\u0645\u0646\u0627\u0642\u0634\u0629 \u0631\u0633\u0627\u0644\u0629 \u0645\u0627\u062c\u0633\u062a\u064a\u0631\u00a0 \u0641\u064a \u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a – \u0642\u0633\u0645 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0628\u0639\u0646\u0648\u0627\u0646:<\/p>\n
(\u062a\u0635\u0646\u064a\u0641 \u0623\u0645\u0631\u0627\u0636 \u0627\u0644\u062c\u0644\u062f \u0639\u0646\u062f \u0627\u0644\u0627\u0637\u0641\u0627\u0644 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062a\u062c\u0645\u064a\u0639\u064a)<\/p>\n
\u0646\u0648\u0642\u0634\u062a \u0641\u064a \u0642\u0627\u0639\u0629 \u0627\u0644\u0643\u0644\u064a\u0629 \u0628\u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a \u0641\u064a \u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0648\u0635\u0644 \u064a\u0648\u0645 \u0627\u0644\u0627\u062b\u0646\u064a\u0646 \u0628\u062a\u0627\u0631\u064a\u062e 2025\/6\/23 \u0631\u0633\u0627\u0644\u0629 \u0645\u0627\u062c\u0633\u062a\u064a\u0631\u00a0 \u0627\u0644\u0637\u0627\u0644\u0628\u0629 \u0641\u0627\u0637\u0645\u0647 \u0645\u0639\u0646 \u0639\u0628\u062f\u0627\u0644\u0644\u0637\u064a\u0641 \u00a0\u0648\u0628\u0625\u0634\u0631\u0627\u0641 \u0627\u0644\u0627\u0633\u062a\u0627\u0630 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0633\u064a\u0644 \u0648\u0644\u064a\u062f \u0639\u0644\u064a<\/p>\n
\u062a\u0646\u0627\u0648\u0644\u062a \u0627\u0644\u0631\u0633\u0627\u0644\u0629 \u062a\u0635\u0646\u064a\u0641 \u062e\u0645\u0633 \u0627\u0646\u0648\u0627\u0639 \u0644\u0623\u0645\u0631\u0627\u0636 \u0627\u0644\u062c\u0644\u062f \u0644\u0623\u0643\u062b\u0631 \u0627\u0646\u062a\u0634\u0627\u0631\u0627\u064b \u0628\u064a\u0646 \u0627\u0644\u0627\u0637\u0641\u0627\u0644 (\u062c\u062f\u0631\u064a \u0627\u0644\u0645\u0627\u0621 Chickenpox, \u0627\u0644\u0627\u0643\u0632\u064a\u0645\u0627 Eczema, \u0627\u0644\u0642\u0648\u0628\u0627\u0621 Impetigo, \u0627\u0644\u0634\u0631\u0649 Urticaria, \u0627\u0644\u062b\u0622\u0644\u064a\u0644 (Warts \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062a\u062c\u0645\u064a\u0639\u064a ( \u0627\u0644\u063a\u0627\u0628\u0629 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u00a0\u00a0, Adaboost , XGBoost, Random Forest \u0627\u0644\u062a\u0643\u062f\u064a\u0633Stacking).<\/p>\n
\u062a\u0637\u0631\u0642\u062a \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0625\u0644\u0649 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0629 Histogram of Oriented Gradients) \u00a0\u00a0HOG(\u0644\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062b\u0645 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0627\u0630\u062c ( \u0627\u0644\u063a\u0627\u0628\u0629 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u00a0( Adaboost , XGBoost, Random Forest. \u0648\u062a\u0646\u0627\u0648\u0644\u062a \u0627\u064a\u0636\u0627\u064b \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062a\u062c\u0645\u064a\u0639\u064a \u0627\u0644\u0639\u0645\u064a\u0642 \u0648\u0627\u0644\u0645\u062a\u0645\u062b\u0644 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062a\u0643\u062f\u064a\u0633 Stacking \u0627\u0644\u0647\u062c\u064a\u0646 RESLR \u0648\u0627\u0644\u0630\u064a \u064a\u062c\u0645\u0639 \u0628\u064a\u0646 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u062a\u064a Resnet50 \u0648\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u0644\u0648\u062c\u0633\u062a\u064a Logistic Regression \u0644\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0639\u062f \u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627 \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u064a\u0632\u0627\u062a\u0647\u0627 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 ResNet50.<\/p>\n
