Stable Diffusion-Driven Conditional Image Augmentation for Transformer Fault Detection

Existing substation equipment image data augmentation models face challenges such as high dataset size requirements, difficult training processes, and insufficient condition control. This paper proposes a transformer equipment image data augmentation method based on a Stable Diffusion model. The pro...

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Bibliographic Details
Main Authors: Wenlong Liao, Yiping Jiang, Rui Liu, Yun Feng, Yu Zhang, Jin Hou, Jun Wang
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Information
Subjects:
Online Access:https://www.mdpi.com/2078-2489/16/3/197
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