Surface defect identification method for hot-rolled steel plates based on random data balancing and lightweight convolutional neural network

Research article (Signal Image and Video Processing, 2024) · cited 10× · AI/ML
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Surface defect identification method for hot-rolled steel plates based on random data balancing and lightweight convolutional neural network

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Surface defect identification method for hot-rolled steel plates based on random data balancing and lightweight convolutional neural network is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). Surface defect identification method for hot-rolled steel plates based on random data balancing and lightweight convolutional neural network. Retrieved May 24, 2026, from https://4ort.xyz/entity/surface-defect-identification-method-for-hot-rolled-steel-plates-based-on-random-data-balancing-and-lightweight-convolut
MLA “Surface defect identification method for hot-rolled steel plates based on random data balancing and lightweight convolutional neural network.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/surface-defect-identification-method-for-hot-rolled-steel-plates-based-on-random-data-balancing-and-lightweight-convolut.
BibTeX @misc{4ortxyz_surface-defect-identification-method-for-hot-rolled-steel-plates-based-on-random-data-balancing-and-lightweight-convolut_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Surface defect identification method for hot-rolled steel plates based on random data balancing and lightweight convolutional neural network}}, year = {2026}, url = {https://4ort.xyz/entity/surface-defect-identification-method-for-hot-rolled-steel-plates-based-on-random-data-balancing-and-lightweight-convolut}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Surface defect identification method for hot-rolled steel plates based on random data balancing and lightweight convolutional neural network — https://4ort.xyz/entity/surface-defect-identification-method-for-hot-rolled-steel-plates-based-on-random-data-balancing-and-lightweight-convolut (retrieved 2026-05-24)

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