Automatic Detection of Sorbite Content in High Carbon Steel Wire Rod

Automatic Detection of Sorbite Content in High Carbon Steel Wire Rod

This paper presents a method for the automatic detection of sorbite content in high-carbon steel wire rods. A semantic segmentation model of sorbite based on DeepLabv3+ is established. The sorbite structure is segmented, and the prediction results are analyzed and counted based on the metallographic...

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Bibliographic Details
Main Authors: Xiaolin Zhu, Ling Qian, Qiang Yao, Guanxi Huang, Fan Xu, Xue Chen, Zhengjun Yao
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Metals
Subjects:
high carbon steel wire rod
sorbite content
deep learning
semantic segmentation
Online Access:https://www.mdpi.com/2075-4701/13/5/990

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