{"id":2414,"date":"2019-07-16T04:13:38","date_gmt":"2019-07-15T23:43:38","guid":{"rendered":"https:\/\/shahaab-co.ir\/mag\/?p=2414"},"modified":"2020-10-24T09:20:29","modified_gmt":"2020-10-24T05:50:29","slug":"what-is-deepfake-and-how-to-detect-it","status":"publish","type":"post","link":"https:\/\/shahaab-co.com\/mag\/news\/deep-networks\/what-is-deepfake-and-how-to-detect-it\/","title":{"rendered":"\u062c\u0639\u0644\u06cc \u0639\u0645\u06cc\u0642 ( DeepFake ) \u0686\u06cc\u0633\u062a \u0648 \u0686\u06af\u0648\u0646\u0647 \u0622\u0646 \u0631\u0627 \u062a\u0634\u062e\u06cc\u0635 \u062f\u0647\u06cc\u0645\u061f"},"content":{"rendered":"<p>\u0633\u0627\u062e\u062a\u0646 \u0648\u06cc\u062f\u06cc\u0648 \u0647\u0627\u06cc \u062c\u0639\u0644\u06cc \u0627\u0632 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0628\u0627\u0632\u06cc\u06af\u0631\u0627\u0646 \u0686\u06cc\u0632 \u062c\u062f\u06cc\u062f\u06cc \u0646\u06cc\u0633\u062a. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u062f\u0631 \u0627\u0648\u0627\u062e\u0631 \u0633\u0627\u0644 \u06f2\u06f0\u06f1\u06f7\u060c \u06cc\u06a9\u06cc \u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0633\u0627\u06cc\u062a \u0631\u062f\u06cc\u062a \u0628\u0647 \u0646\u0627\u0645 Deepfakes \u0634\u0631\u0648\u0639 \u0628\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <a href=\"https:\/\/shahaab-co.ir\/mag\/tag\/%db%8c%d8%a7%d8%af%da%af%db%8c%d8%b1%db%8c-%d8%b9%d9%85%db%8c%d9%82\/\" target=\"_blank\" rel=\"noopener\">\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642<\/a> \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0648\u06cc\u062f\u06cc\u0648 \u0647\u0627\u06cc \u062c\u0639\u0644\u06cc \u0627\u0632 \u0628\u0627\u0632\u06cc\u06af\u0631\u0627\u0646 \u0648 \u0645\u0634\u0627\u0647\u06cc\u0631 \u06a9\u0631\u062f. \u0627\u06cc\u0646 \u0634\u0631\u0648\u0639 \u0645\u0648\u062c \u062c\u062f\u06cc\u062f\u06cc \u0627\u0632 \u0627\u0646\u062a\u0634\u0627\u0631 \u0648\u06cc\u062f\u06cc\u0648 \u0647\u0627\u06cc \u062c\u0639\u0644\u06cc \u062f\u0631 \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u0628\u0648\u062f. <a href=\"https:\/\/fa.wikipedia.org\/wiki\/%D8%AF%D8%A7%D8%B1%D9%BE%D8%A7\" target=\"_blank\" rel=\"noopener\">\u062f\u0627\u0631\u067e\u0627 ( \u0622\u0698\u0627\u0646\u0633 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u062a\u062d\u0642\u06cc\u0642\u0627\u062a\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647\u0654 \u062f\u0641\u0627\u0639\u06cc )<\/a> \u0646\u06cc\u0632 \u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0628\u062e\u0634\u06cc \u0627\u0632 \u0627\u0631\u062a\u0634 \u0627\u06cc\u0627\u0644\u0627\u062a \u0645\u062a\u062d\u062f\u0647 \u0622\u0645\u0631\u06cc\u06a9\u0627\u060c \u0628\u0631\u0627\u06cc \u062a\u062d\u0642\u06cc\u0642 \u062f\u0631 \u0645\u0648\u0631\u062f \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0648\u06cc\u062f\u06cc\u0648 \u0647\u0627\u06cc \u062c\u0639\u0644\u06cc \u0633\u0631\u0645\u0627\u06cc\u0647 \u06af\u0630\u0627\u0631\u06cc \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u062f\u0631 \u0648\u0627\u0642\u0639\u060c \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <a href=\"https:\/\/shahaab-co.ir\/mag\/tag\/%d9%87%d9%88%d8%b4-%d9%85%d8%b5%d9%86%d9%88%d8%b9%db%8c\/\" target=\"_blank\" rel=\"noopener\">\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/a> \u062f\u0631 \u0633\u0627\u062e\u062a \u0648\u06cc\u062f\u06cc\u0648 \u0647\u0627 \u067e\u06cc\u0634 \u0627\u0632 Deepfakes \u0622\u063a\u0627\u0632 \u0634\u062f\u0647 \u0628\u0648\u062f. Face2Face \u0648<a href=\"http:\/\/grail.cs.washington.edu\/projects\/AudioToObama\/\" target=\"_blank\" rel=\"noopener\"> \u06a9\u0644\u06cc\u067e \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0632 \u0627\u0648\u0628\u0627\u0645\u0627 ( \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0647\u0645\u0627\u0647\u0646\u06af\u06cc \u0644\u0628 \u0647\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0635\u062f\u0627 ) \u062a\u0648\u0633\u0637 \u062f\u0627\u0646\u0634\u06af\u0627\u0647 \u0648\u0627\u0634\u06cc\u0646\u06af\u062a\u0646 ( UW )<\/a> \u0648\u06cc\u062f\u06cc\u0648 \u0647\u0627\u06cc \u062c\u0639\u0644\u06cc \u0627\u06cc \u0633\u0627\u062e\u062a\u0647 \u0628\u0648\u062f\u0646\u062f \u06a9\u0647 \u062a\u0634\u062e\u06cc\u0635 \u0622\u0646 \u0647\u0627 \u062d\u062a\u06cc \u0633\u062e\u062a \u062a\u0631 \u0627\u0632 Deepfakes \u0628\u0648\u062f. \u062f\u0631 \u062d\u0642\u06cc\u0642\u062a\u060c \u0622\u0646 \u0647\u0627 \u0628\u0647 \u0642\u062f\u0631\u06cc \u0648\u0627\u0642\u0639\u06cc \u0647\u0633\u062a\u0646\u062f \u06a9\u0647 Jordan Peele \u0648\u06cc\u062f\u06cc\u0648 \u0632\u06cc\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0647\u0634\u062f\u0627\u0631 \u062f\u0627\u062f\u0646 \u0628\u0647 \u0645\u0631\u062f\u0645 \u0633\u0627\u062e\u062a.<\/p>\n<div id=\"25994448533\"><script type=\"text\/JavaScript\" src=\"https:\/\/www.aparat.com\/embed\/oJ4Rh?data[rnddiv]=25994448533&amp;data[responsive]=yes\"><\/script><\/div>\n<p><\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647\u060c \u0645\u0627 \u0645\u0641\u0647\u0648\u0645&nbsp; Deepfakes \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u0628\u0631\u062e\u06cc \u0645\u0634\u06a9\u0644\u0627\u062a \u0631\u0627 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06a9\u0631\u062f\u0647 \u0648 \u0631\u0648\u0634 \u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0648\u06cc\u062f\u06cc\u0648 \u0647\u0627\u06cc \u062c\u0639\u0644\u06cc \u0645\u0639\u0631\u0641\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u0647 \u06cc\u06a9\u06cc \u0627\u0632 \u062a\u062d\u0642\u06cc\u0642\u0627\u062a \u062f\u0627\u0646\u0634\u06af\u0627\u0647 \u0648\u0627\u0634\u06cc\u0646\u06af\u062a\u0648\u0646 \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647 \u0633\u0627\u062e\u062a \u0648\u06cc\u062f\u06cc\u0648 \u0647\u0627\u06cc\u06cc \u0628\u0627 \u0635\u062f\u0627\u06cc \u062c\u0639\u0644\u06cc \u0646\u06af\u0627\u0647\u06cc \u0645\u06cc \u0627\u0646\u062f\u0627\u0632\u06cc\u0645.<\/p>\n<h2><strong>\u0645\u0641\u0647\u0648\u0645 \u067e\u0627\u06cc\u0647:<\/strong><\/h2>\n<p>\u0627\u06cc\u062f\u0647 Deepfake \u0647\u0627 \u0628\u0633\u06cc\u0627\u0631 \u0633\u0627\u062f\u0647 \u0627\u0633\u062a. \u0641\u0631\u0636 \u06a9\u0646\u06cc\u062f \u0645\u06cc\u062e\u0648\u0627\u0647\u06cc\u0645 \u0686\u0647\u0631\u0647 \u06cc \u0641\u0631\u062f \u0627\u0644\u0641 \u0631\u0627 \u0628\u0647 \u0648\u06cc\u062f\u06cc\u0648\u06cc\u06cc \u0628\u0627 \u0686\u0647\u0631\u0647 \u0641\u0631\u062f \u0628 \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0646\u06cc\u0645.<\/p>\n<p>\u062f\u0631 \u0627\u0628\u062a\u062f\u0627\u060c \u0645\u0627 \u0635\u062f\u0647\u0627 \u06cc\u0627 \u0647\u0632\u0627\u0631\u0627\u0646 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0632 \u0627\u06cc\u0646 \u062f\u0648 \u0641\u0631\u062f \u0631\u0627 \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u0633\u067e\u0633 \u06cc\u06a9 \u0631\u0645\u0632\u0646\u06af\u0627\u0631 ( Encoder ) \u0628\u0631\u0627\u06cc \u06a9\u062f \u06a9\u0631\u062f\u0646 \u0627\u06cc\u0646 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u06a9 \u0634\u0628\u06a9\u0647 \u0639\u0635\u0628\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc ( CNN ) \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642\u060c \u0645\u06cc \u0633\u0627\u0632\u06cc\u0645. \u0633\u067e\u0633 \u0628\u0647 \u0648\u0633\u06cc\u0644\u0647 \u06cc\u06a9 \u0631\u0645\u0632\u06af\u0634\u0627 ( Decoder ) \u062a\u0635\u0627\u0648\u06cc\u0631 \u06a9\u062f \u0634\u062f\u0647 \u0631\u0627 \u0628\u0647 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0648\u0627\u0642\u0639\u06cc \u0628\u0627\u0632\u0633\u0627\u0632\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u0627\u06cc\u0646 \u0631\u0645\u0632\u0646\u06af\u0627\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 ( Autoencoder ) \u06a9\u0647 \u0634\u0627\u0645\u0644 \u0631\u0645\u0632\u0646\u06af\u0627\u0631 \u0648 \u0631\u0645\u0632\u06af\u0634\u0627 \u0645\u06cc \u0634\u0648\u062f\u060c \u0645\u06cc\u0644\u06cc\u0648\u0646 \u0647\u0627 \u067e\u0627\u0631\u0627\u0645\u062a\u0631 \u062f\u0627\u0631\u062f \u0648\u0644\u06cc \u0628\u0631\u0627\u06cc \u0628\u062e\u0627\u0637\u0631 \u0633\u067e\u0631\u062f\u0646 \u062a\u0645\u0627\u0645 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0627\u0635\u0644\u0627 \u06a9\u0627\u0641\u06cc \u0646\u06cc\u0633\u062a. \u067e\u0633 \u0631\u0645\u0632\u0646\u06af\u0627\u0631 \u0628\u0627\u06cc\u062f \u0628\u0631\u0627\u06cc \u0628\u0627\u0632 \u0633\u0627\u0632\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u0648\u0631\u0648\u062f\u06cc \u0627\u0635\u0644\u06cc\u060c \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0645\u0647\u0645 \u0631\u0627 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u06a9\u0646\u062f. \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0637\u0631\u062d \u06cc\u06a9 \u0635\u062d\u0646\u0647 \u062c\u0631\u0645 \u062a\u0635\u0648\u0631 \u06a9\u0646\u06cc\u062f. \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u060c \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0634\u0627\u0647\u062f \u0647\u0633\u062a\u0646\u062f ( \u0631\u0645\u0632\u0646\u06af\u0627\u0631 ) \u0648 \u0637\u0631\u0627\u062d ( \u0631\u0645\u0632\u06af\u0634\u0627 ) \u0627\u0632 \u0622\u0646 \u0634\u0648\u0627\u0647\u062f \u0628\u0631\u0627\u06cc \u0628\u0627\u0632 \u0633\u0627\u0632\u06cc \u062a\u0635\u0648\u06cc\u0631 \u0645\u0638\u0646\u0648\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u0628\u0631\u0627\u06cc \u062f\u06cc\u06a9\u0648\u062f \u06a9\u0631\u062f\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u060c \u0645\u0627 \u0627\u0632 \u0631\u0645\u0632\u06af\u0634\u0627 \u0647\u0627\u06cc \u062c\u062f\u0627\u06af\u0627\u0646\u0647 \u0628\u0631\u0627\u06cc \u0641\u0631\u062f \u0627\u0644\u0641 \u0648 \u0641\u0631\u062f \u0628 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u062d\u0627\u0644\u060c \u0645\u0627 \u0631\u0645\u0632\u0646\u06af\u0627\u0631 \u0648 \u0631\u0645\u0632\u06af\u0634\u0627 \u0631\u0627 (\u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 <a href=\"https:\/\/shahaab-co.ir\/mag\/tag\/%d9%be%d8%b3-%d8%a7%d9%86%d8%aa%d8%b4%d8%a7%d8%b1\/\" target=\"_blank\" rel=\"noopener\">\u067e\u0633 \u0627\u0646\u062a\u0634\u0627\u0631 \u062e\u0637\u0627 ( Backpropagation )<\/a>) \u0622\u0645\u0648\u0632\u0634 \u0645\u06cc \u062f\u0647\u06cc\u0645\u061b \u0628\u0647 \u06af\u0648\u0646\u0647 \u0627\u06cc \u06a9\u0647 \u0648\u0631\u0648\u062f\u06cc \u0634\u0628\u0627\u0647\u062a \u0632\u06cc\u0627\u062f\u06cc \u0628\u0647 \u062e\u0631\u0648\u062c\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f. \u0627\u06cc\u0646 \u0641\u0631\u0627\u06cc\u0646\u062f\u060c \u0632\u0645\u0627\u0646 \u0628\u0631 \u0627\u0633\u062a. \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 GPU\u06cc \u06a9\u0627\u0631\u062a \u06af\u0631\u0627\u0641\u06cc\u06a9\u060c \u062d\u062f\u0648\u062f\u0627 \u06f3 \u0631\u0648\u0632 \u0637\u0648\u0644 \u0645\u06cc \u06a9\u0634\u062f \u062a\u0627 \u0646\u062a\u0627\u06cc\u062c \u0642\u0627\u0628\u0644 \u0642\u0628\u0648\u0644\u06cc \u062a\u0648\u0644\u06cc\u062f \u0634\u0648\u062f ( \u0628\u0639\u062f \u0627\u0632 \u06f1\u06f0 \u0645\u06cc\u0644\u06cc\u0648\u0646 \u0628\u0627\u0631 \u067e\u0631\u062f\u0627\u0632\u0634 \u06a9\u0631\u062f\u0646 \u062a\u0635\u0627\u0648\u06cc\u0631 ) .