A New Image Recognition and Classification Method Combining Transfer Learning Algorithm and MobileNet Model for Welding Defects

A New Image Recognition and Classification Method Combining Transfer Learning Algorithm and MobileNet Model for Welding Defects

Welding quality directly affects the welding structure's service performance and life. Hence, the effective monitoring welding defects is essential to ensure the quality of the weld structure. Owing to the non-uniformity of the shape, position and size of welding defects, it is a complicated ta...

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Bibliographic Details
Main Authors: Haihong Pan, Zaijun Pang, Yaowei Wang, Yijue Wang, Lin Chen
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Welding defects classification
feature extraction
deep learning
DropBlock
transfer learning
MobileNet
Online Access:https://ieeexplore.ieee.org/document/9127461/

Internet

https://ieeexplore.ieee.org/document/9127461/

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