Surface Crack Detection Method for Coal Rock Based on Improved YOLOv5

Surface Crack Detection Method for Coal Rock Based on Improved YOLOv5

Coal mine safety may be able to be ensured via the real-time identification of cracks in rock and coal surfaces. Traditional crack identification methods have the disadvantages of slow speed and low precision. This work suggests an improved You Only Look Once version 5 (YOLOv5) detection model. In t...

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Bibliographic Details
Main Authors: Xinlin Chen, Qingwang Lian, Xuanlai Chen, Jin Shang
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Applied Sciences
Subjects:
coal rock cracks
YOLOv5
Ghost module
CA
ECIOU
Online Access:https://www.mdpi.com/2076-3417/12/19/9695

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