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Performance Evaluation and Misclassification Distribution Analysis of Pre-Trained Lightweight CNN Models for Hot-Rolled Steel Strip Surface Defect Classification Under Degraded Imaging Conditions.

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Title: Performance Evaluation and Misclassification Distribution Analysis of Pre-Trained Lightweight CNN Models for Hot-Rolled Steel Strip Surface Defect Classification Under Degraded Imaging Conditions.
Authors: Gungor, Murat Alparslan1
Source: Applied Sciences (2076-3417); Sep2025, Vol. 15 Issue 18, p10176, 19p
Database: Applied Science & Technology Source
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  Data: Performance Evaluation and Misclassification Distribution Analysis of Pre-Trained Lightweight CNN Models for Hot-Rolled Steel Strip Surface Defect Classification Under Degraded Imaging Conditions.
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        Value: 10.3390/app151810176
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        Text: English
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      – TitleFull: Performance Evaluation and Misclassification Distribution Analysis of Pre-Trained Lightweight CNN Models for Hot-Rolled Steel Strip Surface Defect Classification Under Degraded Imaging Conditions.
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              Text: Sep2025
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