\u0627\u0646 \u0627\u0644\u0647\u062f\u0641 \u0627\u0644\u0631\u0626\u064a\u0633\u064a \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0631\u0633\u0627\u0644\u0629 \u0647\u0648 \u0628\u0646\u0627\u0621 \u0646\u0638\u0627\u0645 \u0641\u0639\u0627\u0644 \u0648\u062f\u0642\u064a\u0642 \u0644\u062a\u0623\u0645\u064a\u0646 \u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0644\u0644\u0623\u0637\u0641\u0627\u0644 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0637\u0628\u064a\u0642 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062a\u062c\u0645\u064a\u0639\u064a \u0627\u0644\u0630\u064a \u0633\u0627\u0639\u062f \u0639\u0644\u0649\u00a0 \u0631\u0635\u062f \u0647\u0630\u0647 \u0627\u0644\u0623\u0645\u0631\u0627\u0636 \u0641\u064a \u0645\u0631\u0627\u062d\u0644\u0647\u0627 \u0627\u0644\u0627\u0648\u0644\u064a\u0629 \u0648\u0628\u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629 \u0644\u0644\u062d\u062f \u0645\u0646 \u062a\u0641\u0627\u0642\u0645 \u0627\u0644\u0625\u0635\u0627\u0628\u0629 \u0648\u0627\u0646\u062a\u0634\u0627\u0631\u0647\u0627 \u0628\u064a\u0646 \u0627\u0644\u0623\u0637\u0641\u0627\u0644\u060c \u0643\u0645\u0627 \u064a\u0645\u0643\u0646 \u0625\u0646 \u062a\u0639\u062f \u0648\u0633\u064a\u0644\u0629 \u0641\u0639\u0627\u0644\u0629 \u0644\u062a\u0631\u0634\u064a\u062f \u0627\u0644\u0648\u0642\u062a \u0648\u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0648\u0627\u0644\u0645\u0627\u0644\u064a\u0629\u00a0 .<\/p>\n
<\/p>\n
\u062a\u0623\u0644\u0641\u062a \u0644\u062c\u0646\u0629 \u0627\u0644\u0645\u0646\u0627\u0642\u0634\u0629<\/p>\n
\u0623. \u062f. \u0646\u062c\u0644\u0627\u0621 \u0623\u0643\u0631\u0645 \u064a\u0648\u0646\u0633 (\u0631\u0626\u064a\u0633\u0627)<\/p>\n
\u0623. \u0645. \u062f. \u062c\u0645\u0627\u0644 \u0635\u0644\u0627\u062d \u0627\u0644\u062f\u064a\u0646 \u0645\u062c\u064a\u062f (\u0639\u0636\u0648\u0627)<\/p>\n
\u0623. \u0645. \u062f. \u0623\u0634\u0631\u0641 \u0639\u0628\u062f\u0627\u0644\u0645\u0646\u0639\u0645 \u0639\u0628\u062f\u0627\u0644\u0645\u062c\u064a\u062f \u00a0(\u0639\u0636\u0648\u0627)<\/p>\n
\u0623. \u0645. \u0627\u0633\u064a\u0644 \u0648\u0644\u064a\u062f \u0639\u0644\u064a (\u0639\u0636\u0648\u0627 \u0648\u0645\u0634\u0631\u0641\u0627)<\/p>\n","protected":false},"excerpt":{"rendered":"
\u0645\u0646\u0627\u0642\u0634\u0629 \u0631\u0633\u0627\u0644\u0629 \u0645\u0627\u062c\u0633\u062a\u064a\u0631\u00a0 \u0641\u064a \u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a – \u0642\u0633\u0645 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0628\u0639\u0646\u0648\u0627\u0646: (\u062a\u0635\u0646\u064a\u0641 \u0623\u0645\u0631\u0627\u0636 \u0627\u0644\u062c\u0644\u062f \u0639\u0646\u062f \u0627\u0644\u0627\u0637\u0641\u0627\u0644 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062a\u062c\u0645\u064a\u0639\u064a) \u0646\u0648\u0642\u0634\u062a \u0641\u064a \u0642\u0627\u0639\u0629 \u0627\u0644\u0643\u0644\u064a\u0629 \u0628\u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a \u0641\u064a \u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0645\u0648\u0635\u0644 \u064a\u0648\u0645 \u0627\u0644\u0627\u062b\u0646\u064a\u0646 \u0628\u062a\u0627\u0631\u064a\u062e 2025\/6\/23 \u0631\u0633\u0627\u0644\u0629 \u0645\u0627\u062c\u0633\u062a\u064a\u0631\u00a0 \u0627\u0644\u0637\u0627\u0644\u0628\u0629 \u0641\u0627\u0637\u0645\u0647 \u0645\u0639\u0646 \u0639\u0628\u062f\u0627\u0644\u0644\u0637\u064a\u0641 \u00a0\u0648\u0628\u0625\u0634\u0631\u0627\u0641 \u0627\u0644\u0627\u0633\u062a\u0627\u0630 \u0627\u0644\u0645\u0633\u0627\u0639\u062f \u0627\u0633\u064a\u0644 \u0648\u0644\u064a\u062f \u0639\u0644\u064a \u062a\u0646\u0627\u0648\u0644\u062a \u0627\u0644\u0631\u0633\u0627\u0644\u0629 \u062a\u0635\u0646\u064a\u0641 \u062e\u0645\u0633 \u0627\u0646\u0648\u0627\u0639 \u0644\u0623\u0645\u0631\u0627\u0636 \u0627\u0644\u062c\u0644\u062f \u0644\u0623\u0643\u062b\u0631 \u0627\u0646\u062a\u0634\u0627\u0631\u0627\u064b \u0628\u064a\u0646 \u0627\u0644\u0627\u0637\u0641\u0627\u0644 (\u062c\u062f\u0631\u064a \u0627\u0644\u0645\u0627\u0621 Chickenpox, \u0627\u0644\u0627\u0643\u0632\u064a\u0645\u0627 Eczema, \u0627\u0644\u0642\u0648\u0628\u0627\u0621 Impetigo, \u0627\u0644\u0634\u0631\u0649 Urticaria, \u0627\u0644\u062b\u0622\u0644\u064a\u0644 (Warts \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062a\u062c\u0645\u064a\u0639\u064a ( \u0627\u0644\u063a\u0627\u0628\u0629 \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 \u00a0\u00a0, Adaboost , XGBoost, Random Forest \u0627\u0644\u062a\u0643\u062f\u064a\u0633Stacking). \u062a\u0637\u0631\u0642\u062a \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0625\u0644\u0649 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0629 Histogram of Oriented Gradients) \u00a0\u00a0HOG(\u0644\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062b\u0645 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0646\u0645\u0627\u0630\u062c ( \u0627\u0644\u063a\u0627\u0628\u0629 [\u0625\u0642\u0631\u0623 \u0627\u0644\u0645\u0632\u064a\u062f]<\/a><\/p>\n","protected":false},"author":20,"featured_media":44727,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-44726","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-3"],"_links":{"self":[{"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/posts\/44726","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/users\/20"}],"replies":[{"embeddable":true,"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/comments?post=44726"}],"version-history":[{"count":1,"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/posts\/44726\/revisions"}],"predecessor-version":[{"id":44728,"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/posts\/44726\/revisions\/44728"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/media\/44727"}],"wp:attachment":[{"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/media?parent=44726"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/categories?post=44726"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/uomosul.edu.iq\/computerscience\/wp-json\/wp\/v2\/tags?post=44726"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}