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Implementation of a Service for Processing Diagnostic Data From a Car
Szymutko, Jaromír ; Pokorný, Jiří (referee) ; Šeda, Pavel (advisor)
This bachelor's thesis is focused on the development of a web application designed for gathering and processing diagnostic and informative data from a vehicle. The backend was developed in Java with the support of the Spring framework. This part of the application contains all the application logic and provides a connection to the database. The frontend was developed as HTML templates with CSS style sheets. Dynamic elements were implemented as JavaScript scripts. The application supports user registration, user login, registration of the vehicle, and adding information to the user's profile. It also presents diagnostic and informative data from the vehicle in a user-friendly way by using tables and plots.
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A web interface for training neural networks
Szymutko, Jaromír ; Kiac, Martin (referee) ; Sikora, Pavel (advisor)
The thesis deals with the development of a web application for neural networks training. The introduction of the thesis outlines issues related to artificial intelligence and machine learning. Then the main tools used in the development of the application are described, including the Blazor and Keras.NET. The thesis describes the development process of a web application with a database that allows uploading datasets, creating a neural network model, training the model, and performing predictions on user-selected images. Finally, the resulting appearance and functionality of the application are presented.
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Implementation of a Service for Processing Diagnostic Data From a Car
Szymutko, Jaromír ; Pokorný, Jiří (referee) ; Šeda, Pavel (advisor)
This bachelor's thesis is focused on the development of a web application designed for gathering and processing diagnostic and informative data from a vehicle. The backend was developed in Java with the support of the Spring framework. This part of the application contains all the application logic and provides a connection to the database. The frontend was developed as HTML templates with CSS style sheets. Dynamic elements were implemented as JavaScript scripts. The application supports user registration, user login, registration of the vehicle, and adding information to the user's profile. It also presents diagnostic and informative data from the vehicle in a user-friendly way by using tables and plots.
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