{"id":12938,"date":"2021-09-28T09:44:49","date_gmt":"2021-09-28T06:14:49","guid":{"rendered":"https:\/\/shahaab-co.com\/mag\/?p=12938"},"modified":"2021-09-28T09:44:51","modified_gmt":"2021-09-28T06:14:51","slug":"image-processing-with-keras-and-tensorflow","status":"publish","type":"post","link":"https:\/\/shahaab-co.com\/mag\/courses\/image-processing-with-keras-and-tensorflow\/","title":{"rendered":"\u062f\u0648\u0631\u0647 \u062c\u0627\u0645\u0639 \u0622\u0645\u0648\u0632\u0634 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627 TensorFlow \u0648 Keras"},"content":{"rendered":"<p>\u062f\u0648\u0631\u0647 \u0622\u0645\u0648\u0632\u0634\u06cc \u062c\u0627\u0645\u0639 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627 TensorFlow \u0648 Keras \u062a\u0648\u0633\u0637 \u0627\u0633\u0627\u062a\u06cc\u062f \u0633\u0627\u06cc\u062a <a href=\"https:\/\/learnopencv.com\/learn-keras-and-tensorflow\/\" target=\"_blank\" rel=\"noopener\">Learn OpenCV<\/a> \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0648 \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc \u0645\u0633\u0627\u0626\u0644 \u0645\u062e\u062a\u0644\u0641 \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u0627\u062c\u0631\u0627 \u067e\u0631\u0648\u0698\u0647 \u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0648 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0645\u06cc \u067e\u0631\u062f\u0627\u0632\u062f. \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u062a\u0648\u0633\u0637 \u0645\u062c\u0644\u0647 \u0634\u0647\u0627\u0628 \u0628\u0627 \u0632\u0628\u0627\u0646 \u0641\u0627\u0631\u0633\u06cc \u0628\u0631\u0627\u06cc \u0634\u0645\u0627 \u0645\u062e\u0627\u0637\u0628\u0627\u0646 \u0639\u0632\u06cc\u0632 \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a.<\/p>\n<p>\u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0627\u0628\u062a\u062f\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u0642\u062f\u0645\u0627\u062a\u06cc \u0628\u0647 \u0645\u0639\u0631\u0641\u06cc \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0645\u06cc \u067e\u0631\u062f\u0627\u0632\u062f\u060c \u0633\u067e\u0633 \u0634\u0645\u0627 \u0631\u0627 \u0628\u0627 \u0686\u0627\u0631\u0686\u0648\u0628 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 Keras \u0622\u0634\u0646\u0627 \u0645\u06cc \u06a9\u0646\u062f. \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a \u0628\u0627 \u0645\u0639\u0631\u0641\u06cc \u0627\u0646\u0648\u0627\u0639 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062f\u0631 \u062d\u0648\u0632\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631\u060c \u0631\u0648\u0634 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u067e\u0631\u0648\u0698\u0647 \u0647\u0627 \u0628\u0647 \u0634\u0645\u0627 \u0645\u0639\u0631\u0641\u06cc \u0645\u06cc \u06a9\u0646\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646 \u0634\u0645\u0627 \u0631\u0648\u0634 \u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647 \u0633\u0627\u0632\u06cc \u0634\u0628\u06a9\u0647 \u0647\u0627 \u0648 \u0628\u0647\u0628\u0648\u062f \u0646\u062a\u0627\u06cc\u062c \u0622\u0646 \u0647\u0627 \u062e\u0648\u0627\u0647\u06cc\u062f \u0622\u0645\u0648\u062e\u062a.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_76 counter-hierarchy ez-toc-counter-rtl ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0622\u0646\u0686\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062e\u0648\u0627\u0646\u062f :<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #0044bf;color:#0044bf\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #0044bf;color:#0044bf\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 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class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/shahaab-co.com\/mag\/courses\/image-processing-with-keras-and-tensorflow\/#%D8%AC%D9%84%D8%B3%D9%87_%DA%86%D9%87%D8%A7%D8%B1%D9%85_%DA%A9%D9%84%D8%A7%D8%B3%D9%87_%D8%A8%D9%86%D8%AF%DB%8C_%D8%AA%D8%B5%D8%A7%D9%88%DB%8C%D8%B1_%D8%AF%D8%B1_Keras\" >\u062c\u0644\u0633\u0647 \u0686\u0647\u0627\u0631\u0645 : \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u062f\u0631 Keras<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/shahaab-co.com\/mag\/courses\/image-processing-with-keras-and-tensorflow\/#%D8%AC%D9%84%D8%B3%D9%87_%D9%BE%D9%86%D8%AC%D9%85_%DA%A9%D9%84%D8%A7%D8%B3%D9%87_%D8%A8%D9%86%D8%AF%DB%8C_%D8%AA%D8%B5%D8%A7%D9%88%DB%8C%D8%B1_%D8%A8%D8%A7_%D8%B4%D8%A8%DA%A9%D9%87_%D8%B9%D8%B5%D8%A8%DB%8C_%DA%A9%D8%A7%D9%86%D9%88%D9%84%D9%88%D8%B4%D9%86%DB%8C\" 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ez-toc-heading-10\" href=\"https:\/\/shahaab-co.com\/mag\/courses\/image-processing-with-keras-and-tensorflow\/#%D8%AC%D9%84%D8%B3%D9%87_%D9%86%D9%87%D9%85_%D8%AA%D9%86%D8%B8%DB%8C%D9%85_%D8%AF%D9%82%DB%8C%D9%82\" >\u062c\u0644\u0633\u0647 \u0646\u0647\u0645 : \u062a\u0646\u0638\u06cc\u0645 \u062f\u0642\u06cc\u0642<\/a><\/li><\/ul><\/nav><\/div>\n<h3><span class=\"ez-toc-section\" id=\"%D8%AC%D9%84%D8%B3%D8%A7%D8%AA_%D8%AF%D9%88%D8%B1%D9%87\"><\/span><strong>\u062c\u0644\u0633\u0627\u062a \u062f\u0648\u0631\u0647<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"clear\"><\/div><div style=\"margin-top:20px; margin-bottom:20px;\" class=\"divider divider-normal\"><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D8%AC%D9%84%D8%B3%D9%87_%D8%A7%D9%88%D9%84_%D8%A2%D8%B4%D9%86%D8%A7%DB%8C%DB%8C_%D8%A8%D8%A7_%D8%B4%D8%A8%DA%A9%D9%87_%D9%87%D8%A7%DB%8C_%D8%B9%D8%B5%D8%A8%DB%8C\"><\/span><strong><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/neural-networks-a-30000-feet-view-for-beginners\/\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"alignleft wp-image-10775\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/03\/\u062a\u0646\u0638\u06cc\u0645-\u0648\u0632\u0646-\u0647\u0627\u06cc-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-300x169.jpg\" alt=\"\u062a\u0646\u0638\u06cc\u0645 \u0648\u0632\u0646 \u0647\u0627\u06cc \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc\" width=\"500\" height=\"281\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/03\/\u062a\u0646\u0638\u06cc\u0645-\u0648\u0632\u0646-\u0647\u0627\u06cc-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-300x169.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/03\/\u062a\u0646\u0638\u06cc\u0645-\u0648\u0632\u0646-\u0647\u0627\u06cc-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-768x432.jpg 768w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/03\/\u062a\u0646\u0638\u06cc\u0645-\u0648\u0632\u0646-\u0647\u0627\u06cc-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc.jpg 960w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/a>\u062c\u0644\u0633\u0647 \u0627\u0648\u0644 : \u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0642\u0633\u0645\u062a \u0627\u0648\u0644\u060c \u0628\u0627 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0622\u0634\u0646\u0627 \u0645\u06cc \u0634\u0648\u06cc\u0645 \u0648 \u0646\u062d\u0648\u0647 \u06a9\u0627\u0631 \u0648 \u062a\u0635\u0645\u06cc\u0645 \u06af\u06cc\u0631\u06cc \u0622\u0646 \u0647\u0627 \u0631\u0627 \u0641\u0631\u0627 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06af\u0631\u0641\u062a. \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc \u0622\u0645\u0648\u0632\u06cc\u0645 \u06a9\u0647 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u0686\u06af\u0648\u0646\u0647 \u0622\u0645\u0648\u0632\u0634 \u0645\u06cc \u0628\u06cc\u0646\u0646\u062f \u0648 \u0628\u0627 \u0645\u0641\u0627\u0647\u06cc\u0645\u06cc \u0645\u0627\u0646\u0646\u062f \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0646\u0632\u0648\u0644\u06cc \u0648 \u067e\u0633 \u0627\u0646\u062a\u0634\u0627\u0631 \u0622\u0634\u0646\u0627 \u062e\u0648\u0627\u0647\u06cc\u0645 \u0634\u062f.