|
|
Advanced image analysis using deep neural networks
Hynek, Vojtěch ; Přinosil, Jiří (referee) ; Kiac, Martin (advisor)
This bachelor thesis deals with the problem of object detection in images using a convolutional neural network. The result of this work is a custom dataset, a neural network model YOLOv4 and a script used to process the resulting model data. The dataset contains 8080 images on which 14 objects are annotated. The neural network model was reduced in depth, which significantly increased the speed of the detection itself. The script processing the resulting data calculates the 3D and GPS coordinates of the detected object in space. The paper concludes by summarizing the results of the model and at the same time suggesting how the quality of the dataset could be improved.
|
|
|
Analysis of academic drop-out rates of FTVS students in the fields of TVS Management and Physiotherapy
Hynek, Vojtěch ; Hojka, Vladimír (advisor) ; Opelík, Daniel (referee)
Title: Analysis of drop-out rates of FTVS students in the Management of TVS and Physiotherapy study programs. Objectives: Main objective of this master theses is to analyse the development of student drop- out and graduation rates in the bachelor's and master's degree programs in Physiotherapy and Management of physical education and sport at the Faculty of Physical Education and Sport in last twelve years based on data from SIMS (Student Information Matrix). Methods: The paper uses the method of analysis of cohort failure rate linked to the year of enrolment and the calculation of graduation rate based on the methodology of calculation of the Ministry of Education, Youth and Sports in the framework of the rules for financing public universities. Results: The academic dropout rate in the monitored programmes varies more over the monitored years. Graduation rate values show more stability. The development in study programmes is different, even for the same types of study programmes. The dropout rate in Bachelor's degree programmes is higher than in Master's degree programmes and so is the graduation rate. Physiotherapy degree programmes have a lower dropout rate than Sports management degree programmes and a higher graduation rate. The Physiotherapy study programmes are among the better ones in...
|
|
|
Comparison of Russian, Czech and English vocabulary in the subject area of skiing
Hynek, Vojtěch ; Rozboudová, Lenka (advisor) ; Konečný, Jakub (referee)
The bachelor thesis focuses on the comparison of the vocabulary of skiing between Czech, Russian and English. The thesis compares lexical units related to downhill, cross-country or acrobatic skiing. The practical part examines the origins of individual words, phrases, names of particular sports equipment or activities. Furthermore, the bachelor thesis deals with the complexities in the field of translation or the complexities in the field of researching the origin of individual terms.
|
|
|
Advanced image analysis using deep neural networks
Hynek, Vojtěch ; Přinosil, Jiří (referee) ; Kiac, Martin (advisor)
This bachelor thesis deals with the problem of object detection in images using a convolutional neural network. The result of this work is a custom dataset, a neural network model YOLOv4 and a script used to process the resulting model data. The dataset contains 8080 images on which 14 objects are annotated. The neural network model was reduced in depth, which significantly increased the speed of the detection itself. The script processing the resulting data calculates the 3D and GPS coordinates of the detected object in space. The paper concludes by summarizing the results of the model and at the same time suggesting how the quality of the dataset could be improved.
|
|
|
Comparing of the impact of salary caps in NHL and NBA
Hynek, Vojtěch ; Šíma, Jan (advisor) ; Ruda, Tomáš (referee)
Title: Comparing of the impact of salary caps in NHL and NBA Objectives: My objective for these Theses is to compare impact of salary caps in North American professional sports leagues NBA and NHL. Methods: For comparing of the impact of salary caps my Theses using methods of measuring of competetive balance and descriptive analysis of salary caps development. Results: Results indicating how big is impact of salary caps in sports leagues and how that impact shows itself and what it's cause. Keywords: Salary cap, competetive balance, NHL, NBA,
|
guest ::