<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"700\" height=\"401\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0622\u0645\u0648\u0632\u0634-\u0627\u0646\u06a9\u0648\u062f\u0631-\u062e\u0648\u062f\u06a9\u0627\u0631.jpeg\" alt=\"\" class=\"wp-image-2420\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0622\u0645\u0648\u0632\u0634-\u0627\u0646\u06a9\u0648\u062f\u0631-\u062e\u0648\u062f\u06a9\u0627\u0631.jpeg 700w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0622\u0645\u0648\u0632\u0634-\u0627\u0646\u06a9\u0648\u062f\u0631-\u062e\u0648\u062f\u06a9\u0627\u0631-300x172.jpeg 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure><\/div>\n\n\n<p>\u0628\u0639\u062f \u0627\u0632 \u0622\u0645\u0648\u0632\u0634\u060c \u0645\u0627 \u0648\u06cc\u062f\u06cc\u0648 \u0631\u0627 \u0641\u0631\u06cc\u0645 \u0628\u0647 \u0641\u0631\u06cc\u0645 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u062a\u0635\u0648\u06cc\u0631 \u0641\u0631\u062f \u0631\u0627 \u0628\u0627 \u062f\u06cc\u06af\u0631\u06cc \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u06a9\u0646\u06cc\u0645. \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <a href=\"https:\/\/shahaab-co.ir\/mag\/tag\/%d8%aa%d8%b4%d8%ae%db%8c%d8%b5-%da%86%d9%87%d8%b1%d9%87\/\" target=\"_blank\" rel=\"noopener\">\u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647<\/a>\u060c \u0686\u0647\u0631\u0647 \u06cc \u0641\u0631\u062f \u0627\u0644\u0641 \u0631\u0627 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u06a9\u0631\u062f\u0647 \u0648 \u0622\u0646 \u0631 \u0627 \u0628\u0647 \u0631\u0645\u0632\u0646\u06af\u0627\u0631 \u0648\u0627\u0631\u062f \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0628\u062c\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0631\u0645\u0632\u06af\u0634\u0627 \u0627\u0635\u0644\u06cc \u0628\u0631\u0627\u06cc \u0622\u0646\u060c \u0627\u0632 \u0631\u0645\u0632\u06af\u0634\u0627 \u0641\u0631\u062f \u0628 \u0628\u0631\u0627\u06cc \u0628\u0627\u0632 \u0633\u0627\u0632\u06cc \u062a\u0635\u0648\u06cc\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u0628\u0647 \u0639\u0628\u0627\u0631\u062a \u062f\u06cc\u06af\u0631\u060c \u0645\u0627 \u062a\u0635\u0648\u06cc\u0631 \u0641\u0631\u062f \u0628 \u0631\u0627 \u0628\u0627 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0641\u0631\u062f \u0627\u0644\u0641 \u062f\u0631 \u0648\u06cc\u062f\u06cc\u0648 \u0627\u0635\u0644\u06cc \u0637\u0631\u0627\u062d\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u0633\u067e\u0633 \u0645\u0627 \u0686\u0647\u0631\u0647 \u062c\u062f\u06cc\u062f \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0631\u0627 \u0628\u0647 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0635\u0644\u06cc \u0627\u0644\u062d\u0627\u0642 \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"1000\" height=\"440\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u062a\u0633\u062a-\u0627\u0646\u06a9\u0648\u062f\u0631-\u062e\u0648\u062f\u06a9\u0627\u0631.jpeg\" alt=\"\" class=\"wp-image-2422\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u062a\u0633\u062a-\u0627\u0646\u06a9\u0648\u062f\u0631-\u062e\u0648\u062f\u06a9\u0627\u0631.jpeg 1000w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u062a\u0633\u062a-\u0627\u0646\u06a9\u0648\u062f\u0631-\u062e\u0648\u062f\u06a9\u0627\u0631-300x132.jpeg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u062a\u0633\u062a-\u0627\u0646\u06a9\u0648\u062f\u0631-\u062e\u0648\u062f\u06a9\u0627\u0631-768x338.jpeg 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/figure><\/div>\n\n\n<p>\u0628\u0647 \u0637\u0648\u0631 \u0645\u0633\u062a\u0642\u06cc\u0645\u060c \u0631\u0645\u0632\u0646\u06af\u0627\u0631 \u0632\u0627\u0648\u06cc\u0647 \u0686\u0647\u0631\u0647\u060c \u0631\u0646\u06af \u067e\u0648\u0633\u062a\u060c \u062d\u0627\u0644\u062a \u0647\u0627\u06cc \u0686\u0647\u0631\u0647\u060c \u0646\u0648\u0631 \u0648 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062f\u06cc\u06af\u0631 \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0628\u0627\u0632 \u0633\u0627\u0632\u06cc \u062a\u0635\u0648\u06cc\u0631 \u0641\u0631\u062f \u0627\u0644\u0641 \u0647\u0633\u062a\u0646\u062f \u0631\u0627 \u062a\u0634\u062e\u06cc\u0635 \u0645\u06cc \u062f\u0647\u062f. \u0648\u0642\u062a\u06cc \u0645\u0627 \u0627\u0632 \u0631\u0645\u0632\u0646\u06af\u0627\u0631 \u062f\u0648\u0645 \u0628\u0631\u0627\u06cc \u0628\u0627\u0632\u0633\u0627\u0632\u06cc \u062a\u0635\u0648\u06cc\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645\u060c \u0641\u0631\u062f \u0628 \u0631\u0627 \u0628\u0627 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0641\u0631\u062f \u0627\u0644\u0641 \u0628\u0627\u0632 \u0633\u0627\u0632\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u062f\u0631 \u0634\u06a9\u0644 \u0632\u06cc\u0631\u060c \u062a\u0635\u0648\u06cc\u0631 \u0628\u0627\u0632 \u0633\u0627\u0632\u06cc \u0634\u062f\u0647\u060c \u062c\u0632\u0626\u06cc\u0627\u062a \u0686\u0647\u0631\u0647 \u062a\u0631\u0627\u0645\u067e \u0631\u0627 \u062f\u0627\u0631\u062f\u060c \u0648\u0644\u06cc \u0628\u0627 \u0646\u06af\u0647 \u062f\u0627\u0634\u062a\u0646 \u062d\u0627\u0644\u0627\u062a \u0686\u0647\u0631\u0647 \u062f\u0631 \u0648\u06cc\u062f\u06cc\u0648\u06cc \u0645\u0628\u062f\u0627.<\/p>\n<p><img decoding=\"async\" class=\"alignleft wp-image-2423 \" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u062f\u0648\u0646\u0627\u0644\u062f-\u062a\u0631\u0627\u0645\u067e-\u0645\u0642\u0627\u06cc\u0633\u0647.png\" alt=\"\" width=\"496\" height=\"279\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u062f\u0648\u0646\u0627\u0644\u062f-\u062a\u0631\u0627\u0645\u067e-\u0645\u0642\u0627\u06cc\u0633\u0647.png 640w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u062f\u0648\u0646\u0627\u0644\u062f-\u062a\u0631\u0627\u0645\u067e-\u0645\u0642\u0627\u06cc\u0633\u0647-300x169.png 300w\" sizes=\"(max-width: 496px) 100vw, 496px\" \/><img decoding=\"async\" class=\"alignnone wp-image-2424 \" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u062f\u0648\u0646\u0627\u0644\u062f-\u062a\u0631\u0627\u0645\u067e.jpeg\" alt=\"\" width=\"285\" height=\"285\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u062f\u0648\u0646\u0627\u0644\u062f-\u062a\u0631\u0627\u0645\u067e.jpeg 256w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u062f\u0648\u0646\u0627\u0644\u062f-\u062a\u0631\u0627\u0645\u067e-150x150.jpeg 150w\" sizes=\"(max-width: 285px) 100vw, 285px\" \/><\/p>\n<h2><strong>\u062a\u0635\u0648\u06cc\u0631 :<\/strong><\/h2>\n<p>\u0642\u0628\u0644 \u0627\u0632 \u0622\u0645\u0648\u0632\u0634\u060c \u0645\u0627 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u0645 \u062a\u0627 \u0647\u0632\u0627\u0631\u0627\u0646 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0632 \u0647\u0631 \u062f\u0648 \u0634\u062e\u0635 \u0622\u0645\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645. \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u06cc\u06a9 \u0645\u06cc\u0627\u0646\u0628\u0631 \u0628\u0632\u0646\u06cc\u0645 \u0648 \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u062a\u0634\u062e\u06cc\u0635 \u0686\u0647\u0631\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0686\u0647\u0631\u0647 \u0631\u0627 \u0627\u0632 \u0648\u06cc\u062f\u06cc\u0648 \u0647\u0627\u06cc \u0622\u0646 \u0647\u0627 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u06a9\u0646\u06cc\u0645. \u0632\u0645\u0627\u0646 \u0642\u0627\u0628\u0644 \u0645\u0644\u0627\u062d\u0638\u0647 \u0627\u06cc \u0631\u0627 \u0635\u0631\u0641 \u0628\u0627\u0644\u0627 \u0628\u0631\u062f\u0646 \u06a9\u06cc\u0641\u06cc\u062a \u062a\u0635\u0627\u0648\u06cc\u0631\u0686\u0647\u0631\u0647 \u062e\u0648\u062f \u06a9\u0646\u06cc\u062f. \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0628\u0627\u0639\u062b \u0645\u06cc \u0634\u0648\u062f \u0646\u062a\u0627\u06cc\u062c \u0646\u0647\u0627\u06cc\u06cc \u0628\u0647\u0628\u0648\u062f \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u0646\u062f.<\/p>\n<ul>\n<li>\u062a\u0635\u0627\u0648\u06cc\u0631\u06cc \u06a9\u0647 \u0686\u0647\u0631\u0647 \u06cc \u0628\u06cc\u0634 \u0627\u0632 \u06cc\u06a9 \u0641\u0631\u062f \u062f\u0631 \u0622\u0646 \u0647\u0627 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u0631\u0627 \u062d\u0630\u0641 \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\u0645\u0637\u0645\u0626\u0646 \u0634\u0648\u06cc\u062f \u0648\u06cc\u062f\u06cc\u0648 \u0647\u0627\u06cc \u0641\u0631\u0627\u0648\u0627\u0646 \u0648 \u0645\u062a\u0641\u0627\u0648\u062a\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f. \u062a\u0635\u0627\u0648\u06cc\u0631 \u0686\u0647\u0631\u0647 \u0627\u0632 \u0698\u0633\u062a \u0647\u0627\u06cc \u0645\u062a\u0641\u0627\u0648\u062a\u060c \u0632\u0627\u0648\u06cc\u0647 \u0686\u0647\u0631\u0647 \u0648 \u062d\u0627\u0644\u0627\u062a \u0645\u062d\u062a\u0644\u0641 \u0631\u0627 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\u0647\u0631 \u062a\u0635\u0648\u06cc\u0631\u06cc \u0628\u0627 \u06a9\u06cc\u0641\u06cc\u062a \u0628\u062f\u060c \u0631\u0646\u06af \u0647\u0627\u06cc \u0628\u0647\u0645 \u0631\u06cc\u062e\u062a\u0647\u060c \u06a9\u0648\u0686\u06a9\u060c \u0646\u0648\u0631 \u0628\u062f \u06cc\u0627 \u062a\u0635\u0627\u0648\u06cc\u0631\u06cc \u06a9\u0647 \u0686\u0647\u0631\u0647 \u062f\u0631 \u0622\u0646 \u0647\u0627 \u0645\u0634\u062e\u0635 \u0646\u0628\u0627\u0634\u062f \u0631\u0627 \u0628\u0627\u06cc\u062f \u062d\u0630\u0641 \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0645\u0634\u0627\u0628\u0647 \u0627\u0632 \u062f\u0648 \u0641\u0631\u062f\u060c \u0645\u0627\u0646\u0646\u062f \u062a\u0635\u0627\u0648\u06cc\u0631\u06cc \u0628\u0627 \u0686\u0647\u0631\u0647 \u06cc\u06a9 \u0634\u06a9\u0644\u060c \u0628\u0647 \u0646\u062a\u06cc\u062c\u0647 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f.<\/li>\n<\/ul>\n<p><img decoding=\"async\" class=\"wp-image-2442  aligncenter\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0641\u0631\u062f-\u0627\u0644\u0641-\u0648-\u0628.jpeg\" alt=\"Deepfake \u0641\u0631\u062f \u0627\u0644\u0641 \u0648 \u0628\" width=\"642\" height=\"332\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0641\u0631\u062f-\u0627\u0644\u0641-\u0648-\u0628.jpeg 700w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0641\u0631\u062f-\u0627\u0644\u0641-\u0648-\u0628-300x155.jpeg 300w\" sizes=\"(max-width: 642px) 100vw, 642px\" \/><\/p>\n<p>\u0645\u0627 \u0646\u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u0631\u0645\u0632\u0646\u06af\u0627\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0645\u0627 \u062a\u0646\u0647\u0627 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0648\u0631\u0648\u062f\u06cc \u0622\u0645\u0648\u0632\u0634 \u0631\u0627 \u0628\u0647 \u06cc\u0627\u062f \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f \u0648 \u0645\u0633\u062a\u0642\u06cc\u0645\u0627 \u062f\u06cc\u06af\u0631\u06cc \u0631\u0627 \u0634\u0628\u06cc\u0647 \u0633\u0627\u0632\u06cc \u06a9\u0646\u062f. \u0628\u0647 \u06cc\u0627\u062f \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u062a\u0645\u0627\u0645 \u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a \u0627\u0645\u06a9\u0627\u0646 \u067e\u0630\u06cc\u0631 \u0646\u06cc\u0633\u062a\u0646\u062f. \u0645\u0627 \u0627\u0632 \u0641\u0631\u0627\u06cc\u0646\u062f \u0647\u0627\u06cc \u062d\u0630\u0641 \u0646\u0648\u06cc\u0632 ( Denoising ) \u0628\u0631\u0627\u06cc \u0645\u0639\u0631\u0641\u06cc \u0627\u0646\u0648\u0627\u0639 \u062f\u0627\u062f\u0647 \u0648 \u0622\u0645\u0648\u0632\u0634 \u0647\u0648\u0634\u0645\u0646\u062f\u0627\u0646\u0647 \u0631\u0645\u0632\u0646\u06af\u0627\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u0627\u0635\u0637\u0644\u0627\u062d \u062d\u0630\u0641 \u0646\u0648\u06cc\u0632 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u06af\u0645\u0631\u0627\u0647 \u06a9\u0646\u0646\u062f\u0647 \u0628\u0627\u0634\u062f. \u0645\u0641\u0647\u0648\u0645 \u0627\u0635\u0644\u06cc \u0622\u0646 \u062a\u063a\u06cc\u06cc\u0631 \u0634\u06a9\u0644 \u062f\u0627\u062f\u0646 \u0628\u0639\u0636\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0633\u062a \u0648\u0644\u06cc \u0645\u0627 \u0627\u0646\u062a\u0638\u0627\u0631 \u062f\u0627\u0631\u06cc\u0645 \u0631\u0645\u0632\u0646\u06af\u0627\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0647\u0648\u0634\u0645\u0646\u062f\u0627\u0646\u0647 \u0628\u062a\u0648\u0627\u0646\u062f \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u063a\u06cc\u0631 \u0637\u0628\u06cc\u0639\u06cc \u062c\u0632\u0626\u06cc \u0631\u0627 \u0646\u0627\u062f\u06cc\u062f\u0647 \u0628\u06af\u06cc\u0631\u062f \u0648 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0635\u0644\u06cc \u0631\u0627 \u0628\u0627\u0632 \u0633\u0627\u0632\u06cc \u06a9\u0646\u062f. \u0628\u0647 \u0639\u0628\u0627\u0631\u062a \u062f\u06cc\u06af\u0631\u060c \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0647\u0645 \u0631\u0627 \u0628\u0647 \u062e\u0627\u0637\u0631 \u0628\u0633\u067e\u0627\u0631\u062f \u0648 \u0645\u062a\u063a\u06cc\u0631 \u0647\u0627\u06cc \u063a\u06cc\u0631 \u0636\u0631\u0648\u0631\u06cc \u0631\u0627 \u0646\u0627\u062f\u06cc\u062f\u0647 \u0628\u06af\u06cc\u0631\u062f. \u0628\u0627 \u062a\u06a9\u0631\u0627\u0631 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u062f\u0631 \u062f\u0641\u0639\u0627\u062a \u0632\u06cc\u0627\u062f\u060c \u0646\u0627\u0647\u0646\u062c\u0627\u0631\u06cc \u0647\u0627\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u06cc\u06a9 \u062f\u06cc\u06af\u0631 \u0631\u0627 \u062e\u0646\u062b\u06cc \u0645\u06cc \u06a9\u0646\u0646\u062f \u0648 \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a \u0627\u0632 \u06cc\u0627\u062f \u0628\u0631\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f. \u0686\u06cc\u0632\u06cc \u06a9\u0647 \u0628\u0627\u0642\u06cc \u0645\u06cc \u0645\u0627\u0646\u062f\u060c \u0627\u0644\u06af\u0648\u06cc \u0627\u0635\u0644\u06cc \u0627\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0645\u0627 \u0627\u0647\u0645\u06cc\u062a \u062f\u0627\u0631\u062f.