Industrial Laser Welding Defect Detection and Image Defect Recognition Based on Deep Learning Model Developed

Industrial Laser Welding Defect Detection and Image Defect Recognition Based on Deep Learning Model Developed

Aiming at the problem of the poor robustness of existing methods to deal with diverse industrial weld image data, we collected a series of asymmetric laser weld images in the largest laser equipment workshop in Asia, and studied these data based on an industrial image processing algorithm and deep l...

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Bibliographic Details
Main Authors: Honggui Deng, Yu Cheng, Yuxin Feng, Junjiang Xiang
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Symmetry
Subjects:
deep learning
weld defect detection
image detect recognition
convolutional neural network
transfer learning
Online Access:https://www.mdpi.com/2073-8994/13/9/1731

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