{"id":1881,"date":"2018-12-26T12:06:22","date_gmt":"2018-12-26T12:06:22","guid":{"rendered":"http:\/\/mamintoosi.ir\/wp\/?p=1881"},"modified":"2018-12-26T12:06:22","modified_gmt":"2018-12-26T12:06:22","slug":"neural-doodle","status":"publish","type":"post","link":"https:\/\/staff.hsu.ac.ir\/mamintoosi\/2018\/12\/26\/neural-doodle\/","title":{"rendered":"\u0647\u0646\u0631 \u062f\u0648\u062f\u0644 \u0628\u0627 \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc"},"content":{"rendered":"\n<p>\u062f\u0631 \u067e\u0633\u062a <a href=\"http:\/\/mamintoosi.ir\/wp\/neural-style-transfer\/\">\u0627\u0646\u062a\u0642\u0627\u0644 \u0633\u0628\u06a9 \u0628\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642<\/a> \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0627\u0632 \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0633\u0628\u06a9 \u0646\u0642\u0627\u0634\u06cc \u0627\u0634\u0627\u0631\u0647 \u0634\u062f. \u0645\u062b\u0627\u0644\u200c\u0647\u0627\u06cc \u067e\u0633\u062a \u0642\u0628\u0644 \u0628\u0647 \u0627\u06cc\u0646 \u062a\u0631\u062a\u06cc\u0628 \u0628\u0648\u062f\u0646\u062f \u06a9\u0647 \u0633\u0628\u06a9 (\u0627\u0633\u062a\u0627\u06cc\u0644) \u06cc\u06a9 \u062a\u0635\u0648\u06cc\u0631(style) \u0628\u0631 \u062a\u0635\u0648\u06cc\u0631\u06cc \u062f\u06cc\u06af\u0631\u06cc (content) \u0646\u0642\u0634 \u0645\u06cc\u200c\u0634\u062f. \u062f\u0631 \u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u06cc\u06af\u0631\u06cc \u06a9\u0647 \u062f\u0631 \u0627\u06cc\u0646 \u067e\u0633\u062a \u0627\u0634\u0627\u0631\u0647 \u062e\u0648\u0627\u0647\u062f \u0634\u062f\u060c \u0647\u0645\u06cc\u0646 \u06a9\u0627\u0631 \u0627\u0646\u062c\u0627\u0645 \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0627\u0645\u0627 \u0628\u0627 \u0645\u0639\u0631\u0641\u06cc \u062f\u0648 \u0645\u0627\u0633\u06a9 \u0628\u0631\u0627\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u0648\u0631\u0648\u062f\u06cc \u0648 \u062e\u0631\u0648\u062c\u06cc\u060c \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc\u060c \u0633\u0628\u06a9 (\u0627\u0633\u062a\u0627\u06cc\u0644) \u0647\u0631 \u0646\u0627\u062d\u06cc\u0647 \u0627\u0632 style  \u0628\u0631 \u0646\u0627\u062d\u06cc\u0647\u200c\u06cc \u0645\u062a\u0646\u0627\u0638\u0631 \u0622\u0646 \u0627\u0632 \u062a\u0635\u0648\u06cc\u0631 content \u0646\u0642\u0634 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0634\u06a9\u0644 \u0632\u06cc\u0631 \u0646\u062d\u0648\u0647 \u06a9\u0627\u0631 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f:<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"http:\/\/mamintoosi.ir\/wp\/wp-content\/uploads\/2018\/12\/NeuralDoodle_MAT-1024x615.jpg\" alt=\"\" class=\"wp-image-1884\" \/><figcaption>Neural Doodle<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u062a\u0635\u0648\u06cc\u0631 \u0628\u0627\u0644\u0627 \u0633\u0645\u062a \u0686\u067e \u06cc\u06a9 \u0645\u0646\u0638\u0631\u0647 \u0631\u0627 \u0646\u0645\u0627\u06cc\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u0645\u062a\u0646\u0627\u0638\u0631 \u0628\u0627 \u0622\u0646 \u06cc\u06a9 \u0645\u0627\u0633\u06a9 \u0686\u0647\u0627\u0631 \u0631\u0646\u06af (\u0646\u0648\u0627\u062d\u06cc \u0622\u0633\u0645\u0627\u0646\u060c \u062f\u0631\u062e\u062a\u0627\u0646\u060c \u0633\u0628\u0632\u0647\u200c\u0632\u0627\u0631 \u0648 \u0631\u0648\u062f\u062e\u0627\u0646\u0647) \u062f\u0631 \u0646\u0642\u0627\u0634 \u0648\u06cc\u0646\u062f\u0648\u0632 \u06a9\u0634\u06cc\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a (\u062a\u0635\u0648\u06cc\u0631 \u06a9\u0648\u0686\u06a9 \u067e\u0627\u06cc\u06cc\u0646 \u0622\u0646). \u0647\u0645\u06cc\u0646 \u06a9\u0627\u0631 \u0628\u0631\u0627\u06cc \u0627\u062b\u0631 \u0647\u0646\u0631\u06cc \u0633\u0645\u062a \u0631\u0627\u0633\u062a \u0627\u0646\u062c\u0627\u0645 \u0634\u062f\u0647 \u0627\u0633\u062a.<br>\u0634\u06a9\u0644 \u067e\u0627\u06cc\u06cc\u0646 \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627\u0644\u0627\u060c \u062e\u0631\u0648\u062c\u06cc \u00ab\u062f\u0648\u062f\u0644 \u0639\u0635\u0628\u06cc\u00bb \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f.<br>\u0627\u0632 \u0622\u0646\u062c\u0627 \u06a9\u0647 \u0628\u0627 \u06a9\u0645\u06a9 \u0627\u06cc\u0646 \u0634\u06cc\u0648\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0633\u0627\u062f\u0647 \u0646\u0642\u0627\u0634\u06cc \u0645\u0627\u0646\u0646\u062f (\u0645\u0627\u0633\u06a9\u200c\u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0627\u0634\u0627\u0631\u0647) \u0631\u0627 \u0628\u0647 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0647\u0646\u0631\u06cc \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0631\u062f\u060c \u0628\u0647 \u0622\u0646 \u062f\u0648\u062f\u0644 (Doodle) \u06af\u0641\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u062f\u0631 \u0627\u062f\u0627\u0645\u0647 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u06cc\u062f \u06a9\u0647 \u0686\u0631\u0627 \u0628\u0647 \u0622\u0646 \u062f\u0648\u062f\u0644 \u06af\u0641\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u062f\u0648\u062f\u0644 \u062f\u0631 \u0647\u0646\u0631<\/h2>\n\n\n\n<h4 class=\"wp-block-heading\"><a href=\"http:\/\/www.cartoonnegar.com\/article\/36\/%D8%B7%D8%B1%D8%A7%D8%AD%DB%8C-%D8%A8%D9%87-%D8%B3%D8%A8%DA%A9-doodle\">\u0645\u0637\u0627\u0628\u0642 \u062a\u0639\u0631\u06cc\u0641 \u0633\u0627\u06cc\u062a \u06a9\u0627\u0631\u062a\u0648\u0646\u200c\u0646\u06af\u0627\u0631: <\/a><\/h4>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p> \u0637\u0631\u0627\u062d\u06cc \u0628\u0647 \u0633\u0628\u06a9 doodle \u06cc\u0627 \u0627\u062d\u0645\u0642\u0627\u0646\u0647 \u0633\u0628\u06a9\u06cc&nbsp;\u0627\u0632 \u0637\u0631\u0627\u062d\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646&nbsp;\u0627\u0641\u06a9\u0627\u0631 \u0648 \u0627\u062d\u0633\u0627\u0633\u062a \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0634\u06a9\u0644 \u0627\u0646\u062a\u0632\u0627\u0639\u06cc \u0646\u0645\u0627\u06cc\u0634 \u062f\u0627\u062f.