<\/p>\n<p>\u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0686\u0647\u0631\u0647 \u0645\u0627\u060c \u06cc\u06a9 \u0634\u0628\u06a9\u0647 \u06f5*\u06f5 \u0627\u0632 \u0646\u0642\u0627\u0637 \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0631\u062f\u0647&nbsp; \u0648 \u0622\u0646 \u0647\u0627 \u0631\u0627 \u0627\u0646\u062f\u06a9\u06cc \u0646\u0633\u0628\u062a \u0628\u0647 \u0645\u06a9\u0627\u0646 \u0622\u0646 \u0647\u0627 \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0635\u0644\u06cc \u062c\u0627\u0628\u062c\u0627 \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u0645\u0627 \u0627\u0632 \u06cc\u06a9 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0633\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u0627\u0639\u0648\u062c\u0627\u062c \u062a\u0635\u0648\u06cc\u0631 \u0628\u0631 \u0645\u0628\u0646\u0627\u06cc \u0646\u0642\u0627\u0637 \u062c\u0627\u0628\u062c\u0627 \u0634\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u062d\u062a\u06cc \u062a\u0635\u0648\u06cc\u0631 \u0627\u0639\u0648\u062c\u0627\u062c \u06cc\u0627\u0641\u062a\u0647 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u062f\u0631\u0633\u062a \u0628\u0647 \u0646\u0638\u0631 \u0646\u06cc\u0627\u06cc\u062f\u060c \u0627\u0645\u0627 \u0627\u06cc\u0646 \u0627\u062e\u062a\u0644\u0627\u0644\u06cc ( Noise ) \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0645\u0639\u0631\u0641\u06cc \u06a9\u0646\u06cc\u0645. \u0633\u067e\u0633 \u0645\u0627 \u0627\u0632 \u06cc\u06a9 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u062a\u0631 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a\u0646 \u062a\u0635\u0648\u06cc\u0631 \u0647\u062f\u0641 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0634\u0628\u06a9\u0647 \u0646\u0642\u0627\u0637 \u062c\u0627\u0628\u062c\u0627 \u0634\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u062a\u0627 \u062d\u062f \u0627\u0645\u06a9\u0627\u0646 \u0628\u0647 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0647\u062f\u0641 \u0634\u0628\u06cc\u0647 \u0628\u0627\u0634\u0646\u062f.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"700\" height=\"496\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0627\u0639\u0648\u062c\u0627\u062c.jpeg\" alt=\"\" class=\"wp-image-2449\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0627\u0639\u0648\u062c\u0627\u062c.jpeg 700w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0627\u0639\u0648\u062c\u0627\u062c-300x213.jpeg 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure><\/div>\n\n\n<p>\u0628\u0647 \u0646\u0638\u0631 \u0639\u062c\u06cc\u0628 \u0645\u06cc \u0622\u06cc\u062f \u0648\u0644\u06cc \u0627\u06cc\u0646 \u0628\u0627\u0639\u062b \u0645\u06cc \u0634\u0648\u062f \u0631\u0645\u0632\u0646\u06af\u0627\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0645\u062c\u0628\u0648\u0631 \u0634\u0648\u062f \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0631\u0627 \u06cc\u0627\u062f \u0628\u06af\u06cc\u0631\u062f.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"1000\" height=\"406\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0627\u0639\u0648\u062c\u0627\u062c-\u0622\u0645\u0648\u0632\u0634.jpeg\" alt=\"\" class=\"wp-image-2450\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0627\u0639\u0648\u062c\u0627\u062c-\u0622\u0645\u0648\u0632\u0634.jpeg 1000w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0627\u0639\u0648\u062c\u0627\u062c-\u0622\u0645\u0648\u0632\u0634-300x122.jpeg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0627\u0639\u0648\u062c\u0627\u062c-\u0622\u0645\u0648\u0632\u0634-768x312.jpeg 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/figure><\/div>\n\n\n<p>\u0628\u0631\u0627\u06cc \u0631\u0633\u06cc\u062f\u06af\u06cc \u0628\u0647\u062a\u0631 \u0628\u0647 \u0698\u0633\u062a \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u060c \u0632\u0648\u0627\u06cc\u0627 \u0648 \u0645\u06a9\u0627\u0646 \u0647\u0627\u06cc \u0686\u0647\u0631\u0647\u060c \u0645\u0627 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0627\u0632 \u062a\u0642\u0648\u06cc\u062a \u062a\u0635\u0648\u06cc\u0631 \u0628\u0631\u0627\u06cc \u063a\u0646\u06cc \u0633\u0627\u0632\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0622\u0645\u0648\u0632\u0634 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u062f\u0631 \u0637\u0648\u0644 \u0622\u0645\u0648\u0632\u0634\u060c \u0645\u0627 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0686\u0647\u0631\u0647 \u0631\u0627 \u062f\u0631 \u0645\u062d\u062f\u0648\u062f\u0647 \u06cc \u0645\u0634\u062e\u0635\u06cc \u0628\u0647 \u0635\u0648\u0631\u062a \u062a\u0635\u0627\u062f\u0641\u06cc \u0686\u0631\u062e\u0634\u060c \u0628\u0632\u0631\u06af\u0646\u0645\u0627\u06cc\u06cc\u060c \u0628\u0631\u06af\u0631\u062f\u0627\u0646\u06cc \u06cc\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u0627\u0628\u0639\u0627\u062f \u0645\u06cc \u062f\u0647\u06cc\u0645.<\/p>\n<h2><strong>\u0645\u062f\u0644 \u0634\u0628\u06a9\u0647 \u0639\u0645\u06cc\u0642<\/strong><\/h2>\n<p>\u0628\u06af\u0630\u0627\u0631\u06cc\u062f \u06cc\u06a9 \u0648\u0642\u0641\u0647 \u06a9\u0648\u062a\u0627\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645 \u062a\u0627 \u0646\u0634\u0627\u0646 \u062f\u0647\u06cc\u0645 \u0631\u0645\u0632\u0646\u06af\u0627\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0686\u06af\u0648\u0646\u0647 \u0628\u0647 \u0646\u0638\u0631 \u0645\u06cc \u0622\u06cc\u062f. ( \u0628\u0631\u062e\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0648\u0644\u06cc\u0647 \u062f\u0631 \u0645\u0648\u0631\u062f <a href=\"https:\/\/shahaab-co.ir\/mag\/edu\/deep-learning\/deep-neural-network-implementation-in-matlab-convolution\/\" target=\"_blank\" rel=\"noopener\">\u0634\u0628\u06a9\u0647 \u0639\u0645\u06cc\u0642 \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc ( CNN )<\/a> \u062f\u0631 \u0627\u06cc\u0646 \u0628\u062e\u0634 \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0627\u0633\u062a. ) &nbsp;\u0631\u0645\u0632\u0646\u06af\u0627\u0631 \u0627\u0632 \u06f5 \u0644\u0627\u06cc\u0647 \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627 \u0648 \u06f2 \u0644\u0627\u06cc\u0647 \u0645\u062a\u0631\u0627\u06a9\u0645 \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0633\u067e\u0633 \u0627\u0632 \u06cc\u06a9 \u0644\u0627\u06cc\u0647 \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc \u0628\u0631\u0627\u06cc \u0646\u0645\u0648\u0646\u0647 \u0628\u0631\u062f\u0627\u0631\u06cc \u0627\u0632 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f. \u0631\u0645\u0632\u06af\u0634\u0627 \u0627\u062f\u0627\u0645\u0647 \u0646\u0645\u0648\u0646\u0647 \u0628\u0631\u062f\u0627\u0631\u06cc \u0631\u0627 \u0628\u0627 \u06f4 \u0644\u0627\u06cc\u0647 \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc \u06cc\u0627 \u0628\u06cc\u0634\u062a\u0631 \u0627\u062f\u0627\u0645\u0647 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a \u062a\u0635\u0648\u06cc\u0631 \u06f6\u06f4*\u06f6\u06f4 \u0631\u0627 \u0628\u0627\u0632\u0633\u0627\u0632\u06cc \u06a9\u0646\u062f.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"700\" height=\"275\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0645\u062f\u0644-\u0634\u0628\u06a9\u0647.png\" alt=\"\" class=\"wp-image-2451\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0645\u062f\u0644-\u0634\u0628\u06a9\u0647.png 700w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0645\u062f\u0644-\u0634\u0628\u06a9\u0647-300x118.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure><\/div>\n\n\n<p>\u0628\u0631\u0627\u06cc \u0646\u0645\u0648\u0646\u0647 \u0628\u0631\u062f\u0627\u0631\u06cc \u0627\u0628\u0639\u0627\u062f \u0641\u0636\u0627\u06cc\u06cc\u060c \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644 \u0627\u0632 \u06f1\u06f6*\u06f1\u06f6 \u062a\u0627 \u06f3\u06f2*\u06f3\u06f2 \u0627\u0632 \u06cc\u06a9 \u0641\u06cc\u0644\u062a\u0631 \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc ( \u06cc\u06a9 \u0641\u06cc\u0644\u062a\u0631 \u06f3*\u06f3*\u06f2\u06f5\u06f6*\u06f5\u06f1\u06f2 ) \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u0644\u0627\u06cc\u0647 (\u06f1\u06f6,\u06f1\u06f6,\u06f2\u06f5\u06f6) \u0631\u0627 \u0628\u0647 (\u06f1\u06f6*\u06f1\u06f6*\u06f5\u06f1\u06f2) \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0646\u06cc\u0645. \u0633\u067e\u0633 \u0622\u0646 \u0631\u0627 \u0628\u0647 (\u06f3\u06f2,\u06f3\u06f2,\u06f1\u06f2\u06f8) \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<h2><strong>\u0645\u0634\u06a9\u0644<\/strong><\/h2>\n<p>\u0628\u06cc\u0634 \u0627\u0632 \u062d\u062f \u0647\u06cc\u062c\u0627\u0646 \u0632\u062f\u0647 \u0646\u0634\u0648\u06cc\u062f. \u0627\u06af\u0631 \u0634\u0645\u0627 \u0627\u0632 \u06cc\u06a9 \u0631\u0648\u0634 \u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0646\u0627\u062f\u0631\u0633\u062a\u060c \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0646\u0627\u0645\u0646\u0627\u0633\u0628 \u06cc\u0627 \u0645\u062f\u0644\u06cc \u06a9\u0647 \u0628\u0647 \u062f\u0631\u0633\u062a\u06cc \u0622\u0645\u0648\u0632\u0634 \u062f\u0627\u062f\u0647 \u0646\u0634\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f\u060c \u0646\u062a\u0627\u06cc\u062c \u0648\u06cc\u062f\u06cc\u0648 \u0632\u06cc\u0631 \u0631\u0627 \u0628\u062f\u0633\u062a \u062e\u0648\u0627\u0647\u06cc\u062f \u0622\u0648\u0631\u062f. ( \u0628\u0647 \u0686\u0646\u062f \u062b\u0627\u0646\u06cc\u0647 \u062d\u062f\u0648\u062f \u06f3:\u06f3\u06f7 \u062f\u0642\u062a \u06a9\u0646\u06cc\u062f.)<\/p>\n<div id=\"44168776960\"><script type=\"text\/JavaScript\" src=\"https:\/\/www.aparat.com\/embed\/HFN9B?data[rnddiv]=44168776960&amp;data[responsive]=yes\"><\/script><\/div>\n<p><\/p>\n<p>\u0645\u062d\u062f\u0648\u062f\u0647 \u0686\u0647\u0631\u0647 \u062d\u0627\u0644\u062a \u0686\u0634\u0645\u06a9 \u0632\u0646\u060c \u0645\u062d\u0648 \u0634\u062f\u06af\u06cc \u0628\u0627 \u062f\u0631\u0647\u0645 \u0622\u0645\u06cc\u062e\u062a\u06af\u06cc \u0631\u0646\u06af\u06cc \u062f\u0627\u0631\u062f. \u0648 \u062d\u0627\u0634\u06cc\u0647 \u0647\u0627\u06cc \u0645\u0634\u062e\u0635\u06cc \u062f\u0631 \u0627\u0637\u0631\u0627\u0641 \u0686\u0647\u0631\u0647 \u062f\u06cc\u062f\u0647 \u0645\u06cc \u0634\u0648\u0646\u062f. \u0645\u0627\u0646\u0646\u062f \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0645\u0631\u062f\u0645 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\u062e\u0648\u0631\u062f\u0647 \u0647\u0646\u0648\u0632 \u0647\u0645 \u0628\u0647 \u062a\u0635\u0648\u06cc\u0631 \u0647\u062f\u0641 \u0647\u0645 \u062e\u0648\u0627\u0646\u06cc \u0646\u062f\u0627\u0631\u062f. \u067e\u0633 \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u06f6\u060c \u0645\u0627 \u0646\u0648\u0627\u062e\u062a \u0631\u0646\u06af \u0648 \u0646\u0648\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0628\u0631\u0634 \u062e\u0648\u0631\u062f\u0647 \u0631\u0627 \u062a\u0646\u0638\u06cc\u0645 \u0645\u06cc \u06a9\u0646\u06cc\u0645&nbsp; \u062a\u0627 \u0628\u0647 \u062a\u0635\u0648\u06cc\u0631 \u0647\u062f\u0641 \u0634\u0628\u06cc\u0647 \u0634\u0648\u062f. \u0647\u0646\u0648\u0632 \u0647\u0645 \u0628\u0647 \u0627\u0646\u062f\u0627\u0632\u0647 \u06a9\u0627\u0641\u06cc \u062e\u0648\u0628 \u0646\u06cc\u0633\u062a \u0648\u0644\u06cc \u0628\u0631\u0627\u06cc \u0632\u062d\u0645\u062a \u06a9\u0645\u06cc \u06a9\u0647 \u06a9\u0634\u06cc\u062f\u06cc\u0645 \u0628\u062f \u0646\u06cc\u0633\u062a.