{"id":1101,"date":"2025-02-11T14:09:41","date_gmt":"2025-02-11T12:09:41","guid":{"rendered":"http:\/\/195.96.236.171\/news\/?p=1101"},"modified":"2025-02-11T14:09:41","modified_gmt":"2025-02-11T12:09:41","slug":"k%d0%be%d0%bd%d1%84%d0%b5%d1%80%d0%b5%d0%bd%d1%86%d0%b8%d1%8f-machine-learning-and-computer-vision-in-heliophysics","status":"publish","type":"post","link":"http:\/\/195.96.236.171\/news\/?p=1101","title":{"rendered":"K\u043e\u043d\u0444\u0435\u0440\u0435\u043d\u0446\u0438\u044f &#8220;Machine Learning and Computer Vision in Heliophysics&#8221;"},"content":{"rendered":"<p><a href=\"http:\/\/195.96.236.171\/news\/wp-content\/uploads\/2025\/02\/Leaflet_MCH_2025.jpg\"><img decoding=\"async\" class=\"alignleft size-medium wp-image-1102\" src=\"http:\/\/195.96.236.171\/news\/wp-content\/uploads\/2025\/02\/Leaflet_MCH_2025-213x300.jpg\" alt=\"\u043a\u043e\u043d\u0444\u0435\u0440\u0435\u043d\u0446\u0438\u044f Machine Learning and Computer Vision in Heliophysics\" width=\"213\" height=\"300\" srcset=\"http:\/\/195.96.236.171\/news\/wp-content\/uploads\/2025\/02\/Leaflet_MCH_2025-213x300.jpg 213w, http:\/\/195.96.236.171\/news\/wp-content\/uploads\/2025\/02\/Leaflet_MCH_2025.jpg 569w\" sizes=\"(max-width: 213px) 100vw, 213px\" \/><\/a>\u041a\u043e\u043d\u0444\u0435\u0440\u0435\u043d\u0446\u0438\u044f\u0442\u0430 MCH25 \u0441\u0435 \u0444\u043e\u043a\u0443\u0441\u0438\u0440\u0430 \u0432\u044a\u0440\u0445\u0443 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f\u0442\u0430 \u043d\u0430 \u0442\u0435\u0445\u043d\u0438\u043a\u0438\u0442\u0435 \u0437\u0430 \u043a\u043e\u043c\u043f\u044e\u0442\u044a\u0440\u043d\u043e \u0437\u0440\u0435\u043d\u0438\u0435 \u0438 \u043c\u0430\u0448\u0438\u043d\u043d\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u043a\u044a\u043c \u0445\u0435\u043b\u0438\u043e\u0444\u0438\u0437\u0438\u0447\u043d\u0438 \u0438\u0437\u0441\u043b\u0435\u0434\u0432\u0430\u043d\u0438\u044f \u0438 \u0441\u0438\u0441\u0442\u0435\u043c\u0438 \u0437\u0430 \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u0430\u043d\u0435, \u043a\u0430\u043a\u0442\u043e \u0438 \u0432\u044a\u0440\u0445\u0443 \u0438\u043d\u0442\u0435\u0433\u0440\u0438\u0440\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u0442\u0435\u0437\u0438 \u0442\u0435\u0445\u043d\u0438\u043a\u0438 \u0432 \u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u044f, \u043c\u043e\u0434\u0435\u043b\u0438\u0440\u0430\u043d\u0435 \u0438 \u043e\u043f\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u0438 \u0443\u0441\u0438\u043b\u0438\u044f \u0437\u0430 \u0441\u043b\u044a\u043d\u0447\u0435\u0432\u0430 \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442 \u0438 \u043a\u043e\u0441\u043c\u0438\u0447\u0435\u0441\u043a\u043e \u0432\u0440\u0435\u043c\u0435.