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Automated Detection and Classification of Returnable Packaging Based on YOLOV4 Algorithm

This article describes the implementation of the You Only Look Once (YOLO) detection algorithm for the detection of returnable packaging. The method of creating an original dataset and creating an augmented dataset is shown. The model was evaluated using mean Average Precision (mAP), F1<inline-formu...

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Furkejuvvon:
Váldodahkkit: Matko Glučina, Sandi Baressi Šegota, Nikola Anđelić, Zlatan Car
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: MDPI AG 2022-11-01
Ráidu:Applied Sciences
Fáttát:
artificial intelligence algorithms
automated system
convolutional neural network
computer vision
YOLOV4
Liŋkkat:https://www.mdpi.com/2076-3417/12/21/11131
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