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An Android OS Game
Salvet, Lukáš ; Bambušek, David (referee) ; Szőke, Igor (advisor)
This work deals with creating 2D games for devices running Android. It describes the ability to create games in this environment, especially the use of the OpenGL ES 2.0 library which I applied for implementation. In this work there are also described text rendering, Google Play Games Services for achievements and leaderboard, game testing, etc. Beta version of the game was released on Google Play.
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Unsupervised Anomaly Detection in Image
Salvet, Lukáš ; Herout, Adam (referee) ; Juránek, Roman (advisor)
This thesis deals with anomaly detection on industrial products. The main requirement was that the method required as little data with anomalies as possible at the time of construction and that it was easily applicable to different types of products. Neural network that is indirectly taught to find differences between two pictures is designed and described in this thesis. The anomaly detection itself should take place based on the representation of input data in latent space or in combination with a reconstruction loss. Four different method modifications have been designed and tested. The testing was mainly carried out on the MVTec AD dataset, which contains industrial products. Unfortunately the assumption that if the network is taught to look for differences the latent space will be interpreted better was not confirmed. Therefore the method was evaluated in a reconstructive error mode in~which it achieves comparable results with other methods. The result is insufficient for use in practice.
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An Android OS Game
Salvet, Lukáš ; Bambušek, David (referee) ; Szőke, Igor (advisor)
This work deals with creating 2D games for devices running Android. It describes the ability to create games in this environment, especially the use of the OpenGL ES 2.0 library which I applied for implementation. In this work there are also described text rendering, Google Play Games Services for achievements and leaderboard, game testing, etc. Beta version of the game was released on Google Play.
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