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Ball Tracking in Sports Video
Motlík, Matúš ; Špaňhel, Jakub (referee) ; Bartl, Vojtěch (advisor)
This master's thesis deals with automatic detection and tracking of a soccer ball in sports videos. Based on the introduced techniques focusing on tracking of small objects in high-resolution videos, effective convolutional neural networks are designed and used by a modified version of tracking algorithm SORT for automatic object detection. A set of experiments with the processing of images in different resolutions and with various frequencies of detection extraction is carried out in order to examine the trade-off between processing speed and tracking accuracy. The obtained results of experiments are presented and used to form proposals for future work, which could lead to improvements in tracking accuracy while maintaining reasonable processing speed.
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Sports and Leisure Centre Brno
Winkler, Marek ; Vostrejž, Dušan (referee) ; Odvárka, Antonín (advisor)
The topic of my work was to revitalize, recreate and redefine the recreational and sports area Za Lužánkami. Despite its gradual ruining and poor technical conditions it still has something to offer. Indications of this are constant efforts to refresh sport activities and ambitions to bring to this place its lost glory. The main goal of this proposal was to focus on creating a football stadium, support and highlight its dominance and majesty. Stadium was dimensioned on real usefulness with capacity more than 20 000 spectators. The main element of the stadium is its placing in a rising surface and to create a construction which will be a pleasant attraction with its exterior raising pillars and roof construction from all cardinal points. Football stadium fulfills functions of a modern stadium in all required factors and its placing and connection and fulfills sports hall compliance and recreational area for all visitors and householders.
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Connecting the TV studios
Flimel, Peter ; Křepelka, Václav (referee) ; Filka, Miloslav (advisor)
In this bachelor thesis work is done TV link study in 2020, for the purpose of mediation football matches between studies in Prague and Bratislava. This work deals with optical connections and technology matters to revel in the transmission of large amounts of data.
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Intelligent Manager of Fantasy Premier League Game
Vasilišin, Maroš ; Burgetová, Ivana (referee) ; Hynek, Jiří (advisor)
Hra Fantasy Premier League poskytuje miliónom hráčov po celom svete možnosť stať sa na chvíľu manažérom svojho vlastného klubu. Výsledky a bodové ohodnotenie v hre závisia na správnom predvídaní, ako sa budú hráči chovať v skutočných futbalových zápasoch. Ak by pri tomto rozhodovaní pomáhal software na predikciu a analýzu budúcich výkonov hráčov, výsledky v hre sa môžu rapídne zlepšiť. Táto diplomová práca sa zaoberá návrhom a implementáciou predikčného modelu, ktorý využíva neurónové siete na predikcie časových radov počas celej sezóny v hre. Boli použité metódy na spracovanie dát o hráčoch a kluboch za posledné 4 sezóny. Výkonnosť a presnosť predikčných metód boli testované na dátach z poslednej sezóny Premier League a predikcie algoritmu sa vo väčšine prípadov blížili realite. Ak by sa užívateľ držal predikčného modelu v hre stopercentne, získal by väčší počet bodov ako bežný hráč, ktorý žiadny predikčný model nepoužíva.
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Soccer Team Information System
Vaško, Michal ; Musil, Martin (referee) ; Nosko, Svetozár (advisor)
The goal of this bachelor thesis is to create information system. Thesis is focused on users and their interaction with system. Manager of the team has rights to create injury, fine or trainings. Players are allowerd to join the trainings. System contains detail statistics about players and information about team positions in the league table. After match you are allowed to check team squad and the player's statistics from the match. PHP framework version 5.7 and MySQL database were used for the development of the system.
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Sport hall and its facilities for the elementary school Hudcova 35, Brno
Šmajda, Róbert ; Klimecký, Martin (referee) ; Gerö, Jiří (advisor)
The subject of the thesis is the design of the SPORTS HALL AND ITS FACILITIES FOR THE PRIMARY SCHOOL HUDCOVA 35, BRNO. The diploma thesis directly follows on from the developed urban planning study from subject AG056 - Pre-diploma project. The elaborated architectural study deals with the object of the sports hall and its facilities serving primarily elementary school students, fans of recreational sports, but also the general public. The addressed area is located in the Brno-Medlánky district. The building plot is spread over a slightly sloping terrain. The plot itself is currently surrounded by mostly flat fields, pastures and a historical park. The study of the sports hall, as well as the urban study of the territory, respects the surrounding terrain and the natural character of the landscape. It simultaneously recognizes pedestrian and traffic communication directions and connections to the immediate surroundings. The proposed hall together with the background, a tribune for 300 spectators, a multifunctional hall and a clubhouse with a buffet has the shape of a pure block cut into the terrain. It uses materials such as wood, glass and concrete. It consists of 3 floors and an entrance mezzanine. The balance between the proposed sports hall, the expression of respect for the current natural scenery and terrain relief is taken into account in the architectural expression of the entire object.
