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Image classification using artificial intelligence
Labuda, Adam ; Přinosil, Jiří (referee) ; Burget, Radim (advisor)
This bachelor's thesis address the issue of classification and feature extraction of imagesfrom image. In JAVA platform will create an example that loads a set of images, extracted from symptoms with the help of artificial intelligence provided by the thesis supervisor. Artificial intellihence assumed kind of image. Finally the results are compared. }
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Moving Object Detection in Video
Buchtela, Radim ; Ševcovic, Jiří (referee) ; Herout, Adam (advisor)
This thesis is devoted to detection of moving object in video sequence. In this thesis are described in detail detection methods based on principle of Background subtraction. There are indtroduced strategies of background modeling and background model updating. This thesis deal also with problems of tracking objects in video, there is introduced one of possible approaches. Part of this thesis is application for function demonstration of detection methods and tracking method. On results are showed main advantages and disadvantages of implemented methods.
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The automatic tool change system
Chromčík, Adam ; Hermanský, Dominik (referee) ; Blecha, Radim (advisor)
Bachelor thesis deals with automatic tool change, tool holders and clamping in the spindle of a machine tool. It describes the systems used automatic tool change and their basic division. It also research tool holders and in relation to this, the possibilities of the clamping tool holders in the machine.
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Financial market analysis using deep learning algorithm
Nimrichter, Adam ; Burget, Radim (referee) ; Mašek, Jan (advisor)
The thesis deals with methods for analysis of financial markets, focused on cryptocurrencies. The theoretical part, in a context of virtual currencies, describes block-chain technology, financial indicators and neural networks with recurrent architectures. Main goal is to create a system for giving a recommendation either for buy, or sell the currency. The system consists of designed financial strategy and predicted value of the currency, for which is used financial indicators and LSTM neural network. Tests were performed on Bitcoin, Litecoin and Ethereum historical data from year 2017.
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Image Registration from Static UAV Platform for Ground Objects Localization
Kučera, Adam ; Luža, Radim (referee) ; Rozman, Jaroslav (advisor)
This paper describes development of new robust method for video registration into shared space. Then it is possible to georegister this video to satellite image using single arbitrary frame. Developed high-level method is based on state-of-the-art low-level image processing algorithms. It is robust to huge and/or instant changes in lighting conditions of the scene and changes in geometry of the view. Global error problem is converted to shortest path optimization problem. Local error is minimized via fusion of two approaches to video stabilization.
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Design of Tyre Production Line Manipulation Equipment
Solař, Adam ; Dundálek, Radim (referee) ; Ramík, Pavel (advisor)
The subject of this diploma thesis is to design a new construction of the machinery, which is used for manipulation with tire carts in rubber industry. The reason for the new design is to eliminate the main shortcomings of the existing provision. The aim of this project was to elaborate an overview of the current designs of the handling equipment in question and to subsequently construct a new suitable design solution. In addition, several conceptual calculations were needed to be used in the selection of the appropriate electric motor, transmission, pneumatic cylinders and wiring. The relevant parts were designed using structural FEM analyses. The several variants of the solutions were considered for a suitable construction design. Based on these FEM simulations, the relevant parts have been modified in terms of geometry so that the resulting manipulating machinery meets all the criteria, especially regarding safety.
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