The Creation of Artificial Data for Training a Neural Network Using the Example of a Conveyor Production Line for Flooring

The Creation of Artificial Data for Training a Neural Network Using the Example of a Conveyor Production Line for Flooring

This work is dedicated to the development of a system for generating artificial data for training neural networks used within a conveyor-based technology framework. It presents an overview of the application areas of computer vision (CV) and establishes that traditional methods of data collection an...

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Bibliographic Details
Main Authors: Alexey Zaripov, Roman Kulshin, Anatoly Sidorov
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Journal of Imaging
Subjects:
data generation
neural network
synthetic data
computer vision
YOLO
Unity
Online Access:https://www.mdpi.com/2313-433X/11/5/168
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