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"612\" height=\"1024\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u062a\u063a\u06cc\u06cc\u0631-\u0686\u0647\u0631\u0647-\u0645\u0627\u0633\u06a9-1-612x1024.jpeg\" alt=\"\" class=\"wp-image-2456\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u062a\u063a\u06cc\u06cc\u0631-\u0686\u0647\u0631\u0647-\u0645\u0627\u0633\u06a9-1-612x1024.jpeg 612w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u062a\u063a\u06cc\u06cc\u0631-\u0686\u0647\u0631\u0647-\u0645\u0627\u0633\u06a9-1-179x300.jpeg 179w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u062a\u063a\u06cc\u06cc\u0631-\u0686\u0647\u0631\u0647-\u0645\u0627\u0633\u06a9-1.jpeg 700w\" sizes=\"(max-width: 612px) 100vw, 612px\" \/><\/figure><\/div>\n\n\n<p>\u062f\u0631 DeepFake \u0647\u0627\u060c \u06cc\u06a9 \u0645\u0627\u0633\u06a9 \u0628\u0631 \u0631\u0648\u06cc \u0686\u0647\u0631\u0647 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647\u060c \u0633\u0627\u062e\u062a\u0647 \u0645\u06cc \u0634\u0648\u062f \u062a\u0627 \u0622\u0646 \u0631\u0627 \u0628\u0627 \u0648\u06cc\u062f\u06cc\u0648 \u0647\u062f\u0641 \u062a\u0637\u0627\u0628\u0642 \u062f\u0647\u062f. \u0628\u0631\u0627\u06cc \u062d\u0630\u0641 \u0628\u06cc\u0634\u062a\u0631 \u0646\u0627\u0647\u0645\u0627\u0647\u0646\u06af\u06cc \u0647\u0627\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645:<\/p>\n<ul>\n<li>\u06cc\u06a9 \u0641\u06cc\u0644\u062a\u0631 \u06af\u0631\u0627\u062f\u06cc\u0627\u0646 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u0645\u0631\u0632 \u0647\u0627\u06cc \u0645\u0627\u0633\u06a9 \u0631\u0627 \u06a9\u0627\u0647\u0634 \u062f\u0647\u062f\u060c<\/li>\n<li>\u0628\u0631\u0646\u0627\u0645\u0647 \u0631\u0627 \u0637\u0648\u0631\u06cc \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0645\u0627\u0633\u06a9 \u0631\u0627 \u0645\u0646\u0642\u0628\u0636 \u06cc\u0627 \u0645\u0646\u0628\u0633\u0637 \u06a9\u0646\u062f\u060c \u06cc\u0627<\/li>\n<li>\u0634\u06a9\u0644 \u0645\u0627\u0633\u06a9 \u0631\u0627 \u06a9\u0646\u062a\u0631\u0644 \u06a9\u0646\u06cc\u0645<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"700\" height=\"308\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0622\u0645\u0648\u0632\u0634-\u0645\u0627\u0633\u06a9.jpeg\" alt=\"\" class=\"wp-image-2457\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0622\u0645\u0648\u0632\u0634-\u0645\u0627\u0633\u06a9.jpeg 700w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0622\u0645\u0648\u0632\u0634-\u0645\u0627\u0633\u06a9-300x132.jpeg 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure><\/div>\n\n\n<p>\u0627\u06af\u0631 \u0634\u0645\u0627 \u0628\u0647 \u06cc\u06a9 \u0648\u06cc\u062f\u06cc\u0648 \u062c\u0639\u0644\u06cc \u062f\u0642\u06cc\u0642 \u062a\u0631 \u0646\u06af\u0627\u0647 \u06a9\u0646\u06cc\u062f\u060c \u0627\u062d\u062a\u0645\u0627\u0644\u0627 \u0645\u062a\u0648\u062c\u0647 \u062f\u0648\u062a\u0627\u06cc\u06cc \u0634\u062f\u0646 \u0686\u0627\u0646\u0647 \u06cc\u0627 \u0644\u0628\u0647 \u0647\u0627\u06cc \u0645\u062d\u0648 \u062e\u0648\u0627\u0647\u06cc\u062f \u0634\u062f. \u0627\u06cc\u0646 \u0627\u0632 \u0639\u0648\u0627\u0631\u0636 \u062c\u0627\u0646\u0628\u06cc \u0627\u0646\u0637\u0628\u0627\u0642 \u062f\u0648 \u062a\u0635\u0648\u06cc\u0631 \u0631\u0648\u06cc \u06cc\u06a9 \u062f\u06cc\u06af\u0631 \u0628\u0647 \u0648\u0633\u06cc\u0644\u0647 \u0645\u0627\u0633\u06a9 \u0627\u0633\u062a. \u0628\u0627 \u0648\u062c\u0648\u062f \u0628\u0647\u0628\u0648\u062f \u06a9\u06cc\u0641\u06cc\u062a \u062a\u0648\u0633\u0637 \u0645\u0627\u0633\u06a9\u060c \u0639\u0648\u0627\u0631\u0636 \u0622\u0646 \u0631\u0627 \u0646\u06cc\u0632 \u0628\u0627\u06cc\u062f \u067e\u0630\u06cc\u0631\u0641\u062a. \u0628\u0647 \u0637\u0648\u0631 \u062f\u0642\u06cc\u0642\u060c \u0628\u06cc\u0634\u062a\u0631 \u0648\u06cc\u062f\u06cc\u0648 \u0647\u0627\u06cc \u062c\u0639\u0644\u06cc \u06a9\u0647 \u0645\u0627 \u062f\u06cc\u062f\u0647 \u0627\u06cc\u0645\u060c \u0628\u062e\u0634 \u0686\u0647\u0631\u0647 \u0646\u0633\u0628\u062a \u0628\u0647 \u0628\u062e\u0634 \u0647\u0627\u06cc \u062f\u06cc\u06af\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0645\u0642\u062f\u0627\u0631\u06cc \u0645\u062d\u0648 \u0627\u0633\u062a. \u0628\u0631\u0627\u06cc \u0645\u062a\u0639\u0627\u062f\u0644 \u06a9\u0631\u062f\u0646 \u0622\u0646\u060c \u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645DeepFake &nbsp;\u0647\u0627 \u0631\u0627 \u0637\u0648\u0631\u06cc \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0642\u0628\u0644 \u0627\u0632 \u0627\u0646\u0637\u0628\u0627\u0642 \u0628\u0647 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0686\u0647\u0631\u0647 \u0641\u06cc\u0644\u062a\u0631 \u062a\u06cc\u0632 \u06a9\u0646\u0646\u062f\u06af\u06cc ( Sharpen ) \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u06cc\u06a9 \u0631\u0648\u0634 \u0622\u0632\u0645\u0648\u0646 \u0648 \u062e\u0637\u0627 \u0627\u0633\u062a \u062a\u0627 \u0628\u0647\u062a\u0631\u06cc\u0646 \u062a\u0639\u0627\u062f\u0644 \u0628\u06cc\u0646 \u062c\u0632\u0639\u06cc\u0627\u062a \u0648 \u0648\u0636\u0648\u062d \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u06cc\u0645. \u0645\u0634\u062e\u0635\u0627\u060c \u062f\u0631 \u0628\u06cc\u0634\u062a\u0631 \u0645\u0648\u0627\u0642\u0639\u060c \u0645\u0627 \u0628\u0627\u06cc\u062f \u062a\u0635\u0627\u0648\u06cc\u0631\u06cc \u0628\u0627 \u06a9\u0645\u06cc \u0645\u062d\u0648 \u0634\u062f\u06af\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u062c\u0632\u0626\u06cc\u0627\u062a \u0642\u0627\u0628\u0644 \u062a\u0634\u062e\u06cc\u0635 \u0631\u0627 \u0627\u0632 \u0628\u06cc\u0646 \u0628\u0628\u0631\u06cc\u0645.<\/p>\n<p>\u062d\u062a\u06cc \u0631\u0645\u0632\u0646\u06af\u0627\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0646\u06cc\u0632 \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u062a\u0635\u0627\u0648\u06cc\u0631\u06cc \u06a9\u0647 \u0627\u0632 \u0646\u0638\u0631 \u0646\u0648\u0627\u062e\u062a \u0631\u0646\u06af \u0628\u0627 \u0647\u062f\u0641 \u0645\u0637\u0627\u0628\u0642\u062a \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u0646\u062f\u060c \u0646\u06cc\u0627\u0632 \u0628\u0647 \u06a9\u0645\u06a9 \u062f\u0627\u0631\u062f. \u0628\u06cc\u0634\u062a\u0631 \u0641\u0639\u0627\u0644\u06cc\u062a Deepfake \u0647\u0627 \u0635\u0631\u0641 \u062a\u0646\u0638\u06cc\u0645 \u0631\u0646\u06af\u060c \u0631\u0648\u0634\u0646\u0627\u06cc\u06cc \u0648 \u06a9\u0646\u062a\u0631\u0627\u0633\u062a \u0686\u0647\u0631\u0647 \u0647\u0627 \u0628\u0631\u0627\u06cc \u0645\u0637\u0627\u0628\u0642\u062a \u0628\u0627 \u0648\u06cc\u062f\u06cc\u0648 \u0647\u062f\u0641 \u0627\u0633\u062a. \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u0632 \u0642\u0627\u0628\u0644\u06cc\u062a \u0634\u0628\u06cc\u0647 \u0633\u0627\u0632\u06cc \u06cc\u06a9 \u067e\u0627\u0631\u0686\u0647 ( Seamless Cloning ) \u062f\u0631 OpenCV&nbsp; \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0646\u0638\u06cc\u0645 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0631\u0646\u06af\u060c \u062a\u0635\u0648\u06cc\u0631 \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0631\u0627 \u0628\u0627 \u062a\u0635\u0648\u06cc\u0631 \u0647\u062f\u0641 \u062a\u0637\u0628\u06cc\u0642 \u062f\u0647\u06cc\u0645. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0628\u0639\u0636\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0645\u062e\u0631\u0628 \u0628\u0627\u0634\u0646\u062f. \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u06cc\u06a9 \u0641\u0631\u06cc\u0645 \u0631\u0627 \u0628\u0635\u0648\u0631\u062a \u0628\u06cc \u0646\u0642\u0635 \u0648 \u062f\u0642\u06cc\u0642\u06cc \u0628\u0633\u0627\u0632\u06cc\u0645. \u0648\u0644\u06cc \u0628\u0627 \u062a\u06a9\u0631\u0627\u0631 \u0622\u0646\u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0647 \u06cc\u06a9 \u062f\u0633\u062a \u0628\u0648\u062f\u0646 \u0645\u0648\u0642\u062a\u06cc \u0641\u0631\u06cc\u0645 \u0647\u0627 \u0622\u0633\u06cc\u0628 \u0648\u0627\u0631\u062f \u0634\u0648\u062f. \u0628\u06cc \u0634\u06a9\u060c \u0634\u0628\u06cc\u0647 \u0633\u0627\u0632\u06cc \u06cc\u06a9 \u067e\u0627\u0631\u0686\u0647 ( Seamless Clone ) \u062f\u0631 Deepfake \u0647\u0627 \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0635\u0644\u06cc \u062a\u0631\u06cc\u0646 \u062f\u0644\u06cc\u0644 \u0647\u0627\u06cc \u067e\u0631\u0634 \u0648 \u0646\u0627\u0647\u0645\u0627\u0647\u0646\u06af\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u0627\u0633\u062a. \u0628\u0647 \u0647\u0645\u06cc\u0646 \u062f\u0644\u06cc\u0644 \u0645\u0631\u062f\u0645 \u0645\u0639\u0645\u0648\u0644\u0627 \u0634\u0628\u06cc\u0647 \u0633\u0627\u0632\u06cc \u06cc\u06a9 \u067e\u0627\u0631\u0686\u0647 ( Seamless Clone ) \u0631\u0627 \u062e\u0627\u0645\u0648\u0634 \u0645\u06cc \u06a9\u0646\u0646\u062f \u062a\u0627 \u0628\u0628\u06cc\u0646\u0646\u062f \u067e\u0631\u0634 \u0647\u0627\u06cc \u062a\u0635\u0648\u06cc\u0631 \u06a9\u0645\u062a\u0631 \u0645\u06cc \u0634\u0648\u062f \u06cc\u0627 \u0646\u0647.<\/p>\n<p>\u06cc\u06a9\u06cc \u062f\u06cc\u06af\u0631 \u0627\u0632 \u062f\u0644\u0627\u06cc\u0644 \u0645\u0647\u0645 \u062f\u0631 \u067e\u0631\u0634 \u0648 \u0686\u0634\u0645\u06a9 \u0632\u062f\u0646 \u062a\u0635\u0627\u0648\u06cc\u0631\u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0631\u0645\u0632\u0646\u06af\u0627\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631\u062f\u0631 \u0633\u0627\u062e\u062a\u0646 \u0686\u0647\u0631\u0647 \u0647\u0627\u06cc \u0645\u0646\u0627\u0633\u0628 \u0628\u0627 \u0634\u06a9\u0633\u062a \u0645\u0648\u0627\u062c\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0628\u0631\u0627\u06cc \u0631\u0641\u0639 \u0627\u06cc\u0646 \u0645\u0634\u06a9\u0644\u060c \u0628\u0627\u06cc\u062f \u0627\u0632 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0645\u062a\u0646\u0648\u0639 \u062a\u0631\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u0645\u062f\u0644 \u0628\u0647\u0628\u0648\u062f \u06cc\u0627\u0628\u062f \u06cc\u0627 \u0627\u06cc\u0646 \u06a9\u0647 \u0627\u0632 \u062c\u0632\u0626\u06cc\u0627\u062a \u0628\u06cc\u0634\u062a\u0631 \u062f\u0631 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645. \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0646\u06cc\u0627\u0632 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645 \u062a\u0627 \u0632\u0645\u0627\u0646 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 \u0635\u0631\u0641 \u06a9\u0646\u06cc\u0645. \u062f\u0631 \u0645\u0648\u0627\u0631\u062f\u06cc \u06a9\u0647 \u0646\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0686\u0647\u0631\u0647 \u0647\u0627\u06cc \u0645\u0646\u0627\u0633\u0628\u06cc \u0628\u0631\u0627\u06cc \u0628\u0639\u0636\u06cc \u0641\u0631\u06cc\u0645 \u0647\u0627\u06cc \u0648\u06cc\u062f\u06cc\u0648 \u062a\u0648\u0644\u06cc\u062f \u06a9\u0646\u06cc\u0645\u060c \u0622\u0646 \u0641\u0631\u06cc\u0645 \u0647\u0627\u06cc \u0645\u0634\u06a9\u0644 \u062f\u0627\u0631 \u0631\u0627 \u0631\u062f ( Skip ) \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0648 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0631\u0648\u0634 \u0647\u0627\u06cc \u0627\u0644\u062d\u0627\u0642 ( Interpolation ) \u0622\u0646 \u0641\u0631\u06cc\u0645 \u0647\u0627 \u0631\u0627 \u0628\u0627\u0632 \u0633\u0627\u0632\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<h2><strong>\u0646\u0642\u0627\u0637 \u0631\u0627\u0647\u0646\u0645\u0627<\/strong><\/h2>\n<p>\u0645\u0627 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0646\u0642\u0627\u0637 \u0631\u0627\u0647\u0646\u0645\u0627 \u0686\u0647\u0631\u0647 \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0627\u0635\u0644\u06cc\u060c \u0631\u0648\u06cc \u062a\u0635\u0627\u0648\u06cc\u0631 \u0686\u0647\u0631\u0647 \u062a\u0648\u0644\u06cc\u062f \u0634\u062f\u0647 \u0627\u0639\u0648\u062c\u0627\u062c \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u0645.