D8%B3%D8%A7%D8%AF%D9%87_%D8%AA%D8%B1_%D9%85%DB%8C_%DA%A9%D9%86%D9%86%D8%AF\"><\/span><strong>\u0686\u06af\u0648\u0646\u0647 \u0646\u0627\u0646\u0648\u0634\u0628\u06a9\u0647 \u0647\u0627 \u0641\u0631\u0622\u06cc\u0646\u062f \u0631\u0627 \u0633\u0627\u062f\u0647 \u062a\u0631 \u0645\u06cc \u06a9\u0646\u0646\u062f:<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ol style=\"text-align: justify;\">\n<li>\n<h4><strong>\u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0646\u0645\u06cc \u0628\u0627\u0634\u062f<\/strong><\/h4>\n<\/li>\n<\/ol>\n<p style=\"text-align: justify;\">\u0646\u0627\u0646\u0648\u0634\u0628\u06a9\u0647 \u0647\u0627 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc \u062a\u0635\u0648\u06cc\u0631 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\u0628\u0647 \u0641\u0636\u0627\u06cc \u0627\u0628\u0631\u06cc \u0646\u0627\u0646\u0648\u0634\u0628\u06a9\u0647 \u0647\u0627 \u0628\u0631\u0648\u0646 \u0633\u067e\u0627\u0631\u06cc \u06a9\u0646\u06cc\u062f\u060c \u062a\u0627 \u062a\u0645\u0627\u0645 \u0645\u062d\u0627\u0633\u0628\u0627\u062a \u0628\u0631\u0627\u06cc \u0634\u0645\u0627 \u0627\u0646\u062c\u0627\u0645 \u0634\u0648\u062f.<\/p>\n<p style=\"text-align: justify;\">\u0627\u06cc\u0646\u062c\u0627 \u06cc\u06a9 \u0642\u0637\u0639\u0647 \u06a9\u062f \u0633\u0627\u062f\u0647\u060c \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631 \u062c\u062f\u06cc\u062f\u060c \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 API \u0646\u0627\u0646\u0648\u0634\u0628\u06a9\u0647 \u0628\u06cc\u0627\u0646 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n\n\n<script src=\"https:\/\/gist.github.com\/sjain07\/a30388035c0b39b53841c501f8262ee2.js\"><\/script>\n\n\n<h2><span class=\"ez-toc-section\" id=\"%D9%86%D8%A7%D9%86%D9%88%D8%B4%D8%A8%DA%A9%D9%87_%D8%AE%D9%88%D8%AF_%D8%B1%D8%A7_%D8%A8%D8%B3%D8%A7%D8%B2%DB%8C%D8%AF\"><\/span><strong>\u0646\u0627\u0646\u0648\u0634\u0628\u06a9\u0647 \u062e\u0648\u062f \u0631\u0627 \u0628\u0633\u0627\u0632\u06cc\u062f :<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<div class=\"wp-block-image is-style-default\"><figure class=\"aligncenter size-large\"><a href=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/06\/\u0646\u0627\u0646\u0648\u0634\u0628\u06a9\u0647-\u0647\u0627-\u0622\u067e\u0644\u0648\u062f-\u062f\u0627\u062f\u0647-\u0647\u0627\u06cc-\u0622\u0645\u0648\u0632\u0634\u06cc.png\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" width=\"1024\" height=\"727\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2020\/06\/\u0646\u0627\u0646\u0648\u0634\u0628\u06a9\u0647-\u0647\u0627-\u0622\u067e\u0644\u0648\u062f-\u062f\u0627\u062f\u0647-\u0647\u0627\u06cc-\u0622\u0645\u0648\u0632\u0634\u06cc-1024x727.png\" alt=\"\u0646\u0627\u0646\u0648\u0634\u0628\u06a9\u0647 \u0647\u0627 \u0622\u067e\u0644\u0648\u062f \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc\" class=\"wp-image-7265\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u0646\u0627\u0646\u0648\u0634\u0628\u06a9\u0647-\u0647\u0627-\u0622\u067e\u0644\u0648\u062f-\u062f\u0627\u062f\u0647-\u0647\u0627\u06cc-\u0622\u0645\u0648\u0632\u0634\u06cc-1024x727.png 1024w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u0646\u0627\u0646\u0648\u0634\u0628\u06a9\u0647-\u0647\u0627-\u0622\u067e\u0644\u0648\u062f-\u062f\u0627\u062f\u0647-\u0647\u0627\u06cc-\u0622\u0645\u0648\u0632\u0634\u06cc-300x213.png 