{"id":18918,"date":"2024-02-01T18:28:31","date_gmt":"2024-02-01T18:28:31","guid":{"rendered":"https:\/\/cm.qu.edu.iq\/?p=18918"},"modified":"2024-02-01T18:28:31","modified_gmt":"2024-02-01T18:28:31","slug":"%d9%85%d9%86%d8%a7%d9%82%d8%b4%d8%a9-%d8%b1%d8%b3%d8%a7%d9%84%d8%a9-%d9%85%d8%a7%d8%ac%d8%b3%d8%aa%d9%8a%d8%b1-%d8%a8%d8%b9%d9%86%d9%88%d8%a7%d9%86-%d8%aa%d8%b4%d8%ae%d9%8a%d8%b5-%d8%a7%d8%b9%d8%aa","status":"publish","type":"post","link":"https:\/\/cm.qu.edu.iq\/?p=18918","title":{"rendered":"\u0645\u0646\u0627\u0642\u0634\u0629 \u0631\u0633\u0627\u0644\u0629 \u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0628\u0639\u0646\u0648\u0627\u0646 ( \u062a\u0634\u062e\u064a\u0635 \u0627\u0639\u062a\u0644\u0627\u0644 \u0634\u0628\u0643\u064a\u0629 \u0627\u0644\u0633\u0643\u0631\u064a \u0639\u0644\u0649 \u0623\u0633\u0627\u0633 \u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u062a\u0644\u0627\u0641\u064a\u0641\u064a\u0629 \u0627\u0644\u0645\u062d\u0633\u0646\u0629) \u0641\u064a \u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\/\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0642\u0627\u062f\u0633\u064a\u0629"},"content":{"rendered":"\n<p class=\"has-text-align-right wp-block-paragraph\">\u062a\u0645\u062a \u0645\u0646\u0627\u0642\u0634\u0629 \u0637\u0627\u0644\u0628\u0629 \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0647\u062f\u0649 \u0639\u0628\u062f \u0627\u0644\u062d\u0633\u064a\u0646 \u0639\u0628\u062f \u0627\u0644\u0623\u0645\u064a\u0631 \u0639\u0646 \u0631\u0633\u0627\u0644\u062a\u0647\u0627 \u0627\u0644\u0645\u0648\u0633\u0648\u0645\u0629 (\u062a\u0634\u062e\u064a\u0635 \u0627\u0639\u062a\u0644\u0627\u0644 \u0634\u0628\u0643\u064a\u0629 \u0627\u0644\u0633\u0643\u0631\u064a \u0639\u0644\u0649 \u0623\u0633\u0627\u0633 \u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u062a\u0644\u0627\u0641\u064a\u0641\u064a\u0629 \u0627\u0644\u0645\u062d\u0633\u0646\u0629) \u0648\u0627\u0644\u0645\u0642\u062f\u0645\u0629 \u0625\u0644\u0649 \u0645\u062c\u0644\u0633 \u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u060c \u062a\u062d\u062a \u0625\u0634\u0631\u0627\u0641 \u0627\u0644\u0623\u0633\u062a\u0627\u0630 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0644\u062f\u0643\u062a\u0648\u0631 \u0623\u0633\u0627\u0645\u0629 \u0645\u062c\u064a\u062f \u0647\u0644\u0627\u0644.<\/p>\n\n\n\n<p class=\"has-text-align-right wp-block-paragraph\">\u0628\u062d\u062b\u062a \u0627\u0644\u0631\u0633\u0627\u0644\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0639\u062a\u0644\u0627\u0644 \u0634\u0628\u0643\u064a\u0629 \u0627\u0644\u0633\u0643\u0631\u064a \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0645\u0639 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0621 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0646 \u0637\u0631\u064a\u0642 \u062a\u0639\u062f\u064a\u0644 \u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a \u0627\u0644\u0641\u0627\u0626\u0642\u0629. Messidor-2 \u0648APTOS 2019 \u0648\u0647\u0645\u0627 \u0645\u062c\u0645\u0648\u0639\u062a\u0627\u0646 \u0645\u062e\u062a\u0644\u0641\u062a\u0627\u0646 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u064a\u062a\u0645 \u0627\u0633\u062a\u0639\u0645\u0627\u0644\u0647\u0645\u0627 \u0644\u062a\u062f\u0631\u064a\u0628 \u0645\u0639\u0645\u0627\u0631\u064a\u0651\u062a\u064a \u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u062a\u0644\u0627\u0641\u064a\u0641\u064a\u0629 (CNN) \u0627\u0644\u0645\u0634\u0647\u0648\u0631\u062a\u064a\u0646\u060c Inception-V3 \u0648EfficientNet B3.