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The impact of fatigue on the kick accuracy of young soccer players
Ižovská, Jana ; Malý, Tomáš (advisor) ; Zahálka, František (referee)
Title: The impact of fatigue on the kick accuracy of young soccer players Objectives: Identify the relationship of fatigue and the kick accuracy of young soccer players. Methods: The study group consists of 20 players in the age between 17 and 22, who are actually operating on league level in the reserve of elite soccer club. Before loading, the players had 3 attempts of shooting into the middle of the goal by dominant and non-dominant leg. After loading, they had 3 attempts of shooting into the middle of the goal too, but only by dominant leg. We measured the speed and the accuracy of kicks before loading and after the maximum load. Results: The results of work give information about the impact of fatigue on the kick speed and accuracy of young soccer players. It has been found that after the impact of loading the soccer players had worse results in the studied parameters. Keywords: fatigue, kick, loading, skill, soccer
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Training of begining football players from 4 to 6 years old
Ondrušová, Lucia ; Pokorný, Ladislav (advisor) ; Přibyl, Ivan (referee)
Bachelor thesis has to inform about changes in level of selected motor skills and abilities during six weeks mesocycle, which is contained of the experimental elements of the initiative and performance improvements, depending on age. At the beginning mesocycle pre-school children were subjected to testing input and output at the end of testing, which consisted of four motor tests carried out in the open. Children were divided into two groups according to age. The first group of 3-5 years and a second group of 5-7 years.
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Evaluation and setting of standards of conventional ratio of flexors and extensors of knee of young athletes
Ižovská, Jana ; Zahálka, František (advisor) ; Džupa, Valér (referee)
Title: Evaluation and determination of standard ratio of extensors and flexors of the knee in sporting youth. Objectives: The aim of the thesis is to establish the standards of the force ratio H: Q for the youth football categories U16, U17, U18, U19, U21 and adult players of the Czech Republic and based on the prescription type of study to establish a percentage critical disbalance of dynamic knee stabilizers which may be the most common cause of injuries to dynamic or static knee joint stabilizers in soccer players. Methods: The monitored group of players consisted of football players playing in elite Czech football clubs, both in youth and senior categories, who meet the predetermined selection criteria. The isokinetic strength parameters were monitored using a Cybex Humac Norm isokinetic dynamometer (Cybex NORM ®, Humac, CA, USA). We investigated maximum strength moment (PT) of extensors and knee flexors of dominant and non-dominant limb at concentric contraction at angular velocities of 60, 180 and 300ř.s-1 . Then we watched the players wounded. If the injury occurred, then we looked back at its strength characteristics and the strength ratio between the extensors and flexors of the knees and whether it was possible to predict the injury and determine the critical level that indicates the...
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Intelligent Manager of Fantasy Premier League Game
Vasilišin, Maroš ; Burgetová, Ivana (referee) ; Hynek, Jiří (advisor)
Hra Fantasy Premier League poskytuje miliónom hráčov po celom svete možnosť stať sa na chvíľu manažérom svojho vlastného klubu. Výsledky a bodové ohodnotenie v hre závisia na správnom predvídaní, ako sa budú hráči chovať v skutočných futbalových zápasoch. Ak by pri tomto rozhodovaní pomáhal software na predikciu a analýzu budúcich výkonov hráčov, výsledky v hre sa môžu rapídne zlepšiť. Táto diplomová práca sa zaoberá návrhom a implementáciou predikčného modelu, ktorý využíva neurónové siete na predikcie časových radov počas celej sezóny v hre. Boli použité metódy na spracovanie dát o hráčoch a kluboch za posledné 4 sezóny. Výkonnosť a presnosť predikčných metód boli testované na dátach z poslednej sezóny Premier League a predikcie algoritmu sa vo väčšine prípadov blížili realite. Ak by sa užívateľ držal predikčného modelu v hre stopercentne, získal by väčší počet bodov ako bežný hráč, ktorý žiadny predikčný model nepoužíva.
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