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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Heng-Fei Qiao

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Open access Oct 2026

CMRN-DETR: a context-guided and feature-aware model for detecting small-scale defects in insulators

The proposed insulator defect detection model CMRN-detection transformer (DETR) based on real-time-DETR, which enables rapid detection of visible defects on insulator surfaces using visible-light images and adopts Normalized Wasserstein Distance to optimize the regression loss function.

Tai-Fei Zhao, Jing Liu, Heng-Fei Qiao et al. · 0 citations

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