An industrial carbon block instance segmentation algorithm based on improved YOLOv8

Automatic cleaning of carbon blocks based on machine vision is currently an important aspect of industrial intelligent applications. The recognition of carbon block types and center point localization are the core contents of this task, but existing instance segmentation algorithms perform poorly in...

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Bibliographic Details
Published in:	Scientific reports Vol. 15; no. 1; pp. 8147 - 16
Main Authors:	Shi, Runjie, Li, Zhengbao, Wu, Zewei, Zhang, Wenxin, Xu, Yihang, Luo, Gan, Ma, Pingchuan, Zhang, Zheng
Format:	Journal Article
Language:	English
Published:	London Nature Publishing Group UK 09.03.2025 Nature Publishing Group Nature Portfolio
Subjects:	639/705/117 639/705/258 Algorithms Carbon Carbon block instance segmentation Humanities and Social Sciences Industrial automation Localization Machine vision multidisciplinary Reinforce feature fusion Science Science (multidisciplinary) YOLO YOLO Carbon block instance segmentation Machine vision Reinforce feature fusion Industrial automation
ISSN:	2045-2322, 2045-2322
Online Access:	Get full text
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