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u0646\u0627\u0646\u0648\u0634\u0628\u06a9\u0647-\u0647\u0627-\u0622\u067e\u0644\u0648\u062f-\u062f\u0627\u062f\u0647-\u0647\u0627\u06cc-\u0622\u0645\u0648\u0632\u0634\u06cc-768x545.png 768w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2020\/06\/\u0646\u0627\u0646\u0648\u0634\u0628\u06a9\u0647-\u0647\u0627-\u0622\u067e\u0644\u0648\u062f-\u062f\u0627\u062f\u0647-\u0647\u0627\u06cc-\u0622\u0645\u0648\u0632\u0634\u06cc.png 1400w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure><\/div>\n\n\n<p>\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0645\u062f\u0644 \u062e\u0648\u062f \u0631\u0627 \u0628\u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u0628\u0633\u0627\u0632\u06cc\u062f:<\/p>\n<ol>\n<li><strong>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u06a9 <\/strong><strong>GUI<\/strong><strong> ( \u0647\u0645\u0686\u0646\u06cc\u0646 \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631 \u062a\u0635\u0627\u0648\u06cc\u0631 )<\/strong><\/li>\n<\/ol>\n<p style=\"text-align: center;\"><a href=\"https:\/\/nanonets.com\/objectdetection\/?utm_source=medium.com&amp;utm_medium=content&amp;utm_campaign=How%20to%20easily%20Detect%20Objects%20with%20Deep%20Learning%20on%20RaspberryPi&amp;utm_content=bottom\" target=\"_blank\" rel=\"noopener\">https:\/\/nanonets.com\/objectdetection\/<\/a><\/p>\n<ol start=\"2\">\n<li><strong>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <\/strong><strong>API<\/strong><strong> \u0646\u0627\u0646\u0648\u0634\u0628\u06a9\u0647 \u0647\u0627<\/strong><\/li>\n<\/ol>\n<p style=\"text-align: center;\"><a href=\"https:\/\/github.com\/NanoNets\/object-detection-sample-python\" target=\"_blank\" rel=\"noopener\">https:\/\/github.com\/NanoNets\/object-detectio<em>n<\/em>-sample-python<\/a><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%DA%AF%D8%A7%D9%85_%DB%B1_%DB%8C%DA%A9_%DA%A9%D9%84%D9%88%D9%86_%D8%A7%D8%B2_Repo_%D8%AF%D8%B1%D8%B3%D8%AA_%DA%A9%D9%86%DB%8C%D8%AF\"><\/span><strong>\u06af\u0627\u0645 \u06f1: \u06cc\u06a9 \u06a9\u0644\u0648\u0646 \u0627\u0632 Repo \u062f\u0631\u0633\u062a \u06a9\u0646\u06cc\u062f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\">git clone https:\/\/github.com\/NanoNets\/object-detection-sample-python.git\ncd object-detection-sample-python\nsudo pip install requests\n<\/pre>\n<h3><span class=\"ez-toc-section\" id=\"%DA%AF%D8%A7%D9%85_%DB%B2_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_%DA%A9%D9%84%DB%8C%D8%AF_API\"><\/span><strong>\u06af\u0627\u0645 \u06f2 : \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u0644\u06cc\u062f API<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u0627\u0632 \u0637\u0631\u06cc\u0642 \u0627\u06cc\u0646 \u0622\u062f\u0631\u0633 \u06a9\u0644\u06cc\u062f \u0631\u0627\u06cc\u06af\u0627\u0646 \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0646\u06cc\u062f : <a href=\"http:\/\/app.nanonets.com\/user\/api_key\" target=\"_blank\" rel=\"noopener\">http:\/\/app.nanonets.com\/user\/api_key<\/a><\/p>\n<h3><span class=\"ez-toc-section\" id=\"%DA%AF%D8%A7%D9%85_%DB%B3_%D8%AA%D9%86%D8%B8%DB%8C%D9%85_%DA%A9%D9%84%DB%8C%D8%AF_API_%D8%A8%D8%B9%D9%86%D9%88%D8%A7%D9%86_%DB%8C%DA%A9_%D9%85%D8%AA%D8%BA%DB%8C%D8%B1_%D9%85%D8%AD%DB%8C%D8%B7%DB%8C\"><\/span><strong>\u06af\u0627\u0645 \u06f3 : \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0644\u06cc\u062f API \u0628\u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0645\u062a\u063a\u06cc\u0631 \u0645\u062d\u06cc\u0637\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\">export NANONETS_API_KEY=YOUR_API_KEY_GOES_HERE<\/pre>\n<h3><span class=\"ez-toc-section\" id=\"%DA%AF%D8%A7%D9%85_%DB%B4_%D8%A7%DB%8C%D8%AC%D8%A7%D8%AF_%DB%8C%DA%A9_%D9%85%D8%AF%D9%84_%D8%AC%D8%AF%DB%8C%D8%AF\"><\/span><strong>\u06af\u0627\u0645 \u06f4 : \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0645\u062f\u0644 \u062c\u062f\u06cc\u062f<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\">python .\/code\/create-model.py\n<\/pre>\n<blockquote>\n<p>\u0646\u06a9\u062a\u0647: \u0628\u062f\u06cc\u0646 \u062a\u0631\u062a\u06cc\u0628 \u06cc\u06a9 MODEL_ID \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0627\u0633\u062a.<\/p>\n<\/blockquote>\n<h3><span class=\"ez-toc-section\" id=\"%DA%AF%D8%A7%D9%85_%DB%B5_%D8%A7%D8%B6%D8%A7%D9%81%D9%87_%DA%A9%D8%B1%D8%AF%D9%86_MODEL_ID_%D8%A8%D8%B9%D9%86%D9%88%D8%A7%D9%86_%D9%85%D8%AA%D8%BA%DB%8C%D8%B1_%D9%85%D8%AD%DB%8C%D8%B7%DB%8C\"><\/span><strong>\u06af\u0627\u0645 \u06f5 : \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0646 MODEL_ID \u0628\u0639\u0646\u0648\u0627\u0646 \u0645\u062a\u063a\u06cc\u0631 \u0645\u062d\u06cc\u0637\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\">export NANONETS_MODEL_ID=YOUR_MODEL_ID\n<\/pre>\n<h3><span class=\"ez-toc-section\" id=\"%DA%AF%D8%A7%D9%85_%DB%B6_%D8%A8%D8%A7%D8%B1%DA%AF%D8%B0%D8%A7%D8%B1%DB%8C_%D8%AF%D8%A7%D8%AF%D9%87_%D9%87%D8%A7%DB%8C_%D8%A2%D9%85%D9%88%D8%B2%D8%B4%DB%8C\"><\/span>\u06af\u0627\u0645 \u06f6 : \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u062a\u0635\u0627\u0648\u06cc\u0631 \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0627\u0634\u06cc\u0627\u06cc\u06cc \u0631\u0627 \u06a9\u0647 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u062a\u0634\u062e\u06cc\u0635 \u062f\u0647\u06cc\u062f\u060c \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u06a9\u0646\u06cc\u062f. \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0631\u0627\u06cc \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc \u0622\u0646 \u0647\u0627 \u06cc\u0627 \u0627\u0632 <a href=\"https:\/\/app.nanonets.com\/ObjectAnnotation\/?appId=YOUR_MODEL_ID\" target=\"_blank\" rel=\"noopener noreferrer\">\u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0648\u0628 Nanonets<\/a>\u00a0\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f \u0648 \u06cc\u0627 \u0627\u0628\u0632\u0627\u0631\u06cc \u0645\u0627\u0646\u0646\u062f labelImg \u0631\u0627 \u0628\u06a9\u0627\u0631\u06af\u06cc\u0631\u06cc\u062f. \u067e\u0633 \u0627\u0632 \u0622\u0645\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0641\u0644\u062f\u0631\u0647\u0627\u06cc images (\u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc \u062a\u0635\u0648\u06cc\u0631) \u0648 annotations (\u062d\u0627\u0634\u06cc\u0647 \u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc \u062a\u0635\u0648\u06cc\u0631)\u060c \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0631\u0627 \u0622\u063a\u0627\u0632 \u06a9\u0646\u06cc\u062f.<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\">python .