Proceedings of the
The Nineteenth International Conference on Computational Intelligence and Security (CIS 2023)
December 1 – 4, 2023, Haikou, China
Research on Data Enhancement Technology for Locomotive Wheel Tread Based on Generative Adversarial Networks
Science and Technology on Complex System Control and Intelligent Agent Cooperation, Beijing Electromechanical Engineering Research Institute, Beijing, China.
ABSTRACT
This article is based on Generative Adversarial Networks (GANs) and aims to create a new dataset of train wheel images using existing train wheel surface data. It also assesses the discriminator's judgment of the generated images.
Keywords: Generative adversarial networks, Data augmentation techniques, Train wheel tread surface data.
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Science and Technology on Complex System Control and Intelligent Agent Cooperation, Beijing Electromechanical Engineering Research Institute, Beijing, China.
ABSTRACT
This article is based on Generative Adversarial Networks (GANs) and aims to create a new dataset of train wheel images using existing train wheel surface data. It also assesses the discriminator's judgment of the generated images.
Keywords: Generative adversarial networks, Data augmentation techniques, Train wheel tread surface data.
Download PDF