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Prediction and analysis of traffic crossings using machine learning
Hlaváček, Jakub ; Frýza, Tomáš (referee) ; Götthans, Jakub (advisor)
The thesis focuses on the area of traffic control, specifically traffic control of intersections, especially control technologies based on the obtained traffic data. The main goal of the work is the design and subsequent implementation of a real intersection Anenská and Capt. Jaroše, Pardubice in the form of a model. The work also deals with the demonstration of the used signal programs of junction control through the created model. The model is assembled from a wooden base and smaller parts are made by 3-D printing. The unit is controlled by an Arduino microcomputer. In creating this thesis, I managed to understand the comprehensive traffic management in today’s cities, which requires the current traffic situation.
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Development of a system for measuring the motor skills of small animals
Ryšavá, Michaela ; Götthans, Jakub (referee) ; Frýza, Tomáš (advisor)
The main objective of the project was to explore methods of motion measuring using sensors, select a suitable method, create a system and a application for measuring the speed of small animals. It is a dedicated project to measure a research in coperation with Masaryk university, which aimed to explore the the mobility of lizards living in the Czech Republic. In particular, commercial systems provide a solution by analyzing camera data. For the desired speed measurement of various shapes, the implementation of image processing is cost-ineffective and more complicated than using electronic sensor solutions. The most appropriate solution an infrared optical gate appears, due to constant results accuracy when changing the colors and sizes of measured individuals, small size and relatively easy implementation. Furthermore, a straight track and an electronic system using the selected optical gate concept has been constructed and implemented software for control and evaluating the entire measurement.
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Wireless Network
Götthans, Jakub ; Hruboš, Zdeněk (referee) ; Koch, Miloš (advisor)
The aim of this work is to design and realization of WLAN at GK SERVIS, spol. s r.o. The conception will be verified by measuring the functionality, security and reliability. The thesis is divided into theoretical, analytical and practical. The first part will discuss the theoretical problems of processing of wireless networks, in the second part analyzed the current status of LAN and WLAN in the last section has been prepared by the project and subsequently realized.
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Information System Design
Götthans, Jakub ; Petržela, Jiří (referee) ; Koch, Miloš (advisor)
The master’s thesis deals with problematic of information systems of the company which deals with the ambulant, gynecologic and genetic examination of patients. Assesses the current state of the company, main business processes and their information support. It suggest new information system to support genetic examination including economic evaluation and impact of its implementation.
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Industrial low complexity Ethernet system
Šustek, Vladimír ; Götthans, Jakub (referee) ; Götthans, Tomáš (advisor)
The diploma thesis is focused on the building embedded demonstration application of the proprietary Low Complexity Ethernet module for industrial usage further called the LEN/LES 2. At the first, main used technologies such as MCU, or the lightweight IP stack is discussed, Consequently, there is detailed view on system hardware architecture proposed by hardware and software requirements. Then though part describes blocks of embedded system are in term of specific parts and hardware requirements to create universal board. Following chapters expresses first startup and known hardware bugs, LWIP implementation and MODBUS system implementation. The core of the system is the new released microcontroller an ADuCM4050 and the Low Complexity Ethernet MAC-PHY prototype block and much more dependent convenient peripherals of the MCU based application.
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Application for Car Logo Recognition
Uchytil, Tomáš ; Götthans, Jakub (referee) ; Kadlec, Petr (advisor)
Práce se zabývá nalezením vhodné neuronové sítě pro rozpoznání loga automobilové značky a implementací a trénováním této sítě. Ta je následně implementována do mobilní aplikace, která umožňuje rozpoznání loga na základě nově pořízené fotografie, nebo na základě obrázku vybraného z úložiště mobilního telefonu.
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Vehicle Location Detection and Distribution from Camera Images
Stryk, Filip ; Götthans, Jakub (referee) ; Götthans, Tomáš (advisor)
Tato bakalářská práce se zabývá detekcí a sledováním polohy vozidel. Nejdříve jsou představeny základní principy hlubokého učení a konvolučních neuronových sítí. Jsou popsány detektory objektů fungující na principu konvolučních neuronových sítí se zaměřením především na YOLO, které jsou následně porovnány z hlediska přesnosti a rychlosti. Je navržen, implementován a vyhodnocen systém pro detekci a sledování polohy vozidel s pomocí YOLOv4-tiny a SORT.
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Automatical plant growing
Stupka, Tomáš ; Dřínovský, Jiří (referee) ; Götthans, Jakub (advisor)
The aim of the thesis is to design and an automated hydroponic station, which will be intended for the cultivation of herbs and vegetables for the purpose of user. The station will be controlled by a Raspberry Pi minicomputer, to which a number of sensors will be connected, which will check pH, EC, ambient temperature and other quantities. Furthermore, an external sensor with an ATMEGA328P control processor will be designed to check the ambient lighting parameters. A web interface will be created for the station, which will allow the user to follow the development of individual measured quantities over time.
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