<\/p>\n<a href=\"https:\/\/shahaab-co.com\/mag\/edu\/neural-networks-a-30000-feet-view-for-beginners\/\" target=\"_blank\" class=\"shortc-button medium green \"><i class=\"fa fa-plus\"><\/i>\u0627\u062f\u0627\u0645\u0647 \u0645\u0637\u0644\u0628<\/a>\n<div class=\"clear\"><\/div><div style=\"margin-top:20px; margin-bottom:20px;\" class=\"divider divider-normal\"><\/div>\n<p><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/deep-learning-basics-using-keras\/\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"alignleft wp-image-12040\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/06\/\u0686\u0631\u062e\u0647-\u06a9\u0627\u0631\u06cc-Keras-300x169.jpg\" alt=\"\u0686\u0631\u062e\u0647 \u06a9\u0627\u0631\u06cc Keras\" width=\"500\" height=\"281\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/06\/\u0686\u0631\u062e\u0647-\u06a9\u0627\u0631\u06cc-Keras-300x169.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/06\/\u0686\u0631\u062e\u0647-\u06a9\u0627\u0631\u06cc-Keras-768x432.jpg 768w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/06\/\u0686\u0631\u062e\u0647-\u06a9\u0627\u0631\u06cc-Keras.jpg 960w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%AC%D9%84%D8%B3%D9%87_%D8%AF%D9%88%D9%85_%DB%8C%D8%A7%D8%AF%DA%AF%DB%8C%D8%B1%DB%8C_%D8%B9%D9%85%DB%8C%D9%82_%D8%A8%D8%A7_Keras\"><\/span><strong>\u062c\u0644\u0633\u0647 \u062f\u0648\u0645 : \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0628\u0627 Keras<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0642\u0633\u0645\u062a\u060c \u0628\u0627 \u0686\u0627\u0631\u0686\u0648\u0628 Keras \u0622\u0634\u0646\u0627 \u0645\u06cc \u0634\u0648\u06cc\u0645 \u0648 \u0646\u062d\u0648\u0647 \u0646\u0635\u0628 \u0648 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0622\u0646 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u0645\u06cc \u0622\u0645\u0648\u0632\u06cc\u0645. \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a \u0645\u062b\u0627\u0644\u06cc \u0627\u0632 \u0633\u0627\u062e\u062a \u0645\u062f\u0644 \u0648 \u0627\u0633\u062a\u0646\u0628\u0627\u0637 \u0622\u0646 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f.<\/p>\n<a href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/deep-learning-basics-using-keras\/\" target=\"_blank\" class=\"shortc-button medium green \"><i class=\"fa fa-plus\"><\/i>\u0627\u062f\u0627\u0645\u0647 \u0645\u0637\u0644\u0628<\/a>\n<div class=\"clear\"><\/div><div style=\"margin-top:20px; margin-bottom:20px;\" class=\"divider divider-normal\"><\/div>\n<p><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/understanding-feedforward-neural-networks\/\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"alignleft wp-image-12130\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/07\/\u0646\u0645\u0648\u0646\u0647-\u0627\u06cc-\u0627\u0632-TensorFlow-Playground-300x161.png\" alt=\"\u0646\u0645\u0648\u0646\u0647 \u0627\u06cc \u0627\u0632 TensorFlow Playground\" width=\"500\" height=\"268\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/07\/\u0646\u0645\u0648\u0646\u0647-\u0627\u06cc-\u0627\u0632-TensorFlow-Playground-300x161.png 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/07\/\u0646\u0645\u0648\u0646\u0647-\u0627\u06cc-\u0627\u0632-TensorFlow-Playground-768x412.png 768w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/07\/\u0646\u0645\u0648\u0646\u0647-\u0627\u06cc-\u0627\u0632-TensorFlow-Playground-310x165.png 310w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/07\/\u0646\u0645\u0648\u0646\u0647-\u0627\u06cc-\u0627\u0632-TensorFlow-Playground.png 1024w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%AC%D9%84%D8%B3%D9%87_%D8%B3%D9%88%D9%85_%D8%B4%D8%A8%DA%A9%D9%87_%D9%87%D8%A7%DB%8C_%D8%B9%D8%B5%D8%A8%DB%8C_%D9%BE%DB%8C%D8%B4%D8%AE%D9%88%D8%B1\"><\/span><strong>\u062c\u0644\u0633\u0647 \u0633\u0648\u0645 : \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u067e\u06cc\u0634\u062e\u0648\u0631<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u0628\u0627 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u067e\u06cc\u0634\u062e\u0648\u0631 \u06cc\u0627 Feedforward \u0622\u0634\u0646\u0627 \u0645\u06cc \u0634\u0648\u06cc\u0645 \u0648 \u067e\u0633 \u0627\u0632 \u0628\u0631\u0631\u0633\u06cc \u0646\u0631\u0648\u0646 \u0647\u0627 \u060c \u0644\u0627\u06cc\u0647 \u0647\u0627 \u0648 \u062a\u0648\u0627\u0628\u0639 \u0641\u0639\u0627\u0644 \u0633\u0627\u0632\u06cc \u0645\u062e\u062a\u0644\u0641 \u0622\u0646 \u0647\u0627\u060c \u0646\u062d\u0648\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0647\u0627 \u0631\u0627 \u0641\u0631\u0627 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06af\u0631\u0641\u062a.