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Prednasky.com - a framework for automatic data processing
Kalfus, Jan ; Beran, Vítězslav (referee) ; Szőke, Igor (advisor)
This bachelor's thesis presents the design and implementation of a framework for automated multimedia data processing in Python. The created framework enables the user to decompose the editing process into atomic tasks, which can be run in a computer cluster, and handles their interconnection including automatic dependency resolution. The framework's functionality has been successfully tested using tasks to process recordings of lectures. Also, a web interface has been created, which enables the administrator to manage the system and lecturers to submit lecture recordings for processing.
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Postprocessing of GPS Logs
Jaška, Roman ; Pavelková, Alena (referee) ; Polok, Lukáš (advisor)
This thesis aims to analyse common errors in recorded GPS activities, identify algorithms suitable for correction of these problems and design and subsequently implement an Android application. The first chapter contains an introduction to the problem, demonstration of a few affected examples and explains the motivation behind the choice of this subject for my thesis. Second chapter decomposes the established problem. I specifically elaborate on the source of the errors, the format of input data, existing solutions, mathematical methods suitable for this problem, available APIs and reasons behind the selection of the final platform. Chapter number three describes the actual solution of the problem employed in the final application. The requirements for the final application are laid out as well as the specific details of the functionality, such as the usage of Kalman filter, individual APIs, libraries as well as the design of the user interface. The penultimate chapter reveals selected parts of the implementation, such as the Kalman filtering itself or the problem of manual track correction. This chapter also contains description of design changes executed during the implementation. The final chapter reviews the achieved results of Kalman filtering and snapping of points to roads using Google Maps Roads API. Ultimately, I elaborate on possibilities of continued development of the application.
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Evaluation of Quality of the Construction Site
Kramárová, Annamária ; Smital, Petr (referee) ; Tichý, Zdeněk (advisor)
The objective of my Bachelors project is to design improvements for directing and quality control of build structures.Methods for quality control are described in the theory part. Methods for quality control, analysis of the norm ČSN EN IS 9001:2009, product and build structure requirements are described in the theory part. In the practical part the analysis of directives for assessment, comparison of these directives with a concrete order and suggestions for improvements can be found.
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Record Linkage in Genealogical Data
Šorm, Jan ; Rozman, Jaroslav (referee) ; Zbořil, František (advisor)
The main aim of this thesis is to study genealogical data, to find out possible problems in their merging and to implement methods for this data merging. In this thesis, it will be studied the problem of classifying similar names into common classes. This problem will be studied mainly because people's names and surnames play the most important role in every registry entry. In this thesis, it will be analyzed several metrics for calculating the distance between two strings. In addition, several experiments will be done for these metrics to classify names into classes with as few errors as possible. Based on these results, experiments for record linkage will be performed.
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Using Open Telemetry for Network Monitoring and Management
Bakaj, Štěpán ; Ryšavý, Ondřej (referee) ; Matoušek, Petr (advisor)
This bachelor thesis deals with the new OpenTelemetry system, which is used for telemetry data collection. The aim of the thesis is to show how the system works and what telemetry data it provides. By means of experiments, we have shown what data the system is able to provide us and what unwanted states we are able to detect. We compared the system with currently used tools.
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Record Linkage in Genealogical Data
Šorm, Jan ; Rozman, Jaroslav (referee) ; Zbořil, František (advisor)
The main aim of this thesis is to study genealogical data, to find out possible problems in their merging and to implement methods for this data merging. In this thesis, it will be studied the problem of classifying similar names into common classes. This problem will be studied mainly because people's names and surnames play the most important role in every registry entry. In this thesis, it will be analyzed several metrics for calculating the distance between two strings. In addition, several experiments will be done for these metrics to classify names into classes with as few errors as possible. Based on these results, experiments for record linkage will be performed.
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Evaluation of Quality of the Construction Site
Kramárová, Annamária ; Smital, Petr (referee) ; Tichý, Zdeněk (advisor)
The objective of my Bachelors project is to design improvements for directing and quality control of build structures.Methods for quality control are described in the theory part. Methods for quality control, analysis of the norm ČSN EN IS 9001:2009, product and build structure requirements are described in the theory part. In the practical part the analysis of directives for assessment, comparison of these directives with a concrete order and suggestions for improvements can be found.
|
|
|
Postprocessing of GPS Logs
Jaška, Roman ; Pavelková, Alena (referee) ; Polok, Lukáš (advisor)
This thesis aims to analyse common errors in recorded GPS activities, identify algorithms suitable for correction of these problems and design and subsequently implement an Android application. The first chapter contains an introduction to the problem, demonstration of a few affected examples and explains the motivation behind the choice of this subject for my thesis. Second chapter decomposes the established problem. I specifically elaborate on the source of the errors, the format of input data, existing solutions, mathematical methods suitable for this problem, available APIs and reasons behind the selection of the final platform. Chapter number three describes the actual solution of the problem employed in the final application. The requirements for the final application are laid out as well as the specific details of the functionality, such as the usage of Kalman filter, individual APIs, libraries as well as the design of the user interface. The penultimate chapter reveals selected parts of the implementation, such as the Kalman filtering itself or the problem of manual track correction. This chapter also contains description of design changes executed during the implementation. The final chapter reviews the achieved results of Kalman filtering and snapping of points to roads using Google Maps Roads API. Ultimately, I elaborate on possibilities of continued development of the application.
|
|
|
Prednasky.com - a framework for automatic data processing
Kalfus, Jan ; Beran, Vítězslav (referee) ; Szőke, Igor (advisor)
This bachelor's thesis presents the design and implementation of a framework for automated multimedia data processing in Python. The created framework enables the user to decompose the editing process into atomic tasks, which can be run in a computer cluster, and handles their interconnection including automatic dependency resolution. The framework's functionality has been successfully tested using tasks to process recordings of lectures. Also, a web interface has been created, which enables the administrator to manage the system and lecturers to submit lecture recordings for processing.
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