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Practical application of the YOLO convolutional neural network

Osuchowski Jakub

Zeszyty Naukowe. Elektryka / Politechnika Opolska

2019

z. 77

83--86

This article presents a practical application of YOLO (You Only Look Once) algorithm. The YOLO convolutional neural network was used for the high voltage line electrical insulator classification and localization purpose. In addition, the article contain a description of YOLO neural network. An important element of the article is comparison of YOLO to others detection systems. A brief review of the YOLO possibilities is also presented.