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一种无监督的工业图像异常检测方法,使用基于视觉变压器的自动编码器

Qiying Yang1, Rongzuo Guo1

  • 1College of Computer Science, Sichuan Normal University, Chengdu 610101, China.

Sensors (Basel, Switzerland)
|April 27, 2024
PubMed
概括

本研究介绍了一种使用视觉变压器 (ViT) 的无监督异常检测模型,以改进工业图像分析. 新方法增强了特征表示和本地化,优于传统的卷积神经网络 (CNN).

关键词:
视觉变压器 视觉变压器检测异常检测异常检测注意力机制注意力机制记忆网络 记忆网络 记忆网络

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