Transfer learning-based approach using new convolutional neural network classifier for steel surface defects classification

Transfer learning-based approach using new convolutional neural network classifier for steel surface defects classification

Automatic surface defect detection of industrial products using visual inspection has progressively replaced manual defect detection of steel strips and become a necessary part of industrial product surface defect detection of steel strips. Various steel products exhibit a wide range of surface defe...

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Bibliographic Details
Main Authors: Alaa Aldein M.S. Ibrahim, Jules R. Tapamo
Format: Article
Language:English
Published: Elsevier 2024-03-01
Series:Scientific African
Subjects:
Convolutional neural network
Deep learning
Feature extraction
Machine learning
Steel defects
Transfer learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2468227624000103

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http://www.sciencedirect.com/science/article/pii/S2468227624000103

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