A Transfer Residual Neural Network Based on ResNet-34 for Detection of Wood Knot Defects

In recent years, due to the shortage of timber resources, it has become necessary to reduce the excessive consumption of forest resources. Non-destructive testing technology can quickly find wood defects and effectively improve wood utilization. Deep learning has achieved significant results as one...

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Bibliographic Details
Main Authors: Mingyu Gao, Jianfeng Chen, Hongbo Mu, Dawei Qi
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Forests
Subjects:
Online Access:https://www.mdpi.com/1999-4907/12/2/212