<\/p>\n<a href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/understanding-feedforward-neural-networks\/\" target=\"_blank\" class=\"shortc-button medium green \"><i class=\"fa fa-plus\"><\/i>\u0627\u062f\u0627\u0645\u0647 \u0645\u0637\u0644\u0628<\/a>\n<div class=\"clear\"><\/div><div style=\"margin-top:20px; margin-bottom:20px;\" class=\"divider divider-normal\"><\/div>\n<p><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/image-classification-using-feedforward-neural-network-in-keras\/\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"alignleft wp-image-12249\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/07\/\u0646\u0645\u0648\u0646\u0647-\u062f\u0627\u062f\u0647-\u0647\u0627\u06cc-MNIST-300x206.png\" alt=\"\u0646\u0645\u0648\u0646\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc MNIST\" width=\"500\" height=\"343\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/07\/\u0646\u0645\u0648\u0646\u0647-\u062f\u0627\u062f\u0647-\u0647\u0627\u06cc-MNIST-300x206.png 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/07\/\u0646\u0645\u0648\u0646\u0647-\u062f\u0627\u062f\u0647-\u0647\u0627\u06cc-MNIST-110x75.png 110w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/07\/\u0646\u0645\u0648\u0646\u0647-\u062f\u0627\u062f\u0647-\u0647\u0627\u06cc-MNIST.png 607w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%AC%D9%84%D8%B3%D9%87_%DA%86%D9%87%D8%A7%D8%B1%D9%85_%DA%A9%D9%84%D8%A7%D8%B3%D9%87_%D8%A8%D9%86%D8%AF%DB%8C_%D8%AA%D8%B5%D8%A7%D9%88%DB%8C%D8%B1_%D8%AF%D8%B1_Keras\"><\/span><strong>\u062c\u0644\u0633\u0647 \u0686\u0647\u0627\u0631\u0645 : \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u062f\u0631 Keras<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0642\u0633\u0645\u062a \u0646\u062d\u0648\u0647 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u067e\u06cc\u0634\u062e\u0648\u0631 \u062f\u0631 Keras \u0631\u0627 \u062e\u0648\u0627\u0647\u06cc\u0645 \u0622\u0645\u0648\u062e\u062a \u0648 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0622\u0646\u060c \u062a\u0635\u0627\u0648\u06cc\u0631 \u0627\u0639\u062f\u0627\u062f \u062f\u0633\u062a\u0646\u0648\u06cc\u0633 \u0631\u0627 \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646 \u0631\u0648\u0634 \u0647\u0627\u06cc\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u0645\u062f\u0644 \u0648 \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u0627\u0632 \u0628\u06cc\u0634 \u0628\u0631\u0627\u0632\u0634 \u0622\u0646 \u0628\u0631\u0631\u0633\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f.<\/p>\n<a href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/image-classification-using-feedforward-neural-network-in-keras\/\" target=\"_blank\" class=\"shortc-button medium green \"><i class=\"fa fa-plus\"><\/i>\u0627\u062f\u0627\u0645\u0647 \u0645\u0637\u0644\u0628<\/a>\n<div class=\"clear\"><\/div><div style=\"margin-top:20px; margin-bottom:20px;\" class=\"divider divider-normal\"><\/div>\n<p><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/image-classification-using-convolutional-neural-networks-in-keras\/\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"alignleft wp-image-12296\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/08\/\u062f\u06cc\u0627\u06af\u0631\u0627\u0645-\u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646-\u0631\u0648\u06cc-\u062a\u0635\u0648\u06cc\u0631-300x172.jpg\" alt=\"\u062f\u06cc\u0627\u06af\u0631\u0627\u0645 \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646 \u0631\u0648\u06cc \u062a\u0635\u0648\u06cc\u0631\" width=\"500\" height=\"287\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/08\/\u062f\u06cc\u0627\u06af\u0631\u0627\u0645-\u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646-\u0631\u0648\u06cc-\u062a\u0635\u0648\u06cc\u0631-300x172.