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"700\" height=\"362\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0646\u0642\u0627\u0637-\u0631\u0627\u0647\u0646\u0645\u0627.jpeg\" alt=\"\" class=\"wp-image-2459\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0646\u0642\u0627\u0637-\u0631\u0627\u0647\u0646\u0645\u0627.jpeg 700w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0646\u0642\u0627\u0637-\u0631\u0627\u0647\u0646\u0645\u0627-300x155.jpeg 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure><\/div>\n\n\n<p>\u0627\u06cc\u0646 \u0631\u0648\u0634\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u062f\u0631 \u0641\u06cc\u0644\u0645 \u06cc\u0627\u063a\u06cc \u06cc\u06a9 ( Rogue One ) \u0686\u0647\u0631\u0647 \u067e\u0631\u0646\u0633\u0633 \u0644\u06cc\u0627 \u062c\u0648\u0627\u0646 \u0631\u0627 \u0631\u0648\u06cc \u0686\u0647\u0631\u0647 \u0628\u0627\u0632\u06cc\u06af\u0631 \u062f\u06cc\u06af\u0631 \u0645\u0646\u0637\u0628\u0642 \u06a9\u0631\u062f\u0646\u062f.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"700\" height=\"399\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2019\/07\/deepfake-\u06cc\u0627\u063a\u06cc-\u06cc\u06a9-\u0647\u0627\u0644\u06cc\u0648\u0648\u062f.png\" alt=\"\" class=\"wp-image-2462\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/deepfake-\u06cc\u0627\u063a\u06cc-\u06cc\u06a9-\u0647\u0627\u0644\u06cc\u0648\u0648\u062f.png 700w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/deepfake-\u06cc\u0627\u063a\u06cc-\u06cc\u06a9-\u0647\u0627\u0644\u06cc\u0648\u0648\u062f-300x171.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure><\/div>\n\n\n<h2><strong>\u0645\u0627\u0633\u06a9 \u0647\u0627\u06cc \u0628\u0647\u062a\u0631<\/strong><\/h2>\n<p>\u062f\u0631 \u062a\u0644\u0627\u0634 \u0642\u0628\u0644\u060c \u0645\u0627\u0633\u06a9 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0632 \u0642\u0628\u0644 \u062a\u0646\u0638\u06cc\u0645 \u0634\u062f\u0647 \u0628\u0648\u062f. \u0627\u06af\u0631 \u0627\u0632 \u0645\u0627\u0633\u06a9\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u0628\u0647 \u062a\u0635\u0648\u06cc\u0631 \u0648\u0631\u0648\u062f\u06cc \u0648 \u0686\u0647\u0631\u0647 \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0645\u0631\u062a\u0628\u0637 \u0628\u0627\u0634\u062f\u060c \u0646\u062a\u06cc\u062c\u0647 \u0628\u0633\u06cc\u0627\u0631 \u0628\u0647\u062a\u0631\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u06af\u0631\u0641\u062a.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"700\" height=\"308\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0622\u0645\u0648\u0632\u0634-\u0645\u0627\u0633\u06a9-\u0645\u0631\u062a\u0628\u0637.jpeg\" alt=\"\" class=\"wp-image-2463\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0622\u0645\u0648\u0632\u0634-\u0645\u0627\u0633\u06a9-\u0645\u0631\u062a\u0628\u0637.jpeg 700w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0622\u0645\u0648\u0632\u0634-\u0645\u0627\u0633\u06a9-\u0645\u0631\u062a\u0628\u0637-300x132.jpeg 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure><\/div>\n\n\n<p>\u0628\u06af\u0630\u0627\u0631\u06cc\u062f \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0645\u0648\u0644\u062f \u062a\u062e\u0627\u0635\u0645\u06cc (Generative Adversary Networks &nbsp;) \u0631\u0627 \u0645\u0639\u0631\u0641\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<h2><strong>\u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc&nbsp; <\/strong><strong>Generative Adversary Networks ) GAN )<\/strong><\/h2>\n<p>\u062f\u0631 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0645\u0648\u0644\u062f \u062a\u062e\u0627\u0635\u0645\u06cc ( GAN )\u060c \u0645\u0627 \u06cc\u06a9 \u062a\u0641\u06a9\u06cc\u06a9 \u06a9\u0646\u0646\u062f\u0647 ( Discriminator ) \u0634\u0628\u06a9\u0647 \u0639\u0645\u06cc\u0642 ( \u06cc\u06a9 \u062f\u0633\u062a\u0647 \u0628\u0646\u062f\u06cc \u06a9\u0646\u0646\u062f\u0647 ( Classifier ) \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0639\u0635\u0628\u06cc \u06a9\u0627\u0646\u0648\u0644\u0648\u0634\u0646\u06cc ( CNN ) ) \u0631\u0627 \u0645\u0639\u0631\u0641\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u0645\u0634\u062e\u0635 \u06a9\u0646\u062f \u06a9\u0647 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0686\u0647\u0631\u0647\u060c \u062a\u0635\u0627\u0648\u06cc\u0631 \u0627\u0635\u0644\u06cc \u0647\u0633\u062a\u0646\u062f \u06cc\u0627 \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631. \u0648\u0642\u062a\u06cc \u0645\u0627 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0648\u0627\u0642\u0639\u06cc \u0631\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u062a\u0641\u06a9\u06cc\u06a9 \u06a9\u0646\u0646\u062f\u0647 \u0645\u06cc \u062f\u0647\u06cc\u0645\u060c \u0628\u0647 \u062a\u0641\u06a9\u06cc\u06a9 \u06a9\u0646\u0646\u062f\u0647 \u0622\u0645\u0648\u0632\u0634 \u0645\u06cc \u062f\u0647\u06cc\u0645 \u062a\u0627 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0648\u0627\u0642\u0639\u06cc \u0631\u0627 \u0628\u0647\u062a\u0631 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06a9\u0646\u062f. \u0648\u0642\u062a\u06cc \u0645\u0627 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u062a\u0648\u0633\u0637 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0631\u0627 \u0628\u0647 \u062a\u0641\u06a9\u06cc\u06a9 \u06a9\u0646\u0646\u062f\u0647 \u0628\u062f\u0647\u06cc\u0645\u060c \u0627\u0632 \u0622\u0646 \u062c\u0647\u062a \u0622\u0645\u0648\u0632\u0634 \u0631\u0645\u0632\u0646\u06af\u0627\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a\u0646 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0648\u0627\u0642\u0639\u06cc \u062a\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u0645\u0627 \u0627\u06cc\u0646 \u0631\u0627 \u0628\u0647 \u06cc\u06a9 \u067e\u0631\u0648\u0633\u0647 \u062a\u06a9\u0631\u0627\u0631 \u0634\u0648\u0646\u062f\u0647 \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u062a\u0627 \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a \u062a\u0635\u0627\u0648\u06cc\u0631 \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0632 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0627\u0635\u0644\u06cc \u0642\u0627\u0628\u0644 \u062a\u0634\u062e\u06cc\u0635 \u0646\u0628\u0627\u0634\u0646\u062f.<\/p>\n<p>\u0627\u0636\u0627\u0641\u0647 \u0628\u0631 \u0622\u0646\u060c \u0631\u0645\u0632\u06af\u0634\u0627 \u0645\u0627 \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0645\u0627\u0633\u06a9 \u0647\u0627\u060c \u062a\u0635\u0627\u0648\u06cc\u0631 \u0631\u0627 \u0647\u0645 \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc \u06a9\u0646\u062f. \u0686\u0648\u0646 \u0627\u06cc\u0646 \u0645\u0627\u0633\u06a9 \u0647\u0627 \u062a\u0648\u0633\u0637 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0622\u0645\u0648\u0632\u0634 \u06cc\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0622\u0645\u0648\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0646\u062f\u060c \u0631\u0645\u0632\u06af\u0634\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062a\u0635\u0627\u0648\u06cc\u0631 \u0631\u0627 \u0628\u0647\u062a\u0631 \u0645\u0627\u0633\u06a9 \u06a9\u0646\u062f \u0648 \u062a\u0628\u062f\u06cc\u0644 ( Transition ) \u06cc\u06a9 \u0646\u0648\u0627\u062e\u062a \u062a\u0631\u06cc \u0628\u0631\u0627\u06cc \u0631\u0633\u06cc\u062f\u0646 \u0628\u0647 \u062a\u0635\u0648\u06cc\u0631 \u0647\u062f\u0641 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062a\u0635\u0627\u0648\u06cc\u0631 \u06a9\u0647 \u062f\u0631 \u0627\u0646 \u0686\u06cc\u0632\u06cc \u062f\u0631 \u062c\u0644\u0648 \u0628\u062e\u0634\u06cc \u0627\u0632 \u0686\u0647\u0631\u0647 \u0642\u0631\u0627\u0631 \u06af\u0631\u0641\u062a\u0647 \u0648 \u0686\u0647\u0631\u0647 \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0627\u0645\u0644 \u0645\u0634\u062e\u0635 \u0646\u06cc\u0633\u062a \u0631\u0627 \u0628\u0647\u062a\u0631 \u0631\u0633\u06cc\u062f\u06af\u06cc \u06a9\u0646\u062f. \u062f\u0631 \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0648\u06cc\u062f\u06cc\u0648 \u0647\u0627\u06cc \u062c\u0639\u0644\u06cc\u060c \u0648\u0642\u062a\u06cc \u0628\u062e\u0634\u06cc \u0627\u0632 \u0686\u0647\u0631\u0647 \u062a\u0648\u0633\u0637 \u06cc\u06a9 \u062f\u0633\u062a \u0645\u0633\u062f\u0648\u062f \u0634\u062f\u0647\u060c \u0648\u06cc\u062f\u06cc\u0648 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0686\u0634\u0645\u06a9 \u0632\u0646 \u06cc\u0627 \u067e\u0648\u0634\u0627\u0646\u062f\u0647 \u0634\u0648\u062f. \u0628\u0627 \u06cc\u06a9 \u0645\u0627\u0633\u06a9 \u0628\u0647\u062a\u0631\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u062e\u0634 \u0645\u0633\u062f\u0648\u062f \u062a\u0635\u0648\u06cc\u0631 \u0631\u0627 \u062f\u0631 \u0686\u0647\u0631\u0647 \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0645\u0627\u0633\u06a9 \u06a9\u0631\u062f\u0647 \u0648 \u0648 \u0622\u0646 \u0642\u0633\u0645\u062a \u0631\u0627 \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0647\u062f\u0641 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"1000\" height=\"399\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0645\u0648\u0644\u062f-\u062a\u062e\u0627\u0635\u0645\u06cc-gan.jpeg\" alt=\"\" class=\"wp-image-2467\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0645\u0648\u0644\u062f-\u062a\u062e\u0627\u0635\u0645\u06cc-gan.jpeg 1000w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0645\u0648\u0644\u062f-\u062a\u062e\u0627\u0635\u0645\u06cc-gan-300x120.jpeg 300w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0634\u0628\u06a9\u0647-\u0647\u0627\u06cc-\u0645\u0648\u0644\u062f-\u062a\u062e\u0627\u0635\u0645\u06cc-gan-768x306.jpeg 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><\/figure><\/div>\n\n\n<p>\u0628\u0627 \u0648\u062c\u0648\u062f \u0627\u06cc\u0646 \u06a9\u0647 \u0634\u0628\u06a9\u0647 \u0647\u0627\u06cc \u0645\u0648\u0644\u062f \u062a\u062e\u0627\u0635\u0645\u06cc ( GAN ) \u0628\u0633\u06cc\u0627\u0631 \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0647\u0633\u062a\u0646\u062f\u060c \u0645\u062f\u062a \u0632\u0645\u0627\u0646 \u0632\u06cc\u0627\u062f\u06cc \u0648 \u0633\u0637\u062d \u062a\u062e\u0635\u0635 \u0628\u0627\u0644\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u062f\u0631\u0633\u062a \u0622\u0646 \u0646\u06cc\u0627\u0632 \u0627\u0633\u062a. \u0628\u0647 \u0647\u0645\u06cc\u0646 \u062f\u0644\u06cc\u0644 \u0631\u0648\u0634 \u0645\u0639\u0645\u0648\u0644\u06cc \u0646\u06cc\u0633\u062a\u060c \u0628\u0627 \u0627\u06cc\u0646 \u06a9\u0647 \u0628\u0627\u06cc\u062f \u0628\u0627\u0634\u062f.<\/p>\n<h2><strong>\u062a\u0648\u0627\u0628\u0639 \u0636\u0631\u0631 ( Loss Function )<\/strong><\/h2>\n<p>\u062f\u0631 \u06a9\u0646\u0627\u0631 \u0647\u0632\u06cc\u0646\u0647 \u0632\u0645\u0627\u0646\u06cc \u0648 \u067e\u0631\u062f\u0627\u0632\u0634\u06cc \u0628\u0627\u0632\u0633\u0627\u0632\u06cc\u060c \u0634\u0628\u06a9\u0647 \u0645\u0648\u0644\u062f \u062a\u062e\u0627\u0635\u0645\u06cc ( GAN ) \u0647\u0632\u06cc\u0646\u0647 \u0647\u0627\u06cc \u062a\u0641\u06a9\u06cc\u06a9 \u06a9\u0646\u0646\u062f\u0647 \u0648 \u0633\u0627\u0632\u0646\u062f\u0647 \u0631\u0627 \u0646\u06cc\u0632 \u0628\u0647 \u0622\u0645\u0648\u0632\u0634 \u0645\u062f\u0644 \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc \u06a9\u0646\u062f. \u062f\u0631 \u0648\u0627\u0642\u0639\u060c \u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u062a\u0648\u0627\u0628\u0639 \u0636\u0631\u0631 ( Loss Function ) \u0627\u0636\u0627\u0641\u06cc \u0646\u06cc\u0632 \u0628\u0627\u0631 \u0628\u0647\u0628\u0648\u062f \u0633\u06cc\u0633\u062a\u0645 \u0628\u0647 \u0622\u0646 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u0645. \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0646\u0648\u0627\u0639 \u0645\u062a\u062f\u0627\u0648\u0644 \u0622\u0646\u060c \u0647\u0632\u06cc\u0646\u0647 \u0644\u0628\u0647 \u0647\u0627 ( Edge Cost ) \u0627\u0633\u062a \u06a9\u0647 \u0628\u06cc\u0627\u0646\u06af\u0631 \u0627\u06cc\u0646 \u0627\u0633\u062a \u06a9\u0647 \u0622\u06cc\u0627 \u062a\u0635\u0648\u06cc\u0631 \u0647\u062f\u0641 \u0648 \u062a\u0635\u0648\u06cc\u0631 \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0644\u0628\u0647 \u0647\u0627\u06cc \u06cc\u06a9\u0633\u0627\u0646\u06cc \u062f\u0631 \u0645\u0648\u0642\u0639\u06cc\u062a \u06cc\u06a9\u0633\u0627\u0646 \u062f\u0627\u0631\u0646\u062f \u06cc\u0627 \u0646\u0647. \u0647\u0645\u0686\u0646\u06cc\u0646 \u0628\u0639\u0636\u06cc \u0645\u062d\u0642\u0642\u06cc\u0646 \u0627\u0632 \u062e\u0637\u0627\u06cc \u0627\u062f\u0631\u0627\u06a9\u06cc ( Perceptual Loss ) \u0646\u06cc\u0632 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u0627\u06cc\u0646 \u062a\u0627\u0628\u0639 \u062e\u0637\u0627\u060c \u0647\u0632\u06cc\u0646\u0647 \u0628\u0627\u0632 \u0633\u0627\u0632\u06cc (&nbsp; Reconstruction Cost ) \u0627\u062e\u062a\u0644\u0627\u0641 \u067e\u06cc\u06a9\u0633\u0644 \u0647\u0627 \u0628\u06cc\u0646 \u062a\u0635\u0648\u06cc\u0631 \u0647\u062f\u0641 \u0648 \u062a\u0635\u0648\u06cc\u0631 \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0631\u0627 \u0627\u0646\u062f\u0627\u0632\u0647 \u06af\u06cc\u0631\u06cc \u0645\u06cc \u06a9\u0646\u062f. \u06cc\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0627\u06cc\u0646 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0631\u0648\u0634 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u062e\u0648\u0628\u06cc \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u0647 \u0645\u063a\u0632 \u0645\u0627 \u0686\u06af\u0648\u0646\u0647 \u0627\u0634\u06cc\u0627\u0621 \u0631\u0627 \u062f\u0631\u06a9 \u0645\u06cc \u06a9\u0646\u062f \u0646\u0628\u0627\u0634\u062f. \u0628\u0647 \u0647\u0645\u06cc\u0646 \u062f\u0644\u06cc\u0644\u060c \u0628\u0639\u0636\u06cc \u0645\u0631\u062f\u0645 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0627\u0632 \u0636\u0631\u0631 \u0628\u0635\u0631\u06cc ( Perception Loss ) \u0628\u0647 \u062c\u0627\u06cc \u0636\u0631\u0631 \u0628\u0627\u0632 \u0633\u0627\u0632\u06cc ( Reconstruction Loss )&nbsp; \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u0646\u062f. \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0628\u0633\u06cc\u0627\u0631 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0627\u0633\u062a \u0628\u0647 \u0647\u0645\u06cc\u0646 \u062e\u0627\u0637\u0631 \u0645\u0627 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0631\u0627 \u062f\u0631 \u0628\u062e\u0634 \u0645\u0646\u0627\u0628\u0639 \u0628\u0631\u0627\u06cc \u0639\u0644\u0627\u0642\u0647 \u0645\u0646\u062f\u0627\u0646 \u0642\u0631\u0627\u0631 \u0645\u06cc \u062f\u0647\u06cc\u0645. \u0634\u0645\u0627 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0648\u06cc\u062f\u06cc\u0648 \u0647\u0627\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0631\u0627\u06cc \u06cc\u0627\u0641\u062a\u0646 \u0645\u0634\u06a9\u0644\u0627\u062a \u0622\u0646\u0627\u0644\u06cc\u0632 \u06a9\u0646\u06cc\u062f \u0648 \u0628\u0631\u0627\u06cc \u0628\u0631\u0637\u0631\u0641 \u06a9\u0631\u062f\u0646 \u0622\u0646\u060c \u062a\u0648\u0627\u0628\u0639 \u0647\u0632\u06cc\u0646\u0647 ( Cost Function ) \u062c\u062f\u06cc\u062f\u06cc \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u06cc\u062f.<\/p>\n<h2><strong>\u0627\u0638\u0647\u0627\u0631\u0627\u062a:<\/strong><\/h2>\n<p>\u0628\u06af\u0630\u0627\u0631\u06cc\u062f \u0645\u0627 \u0628\u0639\u0636\u06cc \u0627\u0632 \u0648\u06cc\u062f\u06cc\u0648 \u0647\u0627\u06cc \u062c\u0639\u0644\u06cc \u062e\u0648\u0628 \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u0645 \u0648 \u0628\u0628\u06cc\u0646\u0645 \u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0646 \u0647\u0627 \u0631\u0627 \u062a\u0634\u062e\u06cc\u0635 \u062f\u0647\u06cc\u062f \u06cc\u0627 \u0646\u0647. \u0622\u0646 \u0647\u0627 \u0631\u0627 \u0628\u0627 \u0633\u0631\u0639\u062a \u06a9\u0645 \u067e\u062e\u0634 \u06a9\u0646\u06cc\u062f \u0648 \u0628\u0647 \u062f\u0642\u062a \u0628\u0647 \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631 \u062a\u0648\u062c\u0647 \u06a9\u0646\u06cc\u062f:<\/p>\n<ul>\n<li>\u0622\u06cc\u0627 \u062f\u0631 \u0628\u062e\u0634 \u0686\u0647\u0631\u0647 \u0647\u0627 \u0628\u06cc\u0634\u062a\u0631 \u0627\u0632 \u0628\u062e\u0634 \u0647\u0627\u06cc \u0628\u062f\u0648\u0646\u0647 \u0686\u0647\u0631\u0647 \u0648\u06cc\u062f\u06cc\u0648 \u062f\u0686\u0627\u0631 \u0645\u062d\u0648 \u0634\u062f\u06af\u06cc \u0645\u06cc \u0634\u0648\u062f\u061f<\/li>\n<li>\u0622\u06cc\u0627 \u0686\u0634\u0645\u06a9 \u0645\u06cc \u0632\u0646\u062f\u061f<\/li>\n<li>\u0622\u06cc\u0627 \u062f\u0631 \u0631\u0646\u06af \u062a\u0635\u0648\u06cc\u0631 \u062f\u0631 \u06a9\u0646\u0627\u0631\u0647 \u0647\u0627\u06cc \u0686\u0647\u0631\u0647 \u062a\u063a\u06cc\u06cc\u0631\u06cc \u0645\u0634\u0627\u0647\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f\u061f<\/li>\n<li>\u0622\u06cc\u0627 \u062f\u0686\u0627\u0631 \u062f\u0648\u062a\u0627\u06cc\u06cc \u0634\u062f\u0646 \u0686\u0627\u0646\u0647 \u060c \u062f\u0648\u062a\u0627\u06cc\u06cc \u0634\u062f\u0646 \u0627\u0628\u0631\u0648 \u0647\u0627 \u0648 \u062f\u0648\u062a\u0627\u06cc\u06cc \u0634\u062f\u0646 \u0644\u0628\u0647 \u0647\u0627\u06cc \u0686\u0647\u0631\u0647 \u0645\u06cc \u0634\u0648\u062f\u061f<\/li>\n<li>\u0648\u0642\u062a\u06cc \u0628\u062e\u0634\u06cc \u0627\u0632 \u0686\u0647\u0631\u0647 \u062a\u0648\u0633\u0637 \u062f\u0633\u062a \u0647\u0627 \u06cc\u0627 \u0627\u0634\u06cc\u0627\u0621 \u062f\u06cc\u06af\u0631 \u0645\u0633\u062f\u0648\u062f \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u0622\u06cc\u0627 \u062a\u0635\u0648\u06cc\u0631 \u0686\u0634\u0645\u06a9 \u0645\u06cc \u0632\u0646\u062f \u06cc\u0627 \u062f\u0686\u0627\u0631 \u0645\u062d\u0648 \u0634\u062f\u06af\u06cc \u0645\u06cc \u0634\u0648\u062f\u061f<\/li>\n<\/ul>\n<div id=\"51005164067\"><script type=\"text\/JavaScript\" src=\"https:\/\/www.aparat.com\/embed\/CtQaR?data[rnddiv]=51005164067&amp;data[responsive]=yes\"><\/script><\/div>\n<div>&nbsp;<\/div>\n<div>&nbsp;<\/div>\n<div id=\"92337275931\"><script type=\"text\/JavaScript\" src=\"https:\/\/www.aparat.com\/embed\/M7ENm?data[rnddiv]=92337275931&amp;data[responsive]=yes\"><\/script><\/div>\n<p><\/p>\n<p>\u062f\u0631 \u0633\u0627\u062e\u062a \u0648\u06cc\u062f\u06cc\u0648 \u0647\u0627\u06cc \u062c\u0639\u0644\u06cc\u060c \u0645\u0627&nbsp; \u062a\u0648\u0627\u0628\u0639 \u0636\u0631\u0631 ( Loss Function ) \u0645\u062e\u062a\u0644\u0641\u06cc \u0628\u0631\u0627\u06cc \u062c\u0644\u0648\u0647 \u0628\u0635\u0631\u06cc \u0628\u0647\u062a\u0631 \u0648\u06cc\u062f\u06cc\u0648 \u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u062f\u0631 \u062a\u0635\u0627\u0648\u06cc\u0631 \u062c\u0639\u0644\u06cc \u062a\u0631\u0627\u0645\u067e \u0645\u0634\u0627\u0647\u062f\u0647 \u0634\u062f\u060c \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0686\u0647\u0631\u0647 \u0627\u0648 \u0628\u0647 \u0686\u0647\u0631\u0647 \u0641\u0631\u062f \u0627\u0635\u0644\u06cc \u0646\u0632\u062f\u06cc\u06a9 \u0627\u0633\u062a \u0648\u0644\u06cc \u0627\u06af\u0631 \u0634\u0628\u0627\u0647\u062a \u0686\u0647\u0631\u0647 \u0628\u06cc\u0634\u062a\u0631 \u0628\u0627\u0634\u062f \u0646\u062a\u06cc\u062c\u0647 \u0628\u0647\u062a\u0631 \u0645\u06cc \u0634\u0648\u062f. \u0627\u0632 \u0627\u06cc\u0646 \u0631\u0648\u060c \u0628\u0647 \u0646\u0638\u0631 \u0645\u0627 \u0627\u06af\u0631 \u0648\u06cc\u062f\u06cc\u0648 \u0647\u062f\u0641 \u0631\u0627 \u0628\u0647 \u062f\u0633\u062a\u0647 \u0628\u0646\u062f\u06cc \u06a9\u0646\u0646\u062f\u0647 ( Classifier ) \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0628\u062f\u0647\u06cc\u0645\u060c \u0627\u062d\u062a\u0645\u0627\u0644 \u0628\u0627\u0644\u0627\u06cc\u06cc \u062f\u0627\u0631\u062f \u06a9\u0647 \u0628\u0627 \u0634\u06a9\u0633\u062a \u0645\u0648\u0627\u062c\u0647 \u0634\u0648\u062f. \u062f\u0631 \u0627\u062f\u0627\u0645\u0647\u060c \u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0631\u0646\u0627\u0645\u0647 \u0627\u06cc \u0628\u0646\u0648\u06cc\u0633\u06cc\u0645 \u06a9\u0647 \u0635\u0627\u0641\u06cc \u0645\u0648\u0636\u0639\u06cc ( Temporal Smoothness ) \u0628\u062e\u0634 \u0647\u0627\u06cc \u0648\u06cc\u062f\u06cc\u0648 \u0631\u0627 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06a9\u0646\u062f. \u0686\u0648\u0646 \u0645\u0627 \u0686\u0647\u0631\u0647 \u0647\u0627 \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u0633\u062a\u0642\u0644 \u062f\u0631 \u0641\u0631\u06cc\u0645 \u0647\u0627 \u0628\u0647 \u0648\u062c\u0648\u062f \u0645\u06cc \u0622\u0648\u0631\u06cc\u0645\u060c \u0628\u0627\u06cc\u062f \u062a\u0648\u0642\u0639 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u0645 \u06a9\u0647 \u062a\u0628\u062f\u06cc\u0644 ( Transition ) \u0647\u0627 \u0627\u0632 \u0635\u0627\u0641\u06cc \u06a9\u0645\u062a\u0631\u06cc \u0646\u0633\u0628\u062a \u0628\u0647 \u0648\u06cc\u062f\u06cc\u0648 \u0627\u0635\u0644\u06cc \u0628\u0631\u062e\u0648\u0631\u062f\u0627\u0631 \u0628\u0627\u0634\u062f.<\/p>\n<h2><strong>\u0647\u0645\u0627\u0647\u0646\u06af\u06cc \u0644\u0628 \u0647\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0641\u0627\u06cc\u0644 \u0635\u0648\u062a\u06cc<\/strong><\/h2>\n<p>\u0648\u06cc\u062f\u06cc\u0648\u06cc\u06cc \u06a9\u0647 \u062a\u0648\u0633\u0637 Jordan Peele \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a \u06cc\u06a9\u06cc \u0627\u0632 \u0633\u062e\u062a \u062a\u0631\u06cc\u0646 \u0648\u06cc\u062f\u06cc\u0648 \u0647\u0627 \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u062c\u0639\u0644\u06cc \u0628\u0648\u062f\u0646 \u0627\u0633\u062a. \u0648\u0644\u06cc \u0648\u0642\u062a\u06cc \u062f\u0642\u06cc\u0642 \u062a\u0631 \u0646\u06af\u0627\u0647 \u06a9\u0646\u06cc\u062f\u060c \u0644\u0628 \u067e\u0627\u06cc\u06cc\u0646\u06cc \u0627\u0648\u0628\u0627\u0645\u0627 \u062f\u0631 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0628\u0627 \u0628\u0642\u06cc\u0647 \u0628\u062e\u0634 \u0647\u0627\u06cc \u0635\u0648\u0631\u062a\u0634\u060c \u0645\u062d\u0648 \u062a\u0631 \u0627\u0633\u062a. \u0628\u0647 \u0647\u0645\u06cc\u0646 \u062e\u0627\u0637\u0631\u060c \u0641\u06a9\u0631 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0628\u0647 \u062c\u0627\u06cc \u062a\u063a\u06cc\u06cc\u0631 \u0686\u0647\u0631\u0647 \u06cc \u0627\u0648\u0628\u0627\u0645\u0627\u060c \u0627\u0632 \u0686\u0647\u0631\u0647 \u0648\u0627\u0642\u0639\u06cc \u0627\u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u0648\u0644\u06cc \u062f\u0647\u0627\u0646 \u0627\u0648 \u0628\u0647 \u0635\u0648\u0631\u062a \u0645\u0635\u0646\u0648\u0639\u06cc \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u062a\u0627 \u0644\u0628 \u0647\u0627\u06cc \u0627\u0648 \u0628\u0627 \u0635\u062f\u0627\u06cc \u062c\u0639\u0644\u06cc \u0647\u0645\u0627\u0647\u0646\u06af \u0628\u0627\u0634\u062f.<\/p>\n<div id=\"81675525930\"><script type=\"text\/JavaScript\" src=\"https:\/\/www.aparat.com\/embed\/vTpd2?data[rnddiv]=81675525930&amp;data[responsive]=yes\"><\/script><\/div>\n<p><\/p>\n<p>\u0628\u0631\u0627\u06cc \u0628\u062e\u0634 \u0622\u062e\u0631 \u0627\u06cc\u0646 \u0628\u062d\u062b\u060c \u0645\u0627 \u0645\u06cc\u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u0631 \u0645\u0648\u0631\u062f \u062a\u06a9\u0646\u0648\u0644\u0648\u0698\u06cc \u0647\u0645\u0627\u0647\u0646\u06af \u0633\u0627\u0632\u06cc \u0644\u0628 ( Lip Sync ) \u0627\u0646\u062c\u0627\u0645 \u0634\u062f\u0647 \u062f\u0631 \u062f\u0627\u0646\u0634\u06af\u0627\u0647 \u0648\u0627\u0634\u06cc\u0646\u06af\u062a\u0646 \u0635\u062d\u0628\u062a \u06a9\u0646\u06cc\u0645. \u062f\u0631 \u067e\u0627\u06cc\u06cc\u0646\u060c \u0631\u0648\u0634 \u0627\u0646\u062c\u0627\u0645 \u0639\u0645\u0644\u06cc\u0627\u062a \u0647\u0645\u0627\u0647\u0646\u06af \u0633\u0627\u0632\u06cc \u0644\u0628 ( Lip Sync ) \u06a9\u0647 \u062f\u0631 \u06af\u0632\u0627\u0631\u0634 \u0622\u0645\u062f\u0647\u060c \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647. \u062f\u0631 \u0627\u06cc\u0646 \u0631\u0648\u0634\u060c \u0635\u0648\u062a \u06cc\u06a9\u06cc \u0627\u0632 \u0633\u062e\u0646\u0631\u0627\u0646\u06cc \u0647\u0627\u06cc \u0647\u0641\u062a\u06af\u06cc \u0631\u06cc\u0627\u0633\u062a \u062c\u0645\u0647\u0648\u0631\u06cc \u062a\u0648\u0633\u0637 \u06cc\u06a9 \u0635\u062f\u0627\u06cc \u062f\u06cc\u06af\u0631 ( \u0635\u062f\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc ) \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u0645\u06cc \u0634\u0648\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u067e\u0631\u0648\u0633\u0647\u060c \u0645\u0627 \u0644\u0628 \u0647\u0627 \u0648 \u0686\u0627\u0646\u0647 \u0631\u0627 \u0637\u0648\u0631\u06cc \u0628\u0627\u0632\u0633\u0627\u0632\u06cc \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u06a9\u0647 \u062d\u0631\u06a9\u062a \u0622\u0646 \u0647\u0627 \u0628\u0627 \u0635\u062f\u0627\u06cc \u062c\u0639\u0644\u06cc \u0647\u0645\u0627\u0647\u0646\u06af \u0628\u0627\u0634\u062f.