Automated Detection and Classification of Returnable Packaging Based on YOLOV4 Algorithm

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-fo...

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Bibliographic Details
Main Authors: Matko Glučina, Sandi Baressi Šegota, Nikola Anđelić, Zlatan Car
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Applied Sciences
Subjects:
artificial intelligence algorithms
automated system
convolutional neural network
computer vision
YOLOV4
Online Access:https://www.mdpi.com/2076-3417/12/21/11131

Internet

https://www.mdpi.com/2076-3417/12/21/11131

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