<br \/>\u0623\u062b\u0628\u062a\u062a \u0627\u0644\u0628\u0627\u062d\u062b\u0629 \u0641\u064a \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0623\u0646 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u062a\u0644\u0627\u0641\u064a\u0641\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u0639\u0645\u0644 Efficient Net B3 \u0627\u0644\u0645\u0639\u062f\u0644\u0629 \u0643\u0627\u0646\u062a \u0628\u064f\u0646\u064a\u0629 \u0641\u0639\u0627\u0644\u0629 \u0644\u0644\u063a\u0627\u064a\u0629 \u0644\u062a\u0634\u062e\u064a\u0635 \u0627\u0639\u062a\u0644\u0627\u0644 \u0634\u0628\u0643\u064a\u0629 \u0627\u0644\u0633\u0643\u0631\u064a \u062e\u0644\u0627\u0644 \u0627\u0644\u0645\u0631\u0627\u062d\u0644 \u0627\u0644\u062e\u0645\u0633 \u0644\u0644\u0645\u0631\u0636 \u0628\u0639\u062f \u0645\u0642\u0627\u0631\u0646\u0629 \u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0646\u0647\u062c\u064a\u0646.<\/p>\n\n\n\n<p class=\"has-text-align-right wp-block-paragraph\">\u0642\u0628\u0644\u062a \u0627\u0644\u0631\u0633\u0627\u0644\u0629 \u0628\u062a\u0642\u062f\u064a\u0631 \u062c\u064a\u062f \u062c\u062f\u0627\u064b. \u0645\u0628\u0627\u0631\u0643 \u0644\u0644\u0628\u0627\u062d\u062b\u0629 \u0648\u0627\u0644\u0645\u0634\u0631\u0641.<\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm1.qu.edu.iq\/wp-content\/uploads\/sites\/44\/2024\/02\/photo_2024-01-07_20-17-40.jpg\"><img decoding=\"async\" data-id=\"18920\" src=\"https:\/\/cm1.qu.edu.iq\/wp-content\/uploads\/sites\/44\/2024\/02\/photo_2024-01-07_20-17-40-1024x682.jpg\" alt=\"\" class=\"wp-image-18920\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm1.qu.edu.iq\/wp-content\/uploads\/sites\/44\/2024\/02\/photo_2024-01-28_19-38-19.jpg\"><img decoding=\"async\" data-id=\"18919\" src=\"https:\/\/cm1.qu.edu.iq\/wp-content\/uploads\/sites\/44\/2024\/02\/photo_2024-01-28_19-38-19-1024x682.jpg\" alt=\"\" class=\"wp-image-18919\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm1.qu.edu.iq\/wp-content\/uploads\/sites\/44\/2024\/02\/photo_2024-01-28_19-38-20.jpg\"><img decoding=\"async\" data-id=\"18921\" src=\"https:\/\/cm1.qu.edu.iq\/wp-content\/uploads\/sites\/44\/2024\/02\/photo_2024-01-28_19-38-20-1024x682.jpg\" alt=\"\" class=\"wp-image-18921\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/cm1.qu.edu.iq\/wp-content\/uploads\/sites\/44\/2024\/02\/photo_2024-01-28_19-38-21.jpg\"><img decoding=\"async\" data-id=\"18922\" src=\"https:\/\/cm1.qu.edu.iq\/wp-content\/uploads\/sites\/44\/2024\/02\/photo_2024-01-28_19-38-21-1024x682.jpg\" alt=\"\" class=\"wp-image-18922\" \/><\/a><\/figure>\n<\/figure>\n","protected":false},"excerpt":{"rendered":"<p>\u062a\u0645\u062a \u0645\u0646\u0627\u0642\u0634\u0629 \u0637\u0627\u0644\u0628\u0629 \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0647\u062f\u0649 \u0639\u0628\u062f \u0627\u0644\u062d\u0633\u064a\u0646 \u0639\u0628\u062f \u0627\u0644\u0623\u0645\u064a\u0631 \u0639\u0646 \u0631\u0633\u0627\u0644\u062a\u0647\u0627 \u0627\u0644\u0645\u0648\u0633\u0648\u0645\u0629 (\u062a\u0634\u062e\u064a\u0635 \u0627\u0639\u062a\u0644\u0627\u0644 \u0634\u0628\u0643\u064a\u0629 \u0627\u0644\u0633\u0643\u0631\u064a \u0639\u0644\u0649 \u0623\u0633\u0627\u0633 \u0627\u0644\u0634\u0628\u0643\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 &#8230; <a class=\"cz_readmore cz_readmore_no_icon\" href=\"https:\/\/cm.qu.edu.iq\/?p=18918\"><span>\u0627\u0642\u0631\u0623 \u0623\u0643\u062b\u0631<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":18921,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5,650],"tags":[],"class_list":["post-18918","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-5","category-650"],"_links":{"self":[{"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=\/wp\/v2\/posts\/18918","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=18918"}],"version-history":[{"count":0,"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=\/wp\/v2\/posts\/18918\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=\/wp\/v2\/media\/18921"}],"wp:attachment":[{"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=18918"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=18918"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=18918"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}