An industrial carbon block instance segmentation algorithm based on improved YOLOv8

An industrial carbon block instance segmentation algorithm based on improved YOLOv8

Abstract 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...

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Bibliographic Details
Main Authors: Runjie Shi, Zhengbao Li, Zewei Wu, Wenxin Zhang, Yihang Xu, Gan Luo, Pingchuan Ma, Zheng Zhang
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
Subjects:
Industrial automation
Machine vision
Carbon block instance segmentation
YOLO
Reinforce feature fusion
Online Access:https://doi.org/10.1038/s41598-025-91495-x
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https://doi.org/10.1038/s41598-025-91495-x

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