{"id":21640,"date":"2025-08-25T14:12:59","date_gmt":"2025-08-25T13:12:59","guid":{"rendered":"https:\/\/www.arhns.uns.ac.rs\/givsf\/?p=21640"},"modified":"2025-09-25T20:16:29","modified_gmt":"2025-09-25T19:16:29","slug":"kako-dodatni-render-passovi-uticu-na-preciznost-i-realisticnost-ai-editovanja-rendera-enterijera","status":"publish","type":"post","link":"https:\/\/www.arhns.uns.ac.rs\/givsf\/kako-dodatni-render-passovi-uticu-na-preciznost-i-realisticnost-ai-editovanja-rendera-enterijera\/","title":{"rendered":"Kako dodatni render passovi uti\u010du na preciznost i realisti\u010dnost AI editovanja rendera enterijera &#8211; Faza I"},"content":{"rendered":"\n<p><strong>Oblast istra\u017eivanja<\/strong>: Primena ve\u0161ta\u010dke inteligencije u obradi i optimizaciji rendera enterijera.<\/p>\n\n\n\n<p><strong>Tema istra\u017eivanja<\/strong>: Uticaj dodatnih render passova na kvalitet i realisti\u010dnost AI generisanih izmena na ve\u0107 postoje\u0107im renderima.<\/p>\n\n\n\n<p><strong>Stanje u oblasti<\/strong>:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI alati (Photoshop Generative Fill, Topaz, Luminar, Runway, Stable Diffusion plug-inovi) ve\u0107 se koriste za brze izmene slika i rendera.<\/li>\n\n\n\n<li>AI mo\u017ee uspe\u0161no da ukloni, doda ili promeni elemente na 2D prikazu, me\u0111utim nastaju problemi sa perspektivom, materijalima, osvetljenjem, skaliranjem&#8230;<\/li>\n<\/ul>\n\n\n\n<p><strong>Problemi<\/strong>:<br>AI \u010desto ne prepoznaje granice objekata ili dubinu prostora i to dovodi do lo\u0161ijih rezultata koji su nepredvidivi.<br><br><strong>Cilj<\/strong>:<br>Ispitati u kojoj meri kori\u0161\u0107enje dodatnih render passova (Z-Depth, Material ID, Object ID, Lighting) pobolj\u0161ava kvalitet AI editovanja arhitektonskih enterijera, posebno kod uklanjanja ili zamene ve\u0107 prisutnih objekata na tom renderu.<br><br><strong>Hipoteza<\/strong>:<br>Dodavanje render passova zna\u010dajno pove\u0107ava ta\u010dnost i realisti\u010dnost AI izmena, jer softver dobija bolju informaciju o prostoru i materijalima.<br><br><strong>Kriterijumi<\/strong>:<br>Promenjeni element rendera je vizuelno realan i uskla\u0111en sa ostatkom rendera.<br><strong><br>Metode<\/strong>:<br>Izvo\u0111enje AI editovanja u ComfyUI; kori\u0161\u0107enje istog rendera sa i bez render passova, postepeno dodavanje render pass-ova i pore\u0111enje dobijenih rezultata.<br><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Oblast istra\u017eivanja: Primena ve\u0161ta\u010dke inteligencije u obradi i optimizaciji rendera enterijera. Tema istra\u017eivanja: Uticaj dodatnih render passova na kvalitet i realisti\u010dnost AI generisanih izmena na ve\u0107 postoje\u0107im renderima. Stanje u oblasti: Problemi:AI \u010desto ne prepoznaje granice objekata ili dubinu prostora i to dovodi do lo\u0161ijih rezultata koji su nepredvidivi. Cilj:Ispitati u kojoj meri kori\u0161\u0107enje dodatnih&hellip; <a class=\"more-link\" href=\"https:\/\/www.arhns.uns.ac.rs\/givsf\/kako-dodatni-render-passovi-uticu-na-preciznost-i-realisticnost-ai-editovanja-rendera-enterijera\/\">Continue reading <span class=\"screen-reader-text\">Kako dodatni render passovi uti\u010du na preciznost i realisti\u010dnost AI editovanja rendera enterijera &#8211; Faza I<\/span><\/a><\/p>\n","protected":false},"author":661,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[656],"tags":[],"coauthors":[644],"class_list":["post-21640","post","type-post","status-publish","format-standard","hentry","category-24-25-radovi","entry"],"_links":{"self":[{"href":"https:\/\/www.arhns.uns.ac.rs\/givsf\/wp-json\/wp\/v2\/posts\/21640","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.arhns.uns.ac.rs\/givsf\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.arhns.uns.ac.rs\/givsf\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.arhns.uns.ac.rs\/givsf\/wp-json\/wp\/v2\/users\/661"}],"replies":[{"embeddable":true,"href":"https:\/\/www.arhns.uns.ac.rs\/givsf\/wp-json\/wp\/v2\/comments?post=21640"}],"version-history":[{"count":3,"href":"https:\/\/www.arhns.uns.ac.rs\/givsf\/wp-json\/wp\/v2\/posts\/21640\/revisions"}],"predecessor-version":[{"id":22765,"href":"https:\/\/www.arhns.uns.ac.rs\/givsf\/wp-json\/wp\/v2\/posts\/21640\/revisions\/22765"}],"wp:attachment":[{"href":"https:\/\/www.arhns.uns.ac.rs\/givsf\/wp-json\/wp\/v2\/media?parent=21640"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.arhns.uns.ac.rs\/givsf\/wp-json\/wp\/v2\/categories?post=21640"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.arhns.uns.ac.rs\/givsf\/wp-json\/wp\/v2\/tags?post=21640"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.arhns.uns.ac.rs\/givsf\/wp-json\/wp\/v2\/coauthors?post=21640"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}