{"id":1908,"date":"2018-10-11T15:17:12","date_gmt":"2018-10-11T18:17:12","guid":{"rendered":"https:\/\/iate.oac.uncor.edu\/?p=1908"},"modified":"2018-10-11T15:17:12","modified_gmt":"2018-10-11T18:17:12","slug":"seminario-deteccion-de-galaxias-y-clasificacion-morfologica-de-galaxias-con-deep-learning","status":"publish","type":"post","link":"https:\/\/iate.oac.uncor.edu\/en\/2018\/10\/11\/seminario-deteccion-de-galaxias-y-clasificacion-morfologica-de-galaxias-con-deep-learning\/","title":{"rendered":"Seminario: Detecci\u00f3n de galaxias y Clasificaci\u00f3n Morfol\u00f3gica de Galaxias con Deep Learning"},"content":{"rendered":"<p><strong>Expositor<\/strong>: Gonzalo Vodanovic (FaMAF &amp; UTN-FRVM)<\/p>\n<p><strong>Date<\/strong>: Viernes 12 de Octubre de 2018, 11 hs, Auditorio IATE.<\/p>\n<p>Abstract:<\/p>\n<p style=\"text-align: justify;\">En las \u00faltimos a\u00f1os se ha aplicado los m\u00e9todos de Deep Learning (CNNs) en numerosos problemas astron\u00f3micos. En este seminario se revisar\u00e1n las diferentes arquitecturas y sus rendimientos en la detecci\u00f3n y clasificaci\u00f3n morfol\u00f3gica autom\u00e1tica de galaxias. Dada la alta complejidad de las arquitecturas utilizadas se discutir\u00e1 la aplicaci\u00f3n de m\u00e9todos de optimizaci\u00f3n (PSO) para la selecci\u00f3n de los hiper-par\u00e1metros y posibles mejoras en sus rendimientos. Los m\u00e9todos desarrollados resultan aplicables a numerosos problemas donde se aplica CNNs.<\/p>","protected":false},"excerpt":{"rendered":"<p>Expositor: Gonzalo Vodanovic (FaMAF &amp; UTN-FRVM) Fecha: Viernes 12 de Octubre de 2018, 11 hs, Auditorio IATE. Resumen: En las \u00faltimos a\u00f1os se ha aplicado los m\u00e9todos de Deep Learning (CNNs) en numerosos problemas astron\u00f3micos. En este seminario se revisar\u00e1n las diferentes arquitecturas y sus rendimientos en la detecci\u00f3n y&hellip;<\/p>","protected":false},"author":1,"featured_media":1508,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-1908","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-novedades"],"_links":{"self":[{"href":"https:\/\/iate.oac.uncor.edu\/en\/wp-json\/wp\/v2\/posts\/1908","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/iate.oac.uncor.edu\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/iate.oac.uncor.edu\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/iate.oac.uncor.edu\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/iate.oac.uncor.edu\/en\/wp-json\/wp\/v2\/comments?post=1908"}],"version-history":[{"count":0,"href":"https:\/\/iate.oac.uncor.edu\/en\/wp-json\/wp\/v2\/posts\/1908\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/iate.oac.uncor.edu\/en\/wp-json\/wp\/v2\/media\/1508"}],"wp:attachment":[{"href":"https:\/\/iate.oac.uncor.edu\/en\/wp-json\/wp\/v2\/media?parent=1908"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/iate.oac.uncor.edu\/en\/wp-json\/wp\/v2\/categories?post=1908"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/iate.oac.uncor.edu\/en\/wp-json\/wp\/v2\/tags?post=1908"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}