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National Repository of Grey Literature

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Assessment of Economic Situation of the Company Foltýn, Lukáš ; Karas, Michal (referee) ; Srbová, Pavla (advisor) The bachelor's thesis is focused on the evaluation of the economic situation of the company. The company is then focused on the years 2017 to 2021. The company's performance is compared both with selected competitors and with industry values. As part of the theoretical part, methods are presented, which are subsequently used in the analytical part to evaluate the economic situation of the company. In the proposal part, proposals are presented leading to the improvement of the economic situation of the company. Detailed record

Improvement of Methods for Detection and Classification of Damages in Fingerprint Images Foltyn, Lukáš ; Heidari, Mona (referee) ; Kanich, Ondřej (advisor) Cílem této práce je vylepšit stávající metody detekce a klasifikace poškození na snímcích otisků prstů s využitím předchozích prací studentů Vysokého učení technického v Brně. Práce je postavena na třech aplikacích: generátoru čárového poškození (jizvy, vlasy, rýhy), generátoru vlhkosti a aplikaci poskytující více různých modelů pro detekci a klasifikaci poškození otisků prstů. Pro vylepšení byly vybrány tři nejpřesnější modely - Faster-RCNN ResNet50, Faster-RCNN ResNet101 a CenterNet ResNet101. Práce popisuje vytvoření datové sady pomocí nepoškozených syntetických snímků otisků prstů s výše uvedenými uměle zavedenými poškozeními. Snaha o zlepšení přesnosti predikce modelů byla založena na přesnějším anotovaní ohraničujících boxů a úpravě hyperparametrů. Přestože práce přinesla určitá zlepšení, výsledky nejsou konzistentně úspěšné u všech modelů a typů poškození. Detailed record

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2	Foltyn, Lukáš

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