\u0637\u0631\u0627\u062d&nbsp;\u062f\u0631 \u0627\u06cc\u0646 \u0633\u0628\u06a9 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0646\u0642\u0627\u0634\u06cc \u0647\u0627 \u0633\u0627\u062f\u0647&nbsp;\u0645\u06cc\u062a\u0648\u0627\u0646\u062f \u0645\u0639\u0646\u0627\u06cc \u0646\u0645\u0627\u06cc\u0634\u06cc \u067e\u06cc\u0648\u0633\u062a\u0647 \u0627\u06cc \u0631\u0627 \u0628\u06cc\u0627\u0646 \u06a9\u0646\u062f. <\/p><\/blockquote>\n\n\n\n<p>\u0628\u0627 \u0634\u06cc\u0648\u0647 \u00ab\u062f\u0648\u062f\u0644 \u0639\u0635\u0628\u06cc\u00bb \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u06cc\u06a9 \u0637\u0631\u062d \u0633\u0627\u062f\u0647 \u0631\u0627 \u0628\u0647 \u06cc\u06a9 \u0627\u062b\u0631 \u0647\u0646\u0631\u06cc \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0631\u062f. \u062f\u06cc\u062f\u0646<a href=\"https:\/\/takhtesefid.org\/watch?v=898351838872\"> \u0627\u06cc\u0646 \u0648\u06cc\u062f\u0626\u0648 \u0627\u0632 \u062a\u062e\u062a\u0647 \u0633\u0641\u06cc\u062f <\/a>\u062f\u0644\u06cc\u0644 \u0646\u0627\u0645\u200c\u06af\u0630\u0627\u0631\u06cc \u0631\u0627 \u0628\u0647\u062a\u0631 \u0642\u0627\u0628\u0644 \u062f\u0631\u06a9 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f. \u06af\u06cc\u062a\u200c\u0647\u0627\u0628 \u0647\u0627\u06cc \u0632\u06cc\u0631 \u0634\u0627\u0645\u0644 \u06a9\u062f\u0647\u0627\u06cc \u0622\u0645\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u0627\u0646\u062c\u0627\u0645 \u06a9\u0627\u0631 \u0647\u0633\u062a\u0646\u062f.<\/p>\n\n\n\n<p dir=\"ltr\"><a href=\"https:\/\/github.com\/alexjc\/neural-doodle\">https:\/\/github.com\/alexjc\/neural-doodle<\/a><br><a href=\"https:\/\/github.com\/DmitryUlyanov\/fast-neural-doodle\">https:\/\/github.com\/DmitryUlyanov\/fast-neural-doodle<\/a><br><a href=\"https:\/\/github.com\/titu1994\/Neural-Style-Transfer\">https:\/\/github.com\/titu1994\/Neural-Style-Transfer<\/a><\/p>\n\n\n\n<p>\u062f\u0647 \u062a\u06a9\u0631\u0627\u0631 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0622\u062e\u0631\u06cc\u0646 \u0628\u0631\u0646\u0627\u0645\u0647 \u0644\u06cc\u0646\u06a9 \u0628\u0627\u0644\u0627 \u0648 \u0628\u0631\u0627\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u0627\u0628\u062a\u062f\u0627\u06cc \u067e\u0633\u062a\u060c \u062f\u0631 \u06af\u06cc\u0641 \u0632\u06cc\u0631 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" src=\"http:\/\/mamintoosi.ir\/wp\/wp-content\/uploads\/2018\/12\/Webp.net-gifmaker-2.gif\" alt=\"\" class=\"wp-image-1892\" \/><\/figure><\/div>\n\n\n\n<p>\u062f\u0631 \u062f\u0633\u062a\u06af\u0627\u0647 \u0628\u0627 \u0645\u0634\u062e\u0635\u0627\u062a \u0632\u06cc\u0631 \u0647\u0631 \u062a\u06a9\u0631\u0627\u0631 \u062d\u062f\u0648\u062f \u06f1\u06f2 \u062b\u0627\u0646\u06cc\u0647 \u0631\u0648\u06cc GPU \u0637\u0648\u0644 \u06a9\u0634\u06cc\u062f\u0647 \u0627\u0633\u062a:<\/p>\n\n\n\n<p dir=\"ltr\">CPU: Intel\u00ae Core&#x2122; i7-7700HQ\u00a0 , 4 Cores<br>GPU: NVIDIA\u00ae GeForce\u00ae GTX 1050 Ti &#8211; 4 GB GDDR5<br><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647\u200c\u0647\u0627\u06cc \u0632\u06cc\u0631 \u062f\u0631 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0627\u06cc\u062f \u0646\u0635\u0628 \u0628\u0627\u0634\u0646\u062f:<\/li><li>Tensorflow-gpu<\/li><li>Keras<\/li><li>Scipy + PILLOW<\/li><li>Numpy<\/li><li>h5py<\/li><\/ul>\n\n\n\n<p>\u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0645\u06a9\u0627\u0646\u0627\u062a \u0628\u0631\u0646\u0627\u0645\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062f\u0631 \u0627\u062c\u0631\u0627\u06cc \u0646\u0645\u0648\u0646\u0647\u200c\u0647\u0627\u060c \u0627\u062c\u0627\u0632\u0647 \u0627\u0646\u062a\u062e\u0627\u0628 \u0637\u0631\u062d \u0631\u0646\u06af \u0627\u0633\u062a. \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627\u0644\u0627\u060c \u0637\u0631\u062d \u0631\u0646\u06af \u0627\u0632 \u062a\u0635\u0648\u06cc\u0631 style\u200c \u06af\u0631\u0641\u062a\u0647 \u0634\u062f\u0647 \u0628\u0648\u062f\u060c \u0627\u06af\u0631 \u0637\u0631\u062d \u0631\u0646\u06af \u0627\u0632 \u062a\u0635\u0648\u06cc\u0631 content\u200c \u06af\u0631\u0641\u062a\u0647 \u0634\u0648\u062f\u060c \u062e\u0631\u0648\u062c\u06cc \u0632\u06cc\u0631 \u0631\u0627 \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0627\u0634\u062a:<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" src=\"http:\/\/mamintoosi.ir\/wp\/wp-content\/uploads\/2018\/12\/summerPC_at_iteration_5.png\" alt=\"\" class=\"wp-image-1904\" \/><\/figure><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u062f\u0631 \u067e\u0633\u062a \u0627\u0646\u062a\u0642\u0627\u0644 \u0633\u0628\u06a9 \u0628\u0627 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0627\u0632 \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc \u062f\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0633\u0628\u06a9 \u0646\u0642\u0627\u0634\u06cc \u0627\u0634\u0627\u0631\u0647 \u0634\u062f. \u0645\u062b\u0627\u0644\u200c\u0647\u0627\u06cc &hellip; <a href=\"https:\/\/staff.hsu.ac.ir\/mamintoosi\/2018\/12\/26\/neural-doodle\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">\u0647\u0646\u0631 \u062f\u0648\u062f\u0644 \u0628\u0627 \u0634\u0628\u06a9\u0647\u200c\u0647\u0627\u06cc \u0639\u0635\u0628\u06cc<\/span><\/a><\/p>\n","protected":false},"author":46,"featured_media":1889,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[17],"tags":[20],"class_list":["post-1881","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-17","tag-deeplearning"],"_links":{"self":[{"href":"https:\/\/staff.hsu.ac.ir\/mamintoosi\/wp-json\/wp\/v2\/posts\/1881","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/staff.hsu.ac.ir\/mamintoosi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/staff.hsu.ac.ir\/mamintoosi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/staff.hsu.ac.ir\/mamintoosi\/wp-json\/wp\/v2\/users\/46"}],"replies":[{"embeddable":true,"href":"https:\/\/staff.hsu.ac.ir\/mamintoosi\/wp-json\/wp\/v2\/comments?post=1881"}],"version-history":[{"count":0,"href":"https:\/\/staff.hsu.ac.ir\/mamintoosi\/wp-json\/wp\/v2\/posts\/1881\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/staff.hsu.ac.ir\/mamintoosi\/wp-json\/"}],"wp:attachment":[{"href":"https:\/\/staff.hsu.ac.ir\/mamintoosi\/wp-json\/wp\/v2\/media?parent=1881"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/staff.hsu.ac.ir\/mamintoosi\/wp-json\/wp\/v2\/categories?post=1881"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/staff.hsu.ac.ir\/mamintoosi\/wp-json\/wp\/v2\/tags?post=1881"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}