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National Repository of Grey Literature

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App Supporting Strength Sports Training Klem, Richard ; Tesařová, Alena (referee) ; Herout, Adam (advisor) Tato práce představuje nový přístup k analýze výkonu v silových sportech pomocí modelu strojového učení pro odhad lidské pózy. Implementované řešení využívá model RTMPose k odhadu klíčových bodů lidské pózy, následně odvozuje polohu činky ze souřadnic zápěstí a vypočítává výkonnostní metriky. Konkrétní úhly kamery nebo viditelné kotouče nejsou vyžadovány. Navrhovaná metoda vylepšuje tradiční silový trénink tím, že poskytuje zpětnou vazbu a výkonnostní metriky, jako je průměrná rychlost, a ukazuje se jako účinná ve veřejných posilovnách i v domácím prostředí, a to i pro cvičení s vlastní vahou nebo pomůckami jako je např. odporová guma. Rozsáhlé experimenty potvrzují širokou použitelnost navrhnutého řešení. Srovnání s profesionálním systémem Qualisys prokazuje dostatečnou kvalitu aplikace. Detailed record

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