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National Repository of Grey Literature

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QR code detection using deep learning Černohous, Matěj ; Kříž, Petr (referee) ; Přinosil, Jiří (advisor) This bachelor thesis deals with the design of an algorithm for detecting and decoding QR codes in images using deep learning techniques. The work involved the construction of 2 datasets, a YOLOv7 neural network model for detecting QR codes in images, a YOLOv4-tiny neural network model for detecting position markers of QR codes, and a Python program utilizing these models to read QR codes in images. For evaluation, the algorithm was compared with other options for QR code reading. Detailed record

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