\/code\/upload-training.py\n<\/pre>\n<h3><span class=\"ez-toc-section\" id=\"%DA%AF%D8%A7%D9%85_%DB%B7_%D8%A2%D9%85%D9%88%D8%B2%D8%B4_%D9%85%D8%AF%D9%84\"><\/span><strong>\u06af\u0627\u0645 \u06f7 : \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u067e\u0633 \u0627\u0632 \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u060c \u0645\u062f\u0644 \u0631\u0627 \u0622\u0645\u0648\u0632\u0634 \u062f\u0647\u06cc\u062f.<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\">python .\/code\/train-model.py\n<\/pre>\n<h3><span class=\"ez-toc-section\" id=\"%DA%AF%D8%A7%D9%85_%DB%B8_%D8%A8%D8%AF%D8%B3%D8%AA_%D8%A2%D9%88%D8%B1%D8%AF%D9%86_%D8%AD%D8%A7%D9%84%D8%AA_%D9%85%D8%AF%D9%84\"><\/span><strong>\u06af\u0627\u0645 \u06f8 : \u0628\u062f\u0633\u062a \u0622\u0648\u0631\u062f\u0646 \u062d\u0627\u0644\u062a \u0645\u062f\u0644<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u062d\u062f\u0648\u062f \u062f\u0648 \u0633\u0627\u0639\u062a \u0632\u0645\u0627\u0646 \u0645\u06cc \u0628\u0631\u062f \u062a\u0627 \u0645\u062f\u0644 \u0622\u0645\u0648\u0632\u0634 \u0628\u0628\u06cc\u0646\u062f. \u067e\u0633 \u0627\u0632 \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644\u060c \u0627\u06cc\u0645\u06cc\u0644\u06cc \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc \u06a9\u0646\u06cc\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u06cc\u0627\u0646\u060c \u062d\u0627\u0644\u062a \u0645\u062f\u0644 \u0631\u0627 \u0646\u06cc\u0632 \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u062f.<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\">watch -n 100 python .\/code\/model-state.py\n<\/pre>\n<h3><span class=\"ez-toc-section\" id=\"%DA%AF%D8%A7%D9%85_%DB%B9_%D8%A7%D9%86%D8%AC%D8%A7%D9%85_%D9%BE%DB%8C%D8%B4_%D8%A8%DB%8C%D9%86%DB%8C\"><\/span><strong>\u06af\u0627\u0645 \u06f9 : \u0627\u0646\u062c\u0627\u0645 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0645\u062f\u0644 \u0622\u0645\u0648\u0632\u0634 \u062f\u06cc\u062f\u0647\u060c \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u062c\u062f\u06cc\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"python\">python .\/code\/prediction.py PATH_TO_YOUR_IMAGE.jpg\n<\/pre>\n<h2><span class=\"ez-toc-section\" id=\"%DA%A9%D8%AF_Github_Reos\"><\/span><strong>\u06a9\u062f ( <\/strong><strong>Github Reos <\/strong><strong>) <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h4><strong>\u0622\u0645\u0648\u0632\u0634 \u06cc\u06a9 \u0645\u062f\u0644:<\/strong><\/h4>\n<ol>\n<li><a href=\"https:\/\/github.com\/NanoNets\/RaspberryPi-ObjectDetection-TensorFlow\" target=\"_blank\" rel=\"noopener\">Tensorflow Code for model Training and Quantization<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/NanoNets\/IndianRoadsObjectDetectionDataset\" target=\"_blank\" rel=\"noopener\">NanoNets Code for model Training<\/a><\/li>\n<\/ol>\n<h4><strong>\u067e\u06cc\u0634 \u0628\u06cc\u0646\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u062c\u062f\u06cc\u062f \u0628\u0631\u0627\u06cc \u00a0\u0631\u0633\u067e\u0628\u0631\u06cc \u067e\u0627\u06cc ( \u062a\u0634\u062e\u06cc\u0635 \u0627\u0634\u06cc\u0627\u06cc \u062c\u062f\u06cc\u062f ) :<\/strong><\/h4>\n<ol>\n<li><a href=\"https:\/\/github.com\/NanoNets\/TF-OD-Pi-Test\" target=\"_blank\" rel=\"noopener\">Tensorflow Code for making Predictions on the Raspberry Pi<\/a><\/li>\n<li><a href=\"https:\/\/gist.github.com\/sjain07\/a30388035c0b39b53841c501f8262ee2\" target=\"_blank\" rel=\"noopener\">NanoNets