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Semantic segmentation of aerial images
Pazdera, Jiří ; Králík, Jan (referee) ; Adámek, Roman (advisor)
This work deals with semantic segmentation of aerial images and their subsequent use for route planning. The first part represents an introduction to this issue and a theoretical description of the current state of knowledge. The second part describes testing of available segmentation methods, the development of custom dataset, and the training of an existing neural network model. Finally, the possibility of route planning using an appropriate algorithm is demonstrated.
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Webová aplikace pro efektivní anotaci atributů objektů ve videu
Pernický, Michal ; Kohút, Jan (referee) ; Hradiš, Michal (advisor)
The goal of this work is to develop a web application for annotating video object attributes that combines an efficient user interface with an assistant classifier providing predictions. In contrast to currently available tools, the solution focuses directly on objects without assigning them to the original videos. The ability to filter objects according to their attributes and to confirm or reject predicted attribute values in bulk is important. Testing on users has been found to reduce the time spent working by up to half. This shows that further work with this annotation principle is worthwhile.
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Analysis of horizontal transfer of genetic components using static network analysis
Labanava, Anastasiya ; Jurečková, Kateřina (referee) ; Schwarzerová, Jana (advisor)
The bachelor's thesis focuses on the issue of horizontal genetic elements transfer between bacteria of different strains and the software analysis implementation that enables horizontally transferred genes identification. The packages and tools used were tested on a dataset of bacterial genomes from several strains. The thesis’ theoretical part provides a detailed description of the genetic components transfer between bacteria and describes modern laboratory techniques that enable genome sequencing in various ways. In the practical part, the thesis deals with the preprocessing of genomic files to obtain suitable data for annotation. To detect the horizontal transfer of genetic elements between bacteria, a script is introduced, which organizes annotated bacteria to tables and searches for the same genes in their genomes that, under theoretical assumptions, were horizontally transferred. Furthermore, the gene transfer is visualized using tools that graphically represent phylogenetic relations between bacteria. In the final step, bacterial genomes are connected into networks, and based on their static analysis, a discussion is conducted on the results accuracy and the success of the proposed analysis.
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Annotations editor for WYSIWYG JavaScript-Based Text Editors
Kleban, Martin ; Schmidt, Marek (referee) ; Dytrych, Jaroslav (advisor)
This master's thesis deals with analysis of plugins development possibilities for WYSIWYG JavaScript-based text editors (TinyMCE, CKEditor, NicEdit, jWYSIWYG) and it describes design of annotations editor as a plugin for chosen editors. Structured annotations editor was implemented for TinyMCE and it includes own user interface implementation without usage of any complex universal libraries. Gained pieces of knowledge from WYSIWYG editors analysis and annotations editor implementation are to be found in the enclosure.
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Semantic Enrichment Component
Doležal, Jan ; Otrusina, Lubomír (referee) ; Dytrych, Jaroslav (advisor)
This master's thesis describes Semantic Enrichment Component (SEC), that searches entities (e.g., persons or places) in the input text document and returns information about them. The goals of this component are to create a single interface for named entity recognition tools, to enable parallel document processing, to save memory while using the knowledge base, and to speed up access to its content. To achieve these goals, the output of the named entity recognition tools in the text was specified, the tool for storing the preprocessed knowledge base into the shared memory was implemented, and the client-server scheme was used to create the component.
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Annotation Addon for Internet Explorer
Pěnkava, Pavel ; Kouřil, Jan (referee) ; Dytrych, Jaroslav (advisor)
This thesis deals with the creation of the Internet Explorer browser extension for annotation creation. It describes the extension concept and the consequent implementation of solution. It also includes the evaluation of other applicable technologies for extension creation, along with their advantages and disadvantages. Addon is designed to cooperate with the annotation server of 4A Framework (Annotations Anywhere, Annotations Anytime) project. The communication format between them is therefore based on the project specifications.
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Annotations in WYSIWYG Text Editors
Loukota, Petr ; Kouřil, Jan (referee) ; Dytrych, Jaroslav (advisor)
This bachelor's thesis deals with the design of fixes and improvements of available annotations editor and their implementation. The annotations editor for WYSIWYG text editors is created in JavaScript language and developed in the environment of TinyMCE editor. It is independent on a web browser and it will be possible to use it with other WYSIWYG editors like CKEditor or Aloha in future. The design is focused on manipulation with attributes of types but it also deals with the new concept of settings of annotations editor. The processing of suggested annotations that are sent by a server is also part of the solution. This thesis describes the design and implementation of mentioned improvements and pay attention to the possible ways of another development at its end.
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Annotation Addon for Firefox
Trhlík, Jiří ; Schmidt, Marek (referee) ; Dytrych, Jaroslav (advisor)
This bachelor's thesis aims to analyse annotations and process of creating a Mozzila Firefox addon. It provides a brief description of both problems and focuses on a design and an implementation of a Mozilla Firefox addon, which can create and store structured annotations.
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Web Tool for Playing and Anotation of BAG Files
Omacht, Martin ; Bambušek, Daniel (referee) ; Kapinus, Michal (advisor)
This work deals with the design and implementation of a web application for playback and annotation of multimedia data from files in BAG format. The created annotations are intended for training artificial intelligence in robotic systems. The resulting application is implemented with the help of React library for creating the user interface and framework Django for the server-side REST API. The entire application is containerized using Docker. This work describes the BAG format, analyzes modern libraries for creating web applications and introduces existing solutions for data annotation or playback of BAG files. Furthermore, the design of the application is presented and its implementation is described. A separate library rosbag_pyreader, which is used to read BAG files with random access, was created as part of this work. The resulting application allows user to display and annotate 2D and 3D data from multiple robotic sensors at the same time and then export the annotations in JSON format.
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Crowd-Sourcing Games for Annotations
Šujan, Tomáš ; Beran, Vítězslav (referee) ; Smrž, Pavel (advisor)
The goal of this bachelor thesis is to develop and implement a gaming application for the operating system Android, the purpose of which is to gather image annotations. The main purpose of this application is to simplify and improve this process, to extend the data range of these annotations and to provide entertainment for its users. The implementation of the application was processed in programming languages Android for the client segment and PHP for the server.
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