{"id":26935,"date":"2026-09-27T19:57:23","date_gmt":"2026-09-27T17:57:23","guid":{"rendered":"https:\/\/www.itspy.cz\/thesis\/zvysenie-rozlisenia-a-rekonstrukcia-obrazu-pomocougenerativnych-neuronovych-sieti\/"},"modified":"2026-09-27T20:08:33","modified_gmt":"2026-09-27T18:08:33","slug":"zvysenie-rozlisenia-a-rekonstrukcia-obrazu-pomocougenerativnych-neuronovych-sieti","status":"publish","type":"thesis","link":"https:\/\/www.itspy.cz\/sk\/thesis\/zvysenie-rozlisenia-a-rekonstrukcia-obrazu-pomocougenerativnych-neuronovych-sieti\/","title":{"rendered":"Zv\u00fd\u0161enie rozl\u00ed\u0161enia a rekon\u0161trukcia obrazu pomocou\ngenerat\u00edvnych neur\u00f3nov\u00fdch siet\u00ed"},"content":{"rendered":"<p>Diplomov\u00e1 pr\u00e1ca sa venuje zvy\u0161ovaniu rozl\u00ed\u0161enia obr\u00e1zkov<br \/>\npomocou umelej inteligencie. Cie\u013eom je z nekvalitn\u00e9ho alebo<br \/>\nmal\u00e9ho obr\u00e1zka vytvori\u0165 detailnej\u0161iu a vizu\u00e1lne<br \/>\nkvalitnej\u0161iu verziu. V pr\u00e1ci bol navrhnut\u00fd model<br \/>\nConvNeXt-SRGAN, ktor\u00fd upravuje existuj\u00faci pr\u00edstup SRGAN<br \/>\npou\u017eit\u00edm modernej\u0161\u00edch stavebn\u00fdch blokov neur\u00f3novej siete.<br \/>\nV\u00fdsledky uk\u00e1zali, \u017ee nov\u00fd model dok\u00e1\u017ee v niektor\u00fdch<br \/>\npr\u00edpadoch vytvori\u0165 ostrej\u0161ie hrany a prirodzenej\u0161ie jemn\u00e9<br \/>\ntext\u00fary, pri\u010dom z\u00e1rove\u0148 v\u00fdrazne zni\u017euje v\u00fdpo\u010dtov\u00fa n\u00e1ro\u010dnos\u0165<br \/>\nniektor\u00fdch \u010dast\u00ed siete.Tak\u00e9to met\u00f3dy m\u00f4\u017eu by\u0165 v praxi<br \/>\nvyu\u017eit\u00e9 napr\u00edklad pri vylep\u0161ovan\u00ed star\u00fdch alebo<br \/>\nnekvalitn\u00fdch fotografi\u00ed, digit\u00e1lnom zoome \u010di spracovan\u00ed<br \/>\nobrazu v r\u00f4znych aplik\u00e1ci\u00e1ch. Pre be\u017en\u00e9ho \u010dloveka to m\u00f4\u017ee<br \/>\nznamena\u0165 kvalitnej\u0161ie obr\u00e1zky aj v pr\u00edpadoch, ke\u010f p\u00f4vodn\u00e9<br \/>\nd\u00e1ta nemaj\u00fa dostato\u010dn\u00e9 rozl\u00ed\u0161enie.<\/p>\n","protected":false},"featured_media":26744,"template":"","meta":{"_acf_changed":false,"_links_to":"","_links_to_target":""},"university":[231,223],"thesis-year":[468],"class_list":["post-26935","thesis","type-thesis","status-publish","has-post-thumbnail","hentry","thesis-year-468"],"acf":{"autor":"Roman Rapco","portret":"","vedouci":"Ing. Miron Kuzma, PhD."},"_links":{"self":[{"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/thesis\/26935","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/thesis"}],"about":[{"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/types\/thesis"}],"version-history":[{"count":1,"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/thesis\/26935\/revisions"}],"predecessor-version":[{"id":27100,"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/thesis\/26935\/revisions\/27100"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/media\/26744"}],"wp:attachment":[{"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/media?parent=26935"}],"wp:term":[{"taxonomy":"university","embeddable":true,"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/university?post=26935"},{"taxonomy":"thesis-year","embeddable":true,"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/thesis-year?post=26935"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}