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/08\/\u062f\u06cc\u0627\u06af\u0631\u0627\u0645-\u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646-\u0631\u0648\u06cc-\u062a\u0635\u0648\u06cc\u0631-768x441.jpg 768w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/08\/\u062f\u06cc\u0627\u06af\u0631\u0627\u0645-\u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646-\u0631\u0648\u06cc-\u062a\u0635\u0648\u06cc\u0631.jpg 850w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%AC%D9%84%D8%B3%D9%87_%D9%BE%D9%86%D8%AC%D9%85_%DA%A9%D9%84%D8%A7%D8%B3%D9%87_%D8%A8%D9%86%D8%AF%DB%8C_%D8%AA%D8%B5%D8%A7%D9%88%DB%8C%D8%B1_%D8%A8%D8%A7_%D8%B4%D8%A8%DA%A9%D9%87_%D8%B9%D8%B5%D8%A8%DB%8C_%DA%A9%D8%A7%D9%86%D9%88%D9%84%D9%88%D8%B4%D9%86%DB%8C\"><\/span><strong>\u062c\u0644\u0633\u0647 \u067e\u0646\u062c\u0645 : \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u0628\u0627 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u067e\u0646\u062c\u0645\u06cc\u0646 \u0642\u0633\u0645\u062a \u0627\u0632 \u0622\u0645\u0648\u0632\u0634\u060c \u0628\u0627 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc \u06cc\u0627 CNN \u0647\u0627 \u0622\u0634\u0646\u0627 \u0645\u06cc \u0634\u0648\u06cc\u0645 \u0648 \u0646\u062d\u0648\u0647 \u06a9\u0627\u0631 \u0622\u0646 \u0647\u0627 \u0631\u0627 \u0641\u0631\u0627 \u0645\u06cc \u06af\u06cc\u0631\u06cc\u0645. \u0633\u067e\u0633 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06cc\u06a9 \u0634\u0628\u06a9\u0647 CNN \u0631\u0627 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0648 \u0627\u0632 \u0622\u0646 \u0628\u0631\u0627\u06cc \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u06cc CIFAR10 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<a href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/image-classification-using-convolutional-neural-networks-in-keras\/\" target=\"_blank\" class=\"shortc-button medium green \"><i class=\"fa fa-plus\"><\/i>\u0627\u062f\u0627\u0645\u0647 \u0645\u0637\u0644\u0628<\/a>\n<div class=\"clear\"><\/div><div style=\"margin-top:20px; margin-bottom:20px;\" class=\"divider divider-normal\"><\/div>\n<p><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/understanding-autoencoders-using-tensorflow-python\/\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"alignleft wp-image-12457\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/08\/\u062a\u0635\u0627\u0648\u06cc\u0631-MNIST-\u062f\u0631-\u0645\u0631\u0627\u062d\u0644-\u0645\u062e\u062a\u0644\u0641-300x130.jpg\" alt=\"\u062a\u0635\u0627\u0648\u06cc\u0631 MNIST \u062f\u0631 \u0645\u0631\u0627\u062d\u0644 \u0645\u062e\u062a\u0644\u0641\" width=\"500\" height=\"217\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/08\/\u062a\u0635\u0627\u0648\u06cc\u0631-MNIST-\u062f\u0631-\u0645\u0631\u0627\u062d\u0644-\u0645\u062e\u062a\u0644\u0641-300x130.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/08\/\u062a\u0635\u0627\u0648\u06cc\u0631-MNIST-\u062f\u0631-\u0645\u0631\u0627\u062d\u0644-\u0645\u062e\u062a\u0644\u0641-768x333.jpg 768w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/08\/\u062a\u0635\u0627\u0648\u06cc\u0631-MNIST-\u062f\u0631-\u0645\u0631\u0627\u062d\u0644-\u0645\u062e\u062a\u0644\u0641.jpg 814w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%AC%D9%84%D8%B3%D9%87_%D8%B4%D8%B4%D9%85_%D8%A7%D8%B3%D8%AA%D9%81%D8%A7%D8%AF%D9%87_%D8%A7%D8%B2_Autoencoder_%D9%87%D8%A7_%D8%A8%D8%B1%D8%A7%DB%8C_%D8%AD%D8%B0%D9%81_%D9%86%D9%88%DB%8C%D8%B2\"><\/span><strong>\u062c\u0644\u0633\u0647 \u0634\u0634\u0645 : \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Autoencoder \u0647\u0627 \u0628\u0631\u0627\u06cc \u062d\u0630\u0641 \u0646\u0648\u06cc\u0632<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u0628\u0627 \u062e\u0648\u062f\u0631\u0645\u0632\u0646\u06af\u0627\u0631 \u0647\u0627 \u06cc\u0627 Autoencoder \u0647\u0627 \u0622\u0634\u0646\u0627 \u0645\u06cc \u0634\u0648\u06cc\u0645 \u0648 \u0627\u0632 \u0622\u0646 \u0647\u0627 \u0628\u0631\u0627\u06cc \u062d\u0630\u0641 \u0646\u0648\u06cc\u0632 \u0627\u0632 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646 \u0631\u0648\u0634 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u0646\u062a\u0627\u06cc\u062c \u0622\u0646 \u0647\u0627 \u0628\u0631\u0631\u0633\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f.