<\/p>\n<p class=\"aLF-aPX-K0-aPE\">\u0422\u0435\u043c\u0438, \u043a\u043e\u0438\u0442\u043e \u0449\u0435 \u0431\u044a\u0434\u0430\u0442 \u0440\u0430\u0437\u0433\u043b\u0435\u0434\u0430\u043d\u0438 \u043d\u0430 MCH25:<\/p>\n<p class=\"aLF-aPX-K0-aPE\">&#8211; \u041f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u0437\u0430 \u043a\u043e\u043c\u043f\u044e\u0442\u044a\u0440\u043d\u043e \u0437\u0440\u0435\u043d\u0438\u0435 \u0438 \u043c\u0430\u0448\u0438\u043d\u043d\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u0432 \u0445\u0435\u043b\u0438\u043e\u0444\u0438\u0437\u0438\u043a\u0430\u0442\u0430, \u0432\u043a\u043b\u044e\u0447\u0438\u0442\u0435\u043b\u043d\u043e:<\/p>\n<ul>\n<li class=\"aLF-aPX-K0-aPE\">\u00a0\u0421\u043b\u044a\u043d\u0447\u0435\u0432 \u043c\u0430\u0433\u043d\u0435\u0442\u0438\u0437\u044a\u043c<\/li>\n<li class=\"aLF-aPX-K0-aPE\">\u0421\u043b\u044a\u043d\u0447\u0435\u0432\u0430 \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442 (\u0438\u0437\u0440\u0438\u0433\u0432\u0430\u043d\u0438\u044f, CME, \u0447\u0430\u0441\u0442\u0438\u0446\u0438)<\/li>\n<li class=\"aLF-aPX-K0-aPE\">\u0421\u043b\u044a\u043d\u0447\u0435\u0432 \u0432\u044f\u0442\u044a\u0440<\/li>\n<li class=\"aLF-aPX-K0-aPE\">\u041a\u043e\u0441\u043c\u0438\u0447\u0435\u0441\u043a\u043e \u0432\u0440\u0435\u043c\u0435 \u0438 \u043a\u043e\u0441\u043c\u0438\u0447\u0435\u0441\u043a\u0438 \u043a\u043b\u0438\u043c\u0430\u0442, \u043f\u0440\u043e\u043f\u0443\u0441\u043a\u0438 \u0438 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f, \u043a\u043e\u0438\u0442\u043e \u0442\u0440\u044f\u0431\u0432\u0430 \u0434\u0430 \u0431\u044a\u0434\u0430\u0442 \u0440\u0435\u0448\u0435\u043d\u0438 \u0441 CV \u0438 ML<\/li>\n<li class=\"aLF-aPX-K0-aPE\">\u0425\u0435\u043b\u0438\u043e\u0441\u0444\u0435\u0440\u043d\u0438 \u0440\u0430\u0434\u0438\u043e\u0438\u0437\u043b\u044a\u0447\u0432\u0430\u043d\u0438\u044f<\/li>\n<\/ul>\n<p class=\"aLF-aPX-K0-aPE\">\u2013 \u0422\u0435\u0445\u043d\u0438\u043a\u0438 \u0437\u0430 \u043a\u043e\u043c\u043f\u044e\u0442\u044a\u0440\u043d\u043e \u0437\u0440\u0435\u043d\u0438\u0435 \u0438 \u043c\u0430\u0448\u0438\u043d\u043d\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435<\/p>\n<p class=\"aLF-aPX-K0-aPE\">\u2013 \u041e\u0431\u044f\u0441\u043d\u0438\u043c\u043e \u043c\u0430\u0448\u0438\u043d\u043d\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u0438 \u0438\u043d\u0444\u043e\u0440\u043c\u0438\u0440\u0430\u043d\u0438 \u043e\u0442 \u0444\u0438\u0437\u0438\u043a\u0430\u0442\u0430 \u043c\u0440\u0435\u0436\u0438<\/p>\n<p class=\"aLF-aPX-K0-aPE\">\u2013 \u0418\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0438 \u0437\u0430 CV \u0438 ML (\u0431\u0430\u0437\u0438\u0440\u0430\u043d\u0438 \u043d\u0430 Python, OpenCV, scikit-learn, TF\/Pytorch \u0438 \u0434\u0440.)<\/p>\n<p class=\"aLF-aPX-K0-aPE\"><strong>\u041d\u0430\u0443\u0447\u0435\u043d \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u043e\u043d\u0435\u043d \u043a\u043e\u043c\u0438\u0442\u0435\u0442:<\/strong><\/p>\n<p class=\"aLF-aPX-K0-aPE\" style=\"padding-left: 40px;\">\u0425\u043e\u0440\u0445\u0435 <strong>\u0410\u043c\u0430\u044f<\/strong> (<em>ESA<\/em>)<br \/>\n\u041c\u0430\u043d\u043e\u043b\u0438\u0441 <strong>\u0413\u0435\u043e\u0440\u0433\u0443\u043b\u0438\u0441<\/strong> (<em>\u041b\u0430\u0431\u043e\u0440\u0430\u0442\u043e\u0440\u0438\u044f \u043f\u043e \u043f\u0440\u0438\u043b\u043e\u0436\u043d\u0430 \u0444\u0438\u0437\u0438\u043a\u0430, \u0423\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 \u0414\u0436\u043e\u043d \u0425\u043e\u043f\u043a\u0438\u043d\u0441, \u0421\u0410\u0429<\/em>)<br \/>\n\u0420\u043e\u0431\u044a\u0440\u0442 <strong>\u0414\u0436\u0430\u0440\u043e\u043b\u0438\u043c<\/strong> (<em>HAO, \u0421\u0410\u0429<\/em>)<br \/>\n\u0428\u0435\u0439\u043d <strong>\u041c\u0430\u043b\u043e\u043d\u0438<\/strong> (<em>\u0414\u044a\u0431\u043b\u0438\u043d\u0441\u043a\u0438 \u0438\u043d\u0441\u0442\u0438\u0442\u0443\u0442 \u0437\u0430 \u043d\u0430\u043f\u0440\u0435\u0434\u043d\u0430\u043b\u0438 \u0438\u0437\u0441\u043b\u0435\u0434\u0432\u0430\u043d\u0438\u044f, \u0418\u0440\u043b\u0430\u043d\u0434\u0438\u044f<\/em>)<br \/>\n\u041c\u0438\u043a\u0435\u043b\u0435 <strong>\u041f\u0438\u0430\u043d\u0430<\/strong> (<em>\u0423\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 \u043d\u0430 \u0413\u0435\u043d\u043e\u0432\u0430, \u0418\u0442\u0430\u043b\u0438\u044f<\/em>)<br \/>\n\u041f\u0438\u0435\u0442\u0440\u043e <strong>\u0417\u0443\u043a\u0430<\/strong> (<em>ASTRON, \u0425\u043e\u043b\u0430\u043d\u0434\u0438\u044f<\/em>)<br \/>\n\u041a\u0430\u043c\u0435\u043d <strong>\u041a\u043e\u0437\u0430\u0440\u0435\u0432<\/strong> (<em>\u0411\u044a\u043b\u0433\u0430\u0440\u0441\u043a\u0430 \u0430\u043a\u0430\u0434\u0435\u043c\u0438\u044f \u043d\u0430 \u043d\u0430\u0443\u043a\u0438\u0442\u0435 \u043d\u0430\u0443\u043a\u0438, \u0411\u044a\u043b\u0433\u0430\u0440\u0438\u044f<\/em>)<\/p>\n<p class=\"aLF-aPX-K0-aPE\">\u041a\u043e\u043d\u0444\u0435\u0440\u0435\u043d\u0446\u0438\u044f\u0442\u0430 MCH25 \u0435 \u0441\u043f\u043e\u043d\u0441\u043e\u0440\u0438\u0440\u0430\u043d\u0430 \u043e\u0442 \u043f\u0440\u043e\u0435\u043a\u0442 MOSAIICS, \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u0430 \u0412\u0418\u0425\u0420\u0415\u041d \u043d\u0430 \u0424\u043e\u043d\u0434 \u2018\u041d\u0430\u0443\u0447\u043d\u0438 \u0438\u0437\u0441\u043b\u0435\u0434\u0432\u0430\u043d\u0438\u044f\u2019, \u0434\u043e\u0433\u043e\u0432\u043e\u0440 \u041a\u041f-06-\u0414\u0412-8\/18.12.2019 \u0433.<\/p>\n<p class=\"aLF-aPX-K0-aPE\">\u041f\u043e\u0432\u0435\u0447\u0435 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f \u043d\u0430 <a href=\"https:\/\/mosaiics.astro.bas.bg\">https:\/\/mosaiics.astro.bas.bg<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u041a\u043e\u043d\u0444\u0435\u0440\u0435\u043d\u0446\u0438\u044f\u0442\u0430 MCH25 \u0441\u0435 \u0444\u043e\u043a\u0443\u0441\u0438\u0440\u0430 \u0432\u044a\u0440\u0445\u0443 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f\u0442\u0430 \u043d\u0430 \u0442\u0435\u0445\u043d\u0438\u043a\u0438\u0442\u0435 \u0437\u0430 \u043a\u043e\u043c\u043f\u044e\u0442\u044a\u0440\u043d\u043e \u0437\u0440\u0435\u043d\u0438\u0435 \u0438 \u043c\u0430\u0448\u0438\u043d\u043d\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u043a\u044a\u043c \u0445\u0435\u043b\u0438\u043e\u0444\u0438\u0437\u0438\u0447\u043d\u0438 \u0438\u0437\u0441\u043b\u0435\u0434\u0432\u0430\u043d\u0438\u044f \u0438 \u0441\u0438\u0441\u0442\u0435\u043c\u0438 \u0437\u0430 \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u0430\u043d\u0435, \u043a\u0430\u043a\u0442\u043e \u0438 \u0432\u044a\u0440\u0445\u0443 \u0438\u043d\u0442\u0435\u0433\u0440\u0438\u0440\u0430\u043d\u0435\u0442\u043e \u043d\u0430 \u0442\u0435\u0437\u0438 \u0442\u0435\u0445\u043d\u0438\u043a\u0438 \u0432 \u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u044f, \u043c\u043e\u0434\u0435\u043b\u0438\u0440\u0430\u043d\u0435 \u0438 \u043e\u043f\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u0438 \u0443\u0441\u0438\u043b\u0438\u044f \u0437\u0430 \u0441\u043b\u044a\u043d\u0447\u0435\u0432\u0430 \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442 \u0438 \u043a\u043e\u0441\u043c\u0438\u0447\u0435\u0441\u043a\u043e \u0432\u0440\u0435\u043c\u0435. \u0422\u0435\u043c\u0438, \u043a\u043e\u0438\u0442\u043e \u0449\u0435 \u0431\u044a\u0434\u0430\u0442 \u0440\u0430\u0437\u0433\u043b\u0435\u0434\u0430\u043d\u0438 \u043d\u0430 MCH25: &#8211; \u041f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u0437\u0430 \u043a\u043e\u043c\u043f\u044e\u0442\u044a\u0440\u043d\u043e \u0437\u0440\u0435\u043d\u0438\u0435 \u0438 \u043c\u0430\u0448\u0438\u043d\u043d\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 <a href='http:\/\/195.96.236.171\/news\/?p=1101' class='excerpt-more'>[&#8230;]<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4,3,2],"tags":[],"class_list":["post-1101","post","type-post","status-publish","format-standard","hentry","category-events","category-important","category-news","category-4-id","category-3-id","category-2-id","post-seq-1","post-parity-odd","meta-position-corners","fix"],"_links":{"self":[{"href":"http:\/\/195.96.236.171\/news\/index.php?rest_route=\/wp\/v2\/posts\/1101","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/195.96.236.171\/news\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/195.96.236.171\/news\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/195.96.236.171\/news\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/195.96.236.171\/news\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1101"}],"version-history":[{"count":1,"href":"http:\/\/195.96.236.171\/news\/index.php?rest_route=\/wp\/v2\/posts\/1101\/revisions"}],"predecessor-version":[{"id":1103,"href":"http:\/\/195.96.236.171\/news\/index.php?rest_route=\/wp\/v2\/posts\/1101\/revisions\/1103"}],"wp:attachment":[{"href":"http:\/\/195.96.236.171\/news\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1101"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/195.96.236.171\/news\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1101"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/195.96.236.171\/news\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1101"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}