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"700\" height=\"867\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2019\/07\/deepfake-\u0627\u0648\u0628\u0627\u0645\u0627-\u0647\u0645\u0627\u0647\u0646\u06af\u06cc-\u0644\u0628.png\" alt=\"\" class=\"wp-image-2477\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/deepfake-\u0627\u0648\u0628\u0627\u0645\u0627-\u0647\u0645\u0627\u0647\u0646\u06af\u06cc-\u0644\u0628.png 700w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/deepfake-\u0627\u0648\u0628\u0627\u0645\u0627-\u0647\u0645\u0627\u0647\u0646\u06af\u06cc-\u0644\u0628-242x300.png 242w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure><\/div>\n\n\n<p>\u0627\u0628\u062a\u062f\u0627\u060c \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u06a9 \u0634\u0628\u06a9\u0647 \u062d\u0627\u0641\u0638\u0647 \u06a9\u0648\u062a\u0627\u0647-\u0645\u062f\u062a \u0645\u0627\u0646\u062f\u06af\u0627\u0631( LSTM ) \u0641\u0627\u06cc\u0644 \u0635\u0648\u062a\u06cc X \u0631\u0627 \u0628\u0647 \u06f1\u06f8 \u0628\u062e\u0634 \u0627\u0632 \u0646\u0642\u0627\u0637 \u0631\u0627\u0647\u0646\u0645\u0627 Y \u0631\u0648\u06cc \u0644\u0628 \u0647\u0627 \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u0627\u06cc\u0646 \u062d\u0627\u0641\u0638\u0647 \u06a9\u0648\u062a\u0627\u0647-\u0645\u062f\u062a \u0645\u0627\u0646\u062f\u06af\u0627\u0631( LSTM ) \u0641\u0631\u0645 \u06af\u0633\u062a\u0631\u062f\u0647 \u0644\u0628 \u0647\u0627 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0647\u0631 \u0641\u0631\u06cc\u0645 \u0648\u06cc\u062f\u06cc\u0648 \u0628\u0647 \u0635\u0648\u0631\u062a \u062e\u0631\u0648\u062c\u06cc \u0628\u0631\u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"700\" height=\"248\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0627\u0648\u0628\u0627\u0645\u0627-\u0622\u0645\u0648\u0632\u0634-\u0644\u0628.jpeg\" alt=\"\" class=\"wp-image-2478\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0627\u0648\u0628\u0627\u0645\u0627-\u0622\u0645\u0648\u0632\u0634-\u0644\u0628.jpeg 700w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0627\u0648\u0628\u0627\u0645\u0627-\u0622\u0645\u0648\u0632\u0634-\u0644\u0628-300x106.jpeg 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure><\/div>\n\n\n<p>\u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0641\u0631\u0645 \u0644\u0628 Y\u060c \u0628\u0627\u0641\u062a \u0644\u0628 \u0647\u0627 \u0648 \u0628\u062e\u0634 \u0686\u0627\u0646\u0647 \u0628\u0627\u0632 \u0633\u0627\u0632\u06cc \u0645\u06cc \u0634\u0648\u062f. \u0627\u06cc\u0646 \u0628\u0627\u0641\u062a \u0647\u0627\u06cc \u062f\u0647\u0646 \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a \u0628\u0627 \u062f\u0631 \u0648\u06cc\u062f\u06cc\u0648 \u0647\u062f\u0641 \u0642\u0631\u0627\u0631 \u0645\u06cc \u06af\u06cc\u0631\u0646\u062f \u062a\u0627 \u0641\u0631\u06cc\u0645 \u0647\u0627\u06cc \u0647\u062f\u0641 \u0633\u0627\u062e\u062a\u0647 \u0634\u0648\u0646\u062f.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"700\" height=\"448\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0627\u0648\u0628\u0627\u0645\u0627-\u0628\u0627\u0632\u0633\u0627\u0632\u06cc-\u0686\u0647\u0631\u0647.png\" alt=\"\" class=\"wp-image-2479\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0627\u0648\u0628\u0627\u0645\u0627-\u0628\u0627\u0632\u0633\u0627\u0632\u06cc-\u0686\u0647\u0631\u0647.png 700w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0627\u0648\u0628\u0627\u0645\u0627-\u0628\u0627\u0632\u0633\u0627\u0632\u06cc-\u0686\u0647\u0631\u0647-300x192.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure><\/div>\n\n\n<p>\u062d\u0627\u0644\u0627 \u0686\u06af\u0648\u0646\u0647 \u0628\u0627\u0641\u062a \u0647\u0627\u06cc \u062f\u0647\u0627\u0646 \u0631\u0627 \u0628\u0633\u0627\u0632\u06cc\u0645\u061f \u0645\u0627 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u0628\u0627\u0641\u062a \u0647\u0627 \u0648\u0627\u0642\u0639\u06cc \u0628\u0647 \u0646\u0638\u0631 \u0628\u0631\u0633\u0646\u062f \u0648\u0644\u06cc \u06cc\u06a9 \u0635\u0627\u0641\u06cc \u0645\u0648\u0636\u0639\u06cc ( Temporal Smoothness ) \u0646\u06cc\u0632 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u0646\u062f. \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u0627\u0631\u060c \u0628\u0631\u0646\u0627\u0645\u0647 \u0628\u0647 \u0648\u06cc\u062f\u06cc\u0648 \u0647\u062f\u0641 \u0646\u06af\u0627\u0647 \u0645\u06cc \u06a9\u0646\u062f \u062a\u0627 \u0641\u0631\u06cc\u0645 \u0647\u0627\u06cc \u0645\u0646\u062a\u062e\u0628\u06cc \u0631\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u062f \u06a9\u0647 \u0641\u0631\u0645 \u062f\u0647\u0627\u0646\u06cc \u0645\u062d\u0627\u0633\u0628\u0647 \u0634\u062f\u0647 \u0627\u06cc \u0645\u0634\u0627\u0628\u0647 \u0641\u0631\u0645\u06cc \u06a9\u0647 \u0645\u0627 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645\u060c \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f. \u0633\u067e\u0633 \u0645\u0627 \u0641\u0631\u06cc\u0645 \u0647\u0627\u06cc \u0645\u0646\u062a\u062e\u0628 \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u06a9 \u062a\u0627\u0628\u0639 \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 ( Median Function ) \u062f\u0631 \u06a9\u0646\u0627\u0631 \u0647\u0645 \u0642\u0631\u0627\u0631 \u0645\u06cc \u062f\u0647\u06cc\u0645. \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u062f\u0631 \u067e\u0627\u06cc\u06cc\u0646 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u0627\u06af\u0631 \u0645\u0627 \u0627\u0632 \u0641\u0631\u06cc\u0645 \u0647\u0627\u06cc \u0645\u0646\u062a\u062e\u0628 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0628\u0631\u0627\u06cc \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646 \u06af\u06cc\u0631\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645\u060c \u062a\u0635\u0627\u0648\u06cc\u0631 \u0645\u062d\u0648 \u0634\u062f\u06af\u06cc \u0628\u06cc\u0634\u062a\u0631\u06cc \u067e\u06cc\u062f\u0627 \u0645\u06cc \u06a9\u0646\u0646\u062f \u0648 \u0628\u0627 \u067e\u06cc\u0634\u0631\u0641\u062a \u062f\u0631 \u0635\u0627\u0641\u06cc \u0645\u0648\u0636\u0639\u06cc ( Temporal Smoothness ) \u0647\u0645\u0631\u0627\u0647 \u0647\u0633\u062a\u0646\u062f. \u0627\u0632 \u0633\u0648\u06cc \u062f\u06cc\u06af\u0631 \u062f\u0631 \u0635\u0648\u0631\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0641\u0631\u06cc\u0645 \u0647\u0627\u06cc \u0645\u0646\u062a\u062e\u0628 \u06a9\u0645\u062a\u0631\u060c \u062a\u0635\u0627\u0648\u06cc\u0631 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u06a9\u0645\u062a\u0631 \u0645\u062e\u062f\u0648\u0634 \u0634\u0648\u0646\u062f \u0648\u0644\u06cc \u067e\u0631\u0634 \u0647\u0627\u06cc\u06cc \u0631\u0627 \u0647\u0646\u06af\u0627\u0645 \u06af\u0630\u0631 \u0627\u0632 \u06cc\u06a9 \u0641\u0631\u06cc\u0645 \u0628\u0647 \u0641\u0631\u06cc\u0645 \u0628\u0639\u062f\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u062f\u06cc\u062f.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"700\" height=\"246\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0627\u0648\u0628\u0627\u0645\u0627-\u0635\u0627\u0641\u06cc-\u0645\u0648\u0636\u0639\u06cc.png\" alt=\"\" class=\"wp-image-2481\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0627\u0648\u0628\u0627\u0645\u0627-\u0635\u0627\u0641\u06cc-\u0645\u0648\u0636\u0639\u06cc.png 700w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0627\u0648\u0628\u0627\u0645\u0627-\u0635\u0627\u0641\u06cc-\u0645\u0648\u0636\u0639\u06cc-300x105.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure><\/div>\n\n\n<p>\u0628\u0631\u0627\u06cc \u062c\u0628\u0631\u0627\u0646 \u0645\u062d\u0648 \u0634\u062f\u06af\u06cc\u060c \u0627\u0632 \u062a\u0648\u0627\u0628\u0639 \u0628\u0647\u0628\u0648\u062f \u062f\u0646\u062f\u0627\u0646 \u0647\u0627 ( Teeth Enhancement ) \u0648 \u062a\u06cc\u0632 \u06a9\u0646\u0646\u062f\u06af\u06cc ( Sharpening ) \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645. \u0648\u0644\u06cc \u0645\u0633\u0644\u0645\u0627\u064b\u060c \u062a\u06cc\u0632\u06cc \u0644\u0628 \u067e\u0627\u06cc\u06cc\u0646\u06cc \u06a9\u0627\u0645\u0644\u0627 \u0642\u0627\u0628\u0644 \u0628\u0627\u0632\u06af\u0634\u062a \u0646\u06cc\u0633\u062a.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"700\" height=\"301\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0627\u0648\u0628\u0627\u0645\u0627-\u062a\u06cc\u0632\u06cc.png\" alt=\"\" class=\"wp-image-2483\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0627\u0648\u0628\u0627\u0645\u0627-\u062a\u06cc\u0632\u06cc.png 700w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0627\u0648\u0628\u0627\u0645\u0627-\u062a\u06cc\u0632\u06cc-300x129.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure><\/div>\n\n\n<p>\u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u0645\u0627 \u0632\u0645\u0627\u0646 \u0628\u0646\u062f\u06cc \u0641\u0631\u06cc\u0645 \u0647\u0627 \u0631\u0627 \u0645\u062c\u062f\u062f\u0627 \u0627\u0646\u062c\u0627\u0645 \u062f\u0647\u06cc\u0645 \u062a\u0627 \u0628\u0641\u0647\u0645\u06cc\u0645 \u06a9\u0647 \u0628\u0627\u0641\u062a \u062f\u0647\u0627\u0646 \u062c\u0639\u0644\u06cc \u0631\u0627 \u06a9\u062c\u0627 \u0628\u0627\u06cc\u062f \u0642\u0631\u0627\u0631 \u062f\u0647\u06cc\u0645. \u0627\u06cc\u0646 \u0628\u0647 \u0645\u0627 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f \u062a\u0627 \u0628\u062a\u0648\u0627\u0646\u06cc\u0645 \u0622\u0646 \u0631\u0627 \u0628\u0627 \u062d\u0631\u06a9\u062a \u0633\u0631 \u0647\u0645\u0627\u0647\u0646\u06af \u06a9\u0646\u06cc\u0645. \u0628\u0647 \u0637\u0648\u0631 \u062f\u0642\u06cc\u0642 \u062a\u0631\u060c \u0633\u0631 \u0627\u0648\u0628\u0627\u0645\u0627 \u0645\u0639\u0645\u0648\u0644\u0627 \u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u062d\u0631\u0641 \u0632\u062f\u0646\u0634 \u062a\u0645\u0627\u0645 \u0645\u06cc \u0634\u0648\u062f \u062b\u0627\u0628\u062a \u0645\u06cc \u0634\u0648\u062f.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"700\" height=\"298\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0627\u0648\u0628\u0627\u0645\u0627-\u0628\u0627\u0632\u0633\u0627\u0632\u06cc.png\" alt=\"\" class=\"wp-image-2484\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0627\u0648\u0628\u0627\u0645\u0627-\u0628\u0627\u0632\u0633\u0627\u0632\u06cc.png 700w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0627\u0648\u0628\u0627\u0645\u0627-\u0628\u0627\u0632\u0633\u0627\u0632\u06cc-300x128.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure><\/div>\n\n\n<p>\u0631\u062f\u06cc\u0641 \u0628\u0627\u0644\u0627\u06cc \u0639\u06a9\u0633 \u067e\u0627\u06cc\u06cc\u0646\u060c \u0641\u0631\u06cc\u0645 \u0647\u0627\u06cc \u0648\u06cc\u062f\u06cc\u0648 \u0648\u0627\u0642\u0639\u06cc \u0627\u0633\u062a \u06a9\u0647 \u0635\u062f\u0627\u06cc \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0648\u0631\u0648\u062f\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f\u06cc\u0645. \u0645\u0627 \u0627\u06cc\u0646 \u0635\u062f\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u0631\u0627 \u0628\u0647 \u0648\u06cc\u062f\u06cc\u0648 \u0647\u062f\u0641 ( \u0631\u062f\u06cc\u0641 \u062f\u0648\u0645 ) \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u06cc\u0645. \u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u0622\u0646 \u0631\u0627 \u06cc\u06a9\u06cc \u06cc\u06a9\u06cc \u062f\u0631 \u06a9\u0646\u0627\u0631 \u0647\u0645 \u0645\u0642\u0627\u06cc\u0633\u0647 \u06a9\u0646\u06cc\u0645\u060c \u0645\u062a\u0648\u062c\u0647 \u0645\u06cc \u0634\u0648\u06cc\u0645 \u06a9\u0647 \u062d\u0631\u06a9\u062a \u0644\u0628 \u0647\u0627 \u062f\u0631 \u0648\u06cc\u062f\u06cc\u0648 \u0627\u0635\u0644\u06cc \u0628\u0647 \u062d\u0631\u06a9\u062a \u0644\u0628 \u0647\u0627 \u062f\u0631 \u0648\u06cc\u062f\u06cc\u0648 \u062c\u0639\u0644\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0646\u0632\u062f\u06cc\u06a9 \u0627\u0633\u062a.