<\/p>\n<a href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/understanding-autoencoders-using-tensorflow-python\/\" target=\"_blank\" class=\"shortc-button medium green \"><i class=\"fa fa-plus\"><\/i>\u0627\u062f\u0627\u0645\u0647 \u0645\u0637\u0644\u0628<\/a>\n<div class=\"clear\"><\/div><div style=\"margin-top:20px; margin-bottom:20px;\" class=\"divider divider-normal\"><\/div>\n<figure id=\"attachment_12655\" aria-describedby=\"caption-attachment-12655\" style=\"width: 300px\" class=\"wp-caption alignleft\"><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/keras-tutorial-using-pre-trained-imagenet-models\/\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"wp-image-12655 size-medium\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/08\/\u0646\u062a\u06cc\u062c\u0647-\u062a\u0634\u062e\u06cc\u0635-\u062a\u0635\u0648\u06cc\u0631-\u0647\u0646\u062f\u0648\u0627\u0646\u0647-300x300.png\" alt=\"\u0646\u062a\u06cc\u062c\u0647 \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0647\u0646\u062f\u0648\u0627\u0646\u0647\u0646\u062a\u06cc\u062c\u0647 \u062a\u0634\u062e\u06cc\u0635 \u062a\u0635\u0648\u06cc\u0631 \u0647\u0646\u062f\u0648\u0627\u0646\u0647\" width=\"300\" height=\"300\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/08\/\u0646\u062a\u06cc\u062c\u0647-\u062a\u0634\u062e\u06cc\u0635-\u062a\u0635\u0648\u06cc\u0631-\u0647\u0646\u062f\u0648\u0627\u0646\u0647-300x300.png 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/08\/\u0646\u062a\u06cc\u062c\u0647-\u062a\u0634\u062e\u06cc\u0635-\u062a\u0635\u0648\u06cc\u0631-\u0647\u0646\u062f\u0648\u0627\u0646\u0647-150x150.png 150w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/08\/\u0646\u062a\u06cc\u062c\u0647-\u062a\u0634\u062e\u06cc\u0635-\u062a\u0635\u0648\u06cc\u0631-\u0647\u0646\u062f\u0648\u0627\u0646\u0647.png 557w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/a><figcaption id=\"caption-attachment-12655\" class=\"wp-caption-text\">\u00a0<\/figcaption><\/figure>\n<h2><span class=\"ez-toc-section\" id=\"%D8%AC%D9%84%D8%B3%D9%87_%D9%87%D9%81%D8%AA%D9%85_%D9%85%D8%AF%D9%84_%D9%87%D8%A7%DB%8C_%D8%A7%D8%B2_%D9%BE%DB%8C%D8%B4_%D8%A2%D9%85%D9%88%D8%B2%D8%B4_%D8%AF%DB%8C%D8%AF%D9%87\"><\/span><strong>\u062c\u0644\u0633\u0647 \u0647\u0641\u062a\u0645 : \u0645\u062f\u0644 \u0647\u0627\u06cc \u0627\u0632 \u067e\u06cc\u0634 \u0622\u0645\u0648\u0632\u0634 \u062f\u06cc\u062f\u0647<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0642\u0633\u0645\u062a\u060c \u0627\u0632 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0627\u0632 \u067e\u06cc\u0634 \u0622\u0645\u0648\u0632\u0634 \u062f\u06cc\u062f\u0647 \u06cc\u0627 Pre-Trained \u0628\u0631\u0627\u06cc \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 ImageNet \u0648 ILSVRC \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f. \u0645\u0627 \u0645\u062f\u0644 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0631\u0627 \u062f\u0631 Keras \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u06a9\u0631\u062f\u0647 \u0648 \u0646\u062a\u0627\u06cc\u062c \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u0622\u0646 \u0647\u0627 \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<a href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/keras-tutorial-using-pre-trained-imagenet-models\/\" target=\"_blank\" class=\"shortc-button medium green \"><i class=\"fa fa-plus\"><\/i>\u0627\u062f\u0627\u0645\u0647 \u0645\u0637\u0644\u0628<\/a>\n<div class=\"clear\"><\/div><div style=\"margin-top:20px; margin-bottom:20px;\" class=\"divider