Národní úložiště šedé literatury Nalezeno 1 záznamů.  Hledání trvalo 0.00 vteřin. 
Detection of parking space availability based on video
Kužela, Miloslav ; Zelený, Ondřej (oponent) ; Frýza, Tomáš (vedoucí práce)
Determining a parking space occupation is often solved by using physical sensors located near a parking space, but with the rise of machine learning, it is possible to apply such technology with the use of cameras and detection algorithms to solve such a problem. This thesis focuses on the use of this machine learning model. Presents currently available models and detectors, discusses the creation of a custom data set with a custom file structure, trains such a model, and consults its results based on its accuracy when applied in a parking lot. This model is then used among side a created web server that allows the users of the parking lot to view the current occupancy and history. All by using the Python programming language with Torchvision libraries.

Viz též: podobná jména autorů
2 Kužela, Martin
2 Kužela, Matyáš
4 Kužela, Michal
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