<\/p>\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter\"><img decoding=\"async\" width=\"700\" height=\"425\" src=\"https:\/\/shahaab-co.ir\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0627\u0648\u0628\u0627\u0645\u0627-\u0648\u06cc\u062f\u06cc\u0648-\u062c\u0639\u0644\u06cc-\u0628\u0627-\u0641\u0627\u06cc\u0644-\u0635\u0648\u062a\u06cc.png\" alt=\"\" class=\"wp-image-2485\" title=\"\" srcset=\"https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0627\u0648\u0628\u0627\u0645\u0627-\u0648\u06cc\u062f\u06cc\u0648-\u062c\u0639\u0644\u06cc-\u0628\u0627-\u0641\u0627\u06cc\u0644-\u0635\u0648\u062a\u06cc.png 700w, https:\/\/shahaab-co.com\/mag\/wp-content\/uploads\/2019\/07\/Deepfake-\u0627\u0648\u0628\u0627\u0645\u0627-\u0648\u06cc\u062f\u06cc\u0648-\u062c\u0639\u0644\u06cc-\u0628\u0627-\u0641\u0627\u06cc\u0644-\u0635\u0648\u062a\u06cc-300x182.png 300w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure><\/div>\n\n\n<p>\u062f\u0627\u0646\u0634\u06af\u0627\u0647 \u0648\u0627\u0634\u06cc\u0646\u06af\u062a\u0646 \u0627\u0632 \u0641\u0631\u06cc\u0645 \u0647\u0627\u06cc \u0622\u0645\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a\u0646 \u0628\u0627\u0641\u062a \u062f\u0647\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f. \u0628\u0647 \u062c\u0627\u06cc \u0622\u0646\u060c \u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0627\u0632 \u0627\u06cc\u062f\u0647 Deepfake \u0647\u0627 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a\u0646 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0628\u0627\u0641\u062a \u0647\u0627\u06cc \u062f\u0647\u0627\u0646 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0631\u0645\u0632\u0646\u06af\u0627\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645. \u0645\u0627 \u0628\u0627\u06cc\u062f \u0647\u0632\u0627\u0631\u0627\u0646 \u0641\u0631\u06cc\u0645 \u0631\u0627 \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u06a9\u0646\u06cc\u0645 \u0648 \u0627\u0632 \u062d\u0627\u0641\u0638\u0647 \u06a9\u0648\u062a\u0627\u0647-\u0645\u062f\u062a \u0645\u0627\u0646\u062f\u06af\u0627\u0631( LSTM ) \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627 \u0627\u0632 \u0647\u0631 \u062f\u0648 \u0641\u0627\u06cc\u0644 \u0648\u06cc\u062f\u06cc\u0648 \u0648 \u0635\u0648\u062a\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645. \u0633\u067e\u0633 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u0645 \u0631\u0645\u0632\u06af\u0634\u0627\u06cc \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0628\u0627\u0641\u062a \u062f\u0647\u0627\u0646 \u0622\u0645\u0648\u0632\u0634 \u062f\u0647\u06cc\u0645.<\/p>\n<h2><strong>\u0627\u0641\u06a9\u0627\u0631 \u0628\u06cc\u0634\u062a\u0631<\/strong><\/h2>\n<p>\u0628\u0633\u06cc\u0627\u0631 \u0634\u06af\u0641\u062a \u0627\u0646\u06af\u06cc\u0632 \u0627\u0633\u062a \u06a9\u0647 \u0645\u0627 \u0686\u06af\u0648\u0646\u0647 \u0627\u0632 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0647\u0627\u06cc \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc ( AI ) \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a\u0646 \u0627\u06cc\u062f\u0647 \u0647\u0627 \u0648 \u0645\u062d\u0635\u0648\u0644\u0627\u062a \u062c\u062f\u06cc\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645\u060c \u0627\u0645\u0627 \u0628\u062f\u0648\u0646 \u0627\u062e\u0637\u0627\u0631 \u062f\u0627\u062f\u0646 \u062f\u0631 \u0645\u0648\u0631\u062f \u0622\u0646 \u0647\u0627! \u0636\u0631\u0628\u0647 \u0627\u062c\u062a\u0645\u0627\u0639\u06cc \u0622\u0646 \u0647\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0633\u06cc\u0627\u0631 \u0628\u0632\u0631\u06af \u0628\u0627\u0634\u062f. \u062f\u0631 \u0648\u0627\u0642\u0639\u060c \u0647\u06cc\u0686 \u0648\u06cc\u062f\u06cc\u0648 \u062c\u0639\u0644\u06cc \u0627\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0634\u0648\u062e\u06cc \u0645\u0646\u062a\u0634\u0631 \u0646\u06a9\u0646\u06cc\u062f! \u0632\u06cc\u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0627\u0639\u062b \u0634\u0648\u062f \u0634\u0645\u0627 \u062f\u0631\u06af\u06cc\u0631 \u0645\u0633\u0627\u0626\u0644 \u0642\u0627\u0646\u0648\u0646\u06cc \u0634\u062f\u0647 \u0648 \u0628\u0647 \u0648\u062c\u0647\u0647 \u0634\u0645\u0627 \u062f\u0631 \u0641\u0636\u0627\u06cc \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u0636\u0631\u0628\u0647 \u0648\u0627\u0631\u062f \u0634\u0648\u062f. \u0645\u0627 \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u0631\u0627 \u0628\u0647 \u062f\u0644\u06cc\u0644 \u0639\u0644\u0627\u0642\u0647 \u0645\u0633\u0627\u0626\u0644 \u0641\u0631\u0627-\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0648 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u062f\u0634\u0645\u0646\u0627\u0646 \u0648 \u0631\u0642\u06cc\u0628\u0627\u0646 \u062f\u0646\u0628\u0627\u0644 \u06a9\u0631\u062f\u06cc\u0645. \u0628\u0647\u062a\u0631 \u0627\u0633\u062a \u0627\u0646\u0631\u0698\u06cc \u062e\u0648\u062f \u0631\u0627 \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631 \u0647\u0627\u06cc \u062e\u0644\u0627\u0642\u0627\u0646\u0647 \u062a\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f. \u0627\u0632 \u0633\u0648\u06cc \u062f\u06cc\u06af\u0631\u060c \u0648\u06cc\u062f\u06cc\u0648 \u0647\u0627\u06cc \u062c\u0639\u0644\u06cc \u0628\u0627\u0642\u06cc \u0645\u06cc \u0645\u0627\u0646\u0646\u062f \u0648 \u067e\u06cc\u0634\u0631\u0641\u062a \u0645\u06cc \u06a9\u0646\u0646\u062f. \u0647\u062f\u0641 \u0645\u0627 \u0627\u06cc\u0646 \u0646\u06cc\u0633\u062a \u06a9\u0647 \u0648\u06cc\u062f\u06cc\u0648 \u0647\u0627\u06cc \u062c\u0639\u0644\u06cc \u0628\u0647\u062a\u0631\u06cc \u0633\u0627\u062e\u062a\u0647 \u0634\u0648\u062f. \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0627\u06cc\u0646 \u067e\u0631\u0648\u0633\u0647\u060c \u0627\u0645\u06cc\u062f\u0648\u0627\u0631\u06cc\u0645 \u0628\u062a\u0648\u0627\u0646\u06cc\u0645 \u0628\u0641\u0647\u0645\u06cc\u0645 \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0627\u0632 \u0634\u0628\u06a9\u0647 \u0645\u0648\u0644\u062f \u062a\u062e\u0627\u0635\u0645\u06cc ( GAN ) \u0628\u0631\u0627\u06cc \u0628\u0627\u0632\u0633\u0627\u0632\u06cc \u0628\u0647\u062a\u0631 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645. \u0634\u0627\u06cc\u062f \u0631\u0648\u0632\u06cc\u060c \u0627\u0632 \u0622\u0646 \u0628\u062a\u0648\u0627\u0646 \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u062a\u0648\u0645\u0631 \u0647\u0627 \u06a9\u0645\u06a9 \u06af\u0631\u0641\u062a.<\/p>\n<p>\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0645\u0648\u0631\u062f \u0627\u062d\u062a\u06cc\u0627\u0637\u06cc \u062f\u06cc\u06af\u0631\u060c \u0645\u0631\u0627\u0642\u0628 \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631 \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a Deepfake \u0647\u0627 \u062f\u0627\u0646\u0644\u0648\u062f \u0645\u06cc \u06a9\u0646\u06cc\u062f \u0628\u0627\u0634\u06cc\u062f. \u06af\u0632\u0627\u0631\u0634\u0627\u062a\u06cc \u0627\u0632 \u0628\u0639\u0636\u06cc \u0646\u0631\u0645 \u0627\u0641\u0632\u0627\u0631 \u0647\u0627 \u0631\u0633\u06cc\u062f\u0647 \u06a9\u0647 \u0627\u0632 \u06a9\u0627\u0645\u067e\u06cc\u0648\u062a\u0631 \u0647\u0627 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0631\u0632 \u0645\u062c\u0627\u0632\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u0646\u062f. \u0641\u0642\u0637 \u0645\u0631\u0627\u0642\u0628 \u0628\u0627\u0634\u06cc\u062f.<\/p>\n<h4><strong>\u0628\u06cc\u0634\u062a\u0631 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f :<\/strong><\/h4>\n\n\n<div class=\"wp-block-group has-vivid-green-cyan-color has-text-color\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<ul class=\"wp-block-yoast-seo-related-links\"><li><a href=\"https:\/\/shahaab-co.ir\/mag\/news\/ai\/how-to-spot-deepfake\/\" target=\"_blank\" rel=\"noopener\">\u062f\u06cc\u067e \u0641\u06cc\u06a9 \u0648 \u0686\u06af\u0648\u0646\u06af\u06cc \u062a\u0634\u062e\u06cc\u0635 \u0622\u0646  \u062a\u0648\u0633\u0637 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/a><\/li><li><a href=\"https:\/\/shahaab-co.ir\/mag\/edu\/ml\/principal-component-analysis-pca\/\" target=\"_blank\" rel=\"noopener\">\u06a9\u0627\u0647\u0634 \u0627\u0628\u0639\u0627\u062f \u0628\u0627 \u0631\u0648\u0634 \u062a\u062d\u0644\u06cc\u0644 \u0645\u0648\u0644\u0641\u0647 \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc ( PCA )<\/a><\/li><li><a href=\"https:\/\/shahaab-co.ir\/mag\/news\/deep-networks\/is-pytorch-catching-tensorflow\/\" target=\"_blank\" rel=\"noopener\">\u0622\u06cc\u0627 \u067e\u0627\u06cc\u062a\u0648\u0631\u0686 \u062f\u0631 \u062d\u0627\u0644 \u0631\u0633\u06cc\u062f\u0646 \u0628\u0647 \u062a\u0646\u0633\u0648\u0631\u0641\u0644\u0648 \u0627\u0633\u062a\u061f<\/a><\/li><li><a href=\"https:\/\/shahaab-co.ir\/mag\/edu\/deep-neural-network-implementation-in-matlab-for-classification\/\" target=\"_blank\" rel=\"noopener\">\u067e\u06cc\u0627\u062f\u0647 \u0633\u0627\u0632\u06cc \u0634\u0628\u06a9\u0647 \u0639\u0645\u06cc\u0642 \u062f\u0631 \u0645\u062a\u0644\u0628: \u0633\u0627\u062e\u062a\u0646 \u0634\u0628\u06a9\u0647 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0633\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u06a9\u0644\u0627\u0633\u0647 \u0628\u0646\u062f\u06cc<\/a><\/li><\/ul>\n<\/div><\/div>\n\n\n<a href=\"#\" class=\"shortc-button small blue \">\u0645\u0646\u0628\u0639<\/a> <a href=\"https:\/\/medium.com\/@jonathan_hui\/how-deep-learning-fakes-videos-deepfakes-and-how-to-detect-it-c0b50fbf7cb9\" target=\"_blank\" class=\"shortc-button small gray \" rel=\"noopener\">Medium<\/a>\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-right kksr-valign-bottom\"\n    data-payload='{&quot;align&quot;:&quot;right&quot;,&quot;id&quot;:&quot;2414&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;bottom&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;0&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;0&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;\u0627\u0645\u062a\u06cc\u0627\u0632 \u062f\u0647\u06cc\u062f!&quot;,&quot;legend&quot;:&quot;0\\\/5 - (0 \u0627\u0645\u062a\u06cc\u0627\u0632)&quot;,&quot;size&quot;:&quot;24&quot;,&quot;title&quot;:&quot;\u062c\u0639\u0644\u06cc \u0639\u0645\u06cc\u0642 ( DeepFake ) \u0686\u06cc\u0633\u062a \u0648 \u0686\u06af\u0648\u0646\u0647 \u0622\u0646 \u0631\u0627 \u062a\u0634\u062e\u06cc\u0635 \u062f\u0647\u06cc\u0645\u061f&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>\u0633\u0627\u062e\u062a\u0646 \u0648\u06cc\u062f\u06cc\u0648 \u0647\u0627\u06cc \u062c\u0639\u0644\u06cc \u0627\u0632 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0628\u0627\u0632\u06cc\u06af\u0631\u0627\u0646 \u0686\u06cc\u0632 \u062c\u062f\u06cc\u062f\u06cc \u0646\u06cc\u0633\u062a. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u062f\u0631 \u0627\u0648\u0627\u062e\u0631 \u0633\u0627\u0644 \u06f2\u06f0\u06f1\u06f7\u060c \u06cc\u06a9\u06cc \u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0633\u0627\u06cc\u062a \u0631\u062f\u06cc\u062a \u0628\u0647 \u0646\u0627\u0645 Deepfakes \u0634\u0631\u0648\u0639 \u0628\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0639\u0645\u06cc\u0642 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0648\u06cc\u062f\u06cc\u0648 \u0647\u0627\u06cc \u062c\u0639\u0644\u06cc \u0627\u0632 \u0628\u0627\u0632\u06cc\u06af\u0631\u0627\u0646 \u0648 \u0645\u0634\u0627\u0647\u06cc\u0631 \u06a9\u0631\u062f. \u0627\u06cc\u0646 \u0634\u0631\u0648\u0639 \u0645\u0648\u062c \u062c\u062f\u06cc\u062f\u06cc \u0627\u0632 \u0627\u0646\u062a\u0634\u0627\u0631 \u0648\u06cc\u062f\u06cc\u0648 \u0647\u0627\u06cc \u062c\u0639\u0644\u06cc \u062f\u0631 \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u0628\u0648\u062f. \u062f\u0627\u0631\u067e\u0627 ( &hellip;<\/p>\n","protected":false},"author":7,"featured_media":2488,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[24,20,17,18,19],"tags":[140,106,86],"class_list":["post-2414","post","type-post","status-publish","format-standard","has-post-thumbnail","","category-deep-networks","category-news","category-tech","category-edu","category-deep-learning","tag-140","tag-106","tag-86"],"_links":{"self":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/2414","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=2414"}],"version-history":[{"count":0,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/posts\/2414\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media\/2488"}],"wp:attachment":[{"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/media?parent=2414"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/categories?post=2414"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shahaab-co.com\/mag\/wp-json\/wp\/v2\/tags?post=2414"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}