High Quality Coal Foreign Object Image Generation Method Based on StyleGAN-DSAD

High Quality Coal Foreign Object Image Generation Method Based on StyleGAN-DSAD

Research on coal foreign object detection based on deep learning is of great significance to safe, efficient, and green production of coal mines. However, the foreign object image dataset is scarce due to collection conditions, which brings an enormous challenge to coal foreign object detection. To...

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Bibliographic Details
Main Authors: Xiangang Cao, Hengyang Wei, Peng Wang, Chiyu Zhang, Shikai Huang, Hu Li
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Sensors
Subjects:
coal foreign object detection
data augmentation
GAN
self-attention
depthwise separable convolution
Online Access:https://www.mdpi.com/1424-8220/23/1/374

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https://www.mdpi.com/1424-8220/23/1/374

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