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National Repository of Grey Literature

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Visual Camera Orientation Estimation using Machine Learning Kubička, Martin ; Polášek, Tomáš (referee) ; Čadík, Martin (advisor) Účel tejto práce je vytvoriť model pomocou sférických konvolučných neuronových sietí, ktorý vie odhadnúť orientáciu kamery z dvoch vstupov, kde prvým vstupom je panoráma a druhým vstupom je fotka, ktorá zachytáva určitú časť panorámy. Inými slovami, úlohou je nájsť kde v panoráme, ktorá tvorí prvý vstup, sa nachádza fotka, ktorá tvorí druhý vstup. Mimo troch vytvorených modelov, ktoré riešia daný problém, vzniklo aj 6 nových datasetov, ktoré rozširujú momentálne dostupný počet datasetov, ktorých fotky sú v equirectangulárnom alebo stereografickom formáte Detailed record

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4	Kubička, Milan

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