Code for making Predictions on the Raspberry Pi<\/a><\/li>\n<\/ol>\n<h4><strong>\u067e\u0627\u06cc\u06af\u0627\u0647 \u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u0628\u0627 \u062d\u0627\u0634\u06cc\u0647 \u0646\u0648\u06cc\u0633\u06cc<\/strong><\/h4>\n<ol>\n<li><a href=\"https:\/\/github.com\/NanoNets\/IndianRoadsObjectDetectionDataset\" target=\"_blank\" rel=\"noopener\">Cars on Indian Roads sees, dataset for extracting vehicles from Images of Indian Roads<\/a><\/li>\n<li><a href=\"http:\/\/cocodataset.org\/#download\" target=\"_blank\" rel=\"noopener\">Coco Dataset<\/a><\/li>\n<\/ol>\n<h4><strong>\u0628\u06cc\u0634\u062a\u0631 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f :\u00a0<\/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<a href=\"#\" class=\"shortc-button small blue \">\u0645\u0646\u0628\u0639<\/a> <a href=\"#\" target=\"_blank\" class=\"shortc-button small gray \">https:\/\/medium.com\/nanonets\/how-to-easily-detect-objects-with-deep-learning-on-raspberrypi-225f29635c74<\/a>\n\n\n<p><\/p>\n\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-right kksr-valign-bottom\"\n    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\u067e\u0627\u06cc&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            <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>\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>\u067e\u0631\u0648\u0698\u0647 \u0647\u0627\u06cc \u062f\u0646\u06cc\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0645\u0639\u0645\u0648\u0644\u0627 \u0628\u0627 \u0686\u0627\u0644\u0634 \u0647\u0627\u06cc\u06cc \u0627\u0632 \u0642\u0628\u06cc\u0644 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u0633\u062e\u062a \u0627\u0641\u0632\u0627\u0631 \u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9 \u0645\u0627\u0646\u0646\u062f \u062a\u0644\u0641\u0646 \u0647\u0645\u0631\u0627\u0647 \u0648 \u00a0\u0631\u0633\u067e\u0628\u0631\u06cc \u067e\u0627\u06cc \u0647\u0627 \u0631\u0648\u0628\u0647 \u0631\u0648 \u0645\u06cc \u0628\u0627\u0634\u062f \u06a9\u0647 \u0646\u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0645\u062f\u0644 \u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0646\u062d\u0648\u0647 \u0627\u0646\u062c\u0627\u0645 \u062a\u0634\u062e\u06cc\u0635 \u0634\u06cc \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u00a0\u0631\u0633\u067e\u0628\u0631\u06cc \u067e\u0627\u06cc \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0645\u06cc &hellip;<\/p>\n","protected":false},"author":7,"featured_media":7253,"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":[19,18],"tags":[],"class_list":["post-7252","post","type-post","status-publish","format-standard","has-post-thumbnail","","category-deep-learning","category-edu"],"_links":{"self":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/7252","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=7252"}],"version-history":[{"count":0,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/7252\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media\/7253"}],"wp:attachment":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media?parent=7252"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/categories?post=7252"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/tags?post=7252"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}