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A Survey on Surface Defect Inspection Based on Generative Models in Manufacturing

Surface defect inspection based on deep learning has demonstrated outstanding performance in improving detection accuracy and model generalization. However, the small scale of defect datasets always limits the application of deep models in industry. Generative models can obtain realistic samples in...

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Bibliografiska uppgifter
Huvudupphov: Yu He, Shuai Li, Xin Wen, Jing Xu
Materialtyp: Artigo
Språk:Inglês
Utgiven: MDPI AG 2024-08-01
Serie:Applied Sciences
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Länkar:https://www.mdpi.com/2076-3417/14/15/6774
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