YOLO-Barcode: towards universal real-time barcode detection on mobile devices

• Published in: Kompʹûternaâ optika Vol. 48; no. 4; pp. 592 - 600
• Main Authors: Ershova, D.M., Gayer, A.V., Bezmaternykh, P.V., Arlazarov, V.V.
• Format: Journal Article
• Language: English
• Published: Samara National Research University 01.08.2024
• Subjects: barcode dataset; barcode detection; convolutional neural networks; deep learning; object detection

Existing approaches to barcode detection have a number of disadvantages, including being tied to specific types of barcodes, computational complexity or low detection accuracy. In this paper, we propose YOLO-Barcode – a deep learning model inspired by the You Only Look Once approach that allows to a...