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

Weihui Zeng, Junyan Wang, Peng Chen, Zhimin Zhong, Gensheng Hu, Wenxia Bao

2024Signal Image and Video Processing10 citationsDOI

Topics & Concepts

Convolutional neural networkComputer scienceOverfittingPreprocessorIdentification (biology)Convolution (computer science)Random forestArtificial neural networkBottleneckArtificial intelligenceAlgorithmPattern recognition (psychology)Machine learningBotanyEmbedded systemBiologyIndustrial Vision Systems and Defect DetectionInfrastructure Maintenance and MonitoringAdvanced Neural Network Applications
Surface defect identification method for hot-rolled steel plates based on random data balancing and lightweight convolutional neural network | Litcius