divider-normal\"><\/div>\n<p><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/keras-tutorial-transfer-learning-using-pre-trained-models\/\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"alignleft wp-image-12294\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/08\/\u0634\u0645\u0627\u062a\u06cc\u06a9-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc-300x191.jpg\" alt=\"\u0634\u0645\u0627\u062a\u06cc\u06a9 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc\" width=\"500\" height=\"319\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/08\/\u0634\u0645\u0627\u062a\u06cc\u06a9-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc-300x191.jpg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/08\/\u0634\u0645\u0627\u062a\u06cc\u06a9-\u0634\u0628\u06a9\u0647-\u0639\u0635\u0628\u06cc-\u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc.jpg 700w\" sizes=\"(max-width: 500px) 100vw, 500px\" \/><\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%AC%D9%84%D8%B3%D9%87_%D9%87%D8%B4%D8%AA%D9%85_%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>\u062c\u0644\u0633\u0647 \u0647\u0634\u062a\u0645 : \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644\u06cc<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0627\u062f\u0627\u0645\u0647 \u0622\u0645\u0648\u0632\u0634 \u0642\u0628\u0644\u060c \u0627\u06cc\u0646 \u0628\u0627\u0631 \u0627\u0632 \u0631\u0648\u0634 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644\u06cc \u0628\u0631\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u0628\u062e\u0634\u06cc\u062f\u0646 \u0628\u0647 \u0646\u062a\u0627\u06cc\u062c \u0645\u062f\u0644 \u0647\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u067e\u0631\u062f\u0627\u062e\u062a. \u0627\u0628\u062a\u062f\u0627 \u0628\u0627 \u0645\u0641\u0647\u0648\u0645 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644\u06cc \u0622\u0634\u0646\u0627 \u0645\u06cc \u0634\u0648\u06cc\u0645 \u0633\u067e\u0633 \u0646\u062a\u0627\u06cc\u062c \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc \u067e\u0633 \u0627\u0632 \u0627\u0646\u062c\u0627\u0645 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0646\u062a\u0642\u0627\u0644\u06cc \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<a href=\"https:\/\/shahaab-co.com\/mag\/edu\/keras-tutorial-transfer-learning-using-pre-trained-models\/\" target=\"_blank\" class=\"shortc-button medium green \"><i class=\"fa fa-plus\"><\/i>\u0627\u062f\u0627\u0645\u0647 \u0645\u0637\u0644\u0628<\/a>\n<div class=\"clear\"><\/div><div style=\"margin-top:20px; margin-bottom:20px;\" class=\"divider divider-normal\"><\/div>\n<p><a href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/keras-tutorial-fine-tuning-using-pre-trained-models\/\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"alignleft wp-image-12905\" src=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/09\/\u0646\u0645\u0648\u062f\u0627\u0631-\u062f\u0642\u062a-\u0648-\u0636\u0631\u0631-\u0622\u0645\u0648\u0632\u0634-\u0648-\u0627\u0639\u062a\u0628\u0627\u0631-\u0633\u0646\u062c\u06cc-209x300.png\" alt=\"\u0646\u0645\u0648\u062f\u0627\u0631 \u062f\u0642\u062a \u0648 \u0636\u0631\u0631 \u0622\u0645\u0648\u0632\u0634 \u0648 \u0627\u0639\u062a\u0628\u0627\u0631 \u0633\u0646\u062c\u06cc\" width=\"279\" height=\"400\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/09\/\u0646\u0645\u0648\u062f\u0627\u0631-\u062f\u0642\u062a-\u0648-\u0636\u0631\u0631-\u0622\u0645\u0648\u0632\u0634-\u0648-\u0627\u0639\u062a\u0628\u0627\u0631-\u0633\u0646\u062c\u06cc-209x300.png 209w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2021\/09\/\u0646\u0645\u0648\u062f\u0627\u0631-\u062f\u0642\u062a-\u0648-\u0636\u0631\u0631-\u0622\u0645\u0648\u0632\u0634-\u0648-\u0627\u0639\u062a\u0628\u0627\u0631-\u0633\u0646\u062c\u06cc.png 372w\" sizes=\"(max-width: 279px) 100vw, 279px\" \/><\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%AC%D9%84%D8%B3%D9%87_%D9%86%D9%87%D9%85_%D8%AA%D9%86%D8%B8%DB%8C%D9%85_%D8%AF%D9%82%DB%8C%D9%82\"><\/span><strong>\u062c\u0644\u0633\u0647 \u0646\u0647\u0645 : \u062a\u0646\u0638\u06cc\u0645 \u062f\u0642\u06cc\u0642<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0622\u062e\u0631\u06cc\u0646 \u0628\u062e\u0634 \u0622\u0645\u0648\u0632\u0634\u060c \u062f\u0631 \u062a\u06a9\u0645\u06cc\u0644 \u062f\u0648 \u0628\u062e\u0634 \u0642\u0628\u0644\u06cc \u0628\u0647 \u0627\u0646\u062c\u0627\u0645 \u0639\u0645\u0644\u06cc\u0627\u062a \u062a\u0646\u0638\u06cc\u0645 \u062f\u0642\u06cc\u0642 \u06cc\u0627 Fine-Tuning \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u062f\u0631 Keras \u062e\u0648\u0627\u0647\u06cc\u0645 \u067e\u0631\u062f\u0627\u062e\u062a. \u0628\u0627 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0627\u06cc\u0646 \u0631\u0648\u0634 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u06cc\u062f \u06a9\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f \u0634\u0628\u06a9\u0647 \u0648 \u0646\u062a\u0627\u06cc\u062c \u0622\u0646 \u0686\u0642\u062f\u0631 \u0628\u0647\u0628\u0648\u062f \u062e\u0648\u0627\u0647\u0646\u062f \u06cc\u0627\u0641\u062a.<\/p>\n<a href=\"https:\/\/shahaab-co.com\/mag\/edu\/deep-learning\/keras-tutorial-fine-tuning-using-pre-trained-models\/\" target=\"_blank\" class=\"shortc-button medium green \"><i class=\"fa fa-plus\"><\/i>\u0627\u062f\u0627\u0645\u0647 \u0645\u0637\u0644\u0628<\/a>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p>\u00a0<\/p>\n<p style=\"text-align: justify;\">\u0627\u0645\u06cc\u062f\u0648\u0627\u0631\u06cc\u0645 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0648 \u0645\u062d\u062a\u0648\u0627\u06cc \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0645\u0648\u0631\u062f \u067e\u0633\u0646\u062f \u0634\u0645\u0627 \u0628\u0648\u062f\u0647 \u0628\u0627\u0634\u062f \u0648 \u062a\u0648\u0627\u0646\u0633\u062a\u0647 \u0628\u0627\u0634\u062f \u0628\u0647 \u0633\u0648\u0627\u0644\u0627\u062a \u0648 \u0646\u06cc\u0627\u0632 \u0647\u0627\u06cc \u0634\u0645\u0627 \u067e\u0627\u0633\u062e \u062f\u0647\u062f. \u062f\u0631 \u067e\u0627\u06cc\u0627\u0646 \u062e\u0648\u0627\u0647\u0634\u0645\u0646\u062f\u06cc\u0645 \u062f\u0631 \u0635\u0648\u0631\u062a \u0647\u0645\u0631\u0627\u0647\u06cc \u0645\u0627 \u062f\u0631 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647\u060c \u0646\u0638\u0631\u0627\u062a \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u0645\u0648\u0631\u062f \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u062f\u0631 \u0628\u062e\u0634 \u062f\u06cc\u062f\u06af\u0627\u0647 \u0647\u0627 \u0628\u0627 \u0645\u0627 \u0628\u0647 \u0627\u0634\u062a\u0631\u0627\u06a9 \u0628\u06af\u0630\u0627\u0631\u06cc\u062f \u0648 \u062f\u0631 \u0635\u0648\u0631\u062a \u062a\u0645\u0627\u06cc\u0644 \u0628\u0647 \u0627\u062f\u0627\u0645\u0647 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u0647\u0627\u060c \u0628\u0647 \u0645\u0627 \u0627\u0637\u0644\u0627\u0639 \u062f\u0647\u06cc\u062f.<\/p>\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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height: 24px;\"><\/div>\n        <\/div>\n    <\/div>\n<\/div>\n                \n\n<div class=\"kksr-legend\" style=\"font-size: 19.2px;\">\n            <span class=\"kksr-muted\">\u0627\u0645\u062a\u06cc\u0627\u0632 \u062f\u0647\u06cc\u062f!<\/span>\n    <\/div>\n    <\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u062f\u0648\u0631\u0647 \u0622\u0645\u0648\u0632\u0634\u06cc \u062c\u0627\u0645\u0639 \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627 TensorFlow \u0648 Keras \u062a\u0648\u0633\u0637 \u0627\u0633\u0627\u062a\u06cc\u062f \u0633\u0627\u06cc\u062a Learn OpenCV \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0648 \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc \u0645\u0633\u0627\u0626\u0644 \u0645\u062e\u062a\u0644\u0641 \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u0627\u062c\u0631\u0627 \u067e\u0631\u0648\u0698\u0647 \u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u062a\u0635\u0648\u06cc\u0631 \u0648 \u0634\u0628\u06a9\u0647 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