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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

Ye-Guo Sun

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Open access Sep 2026

RiDW-YOLO: A Low-Light Traffic Sign Detection Algorithm Integrating Illumination Enhancement

RiDW-YOLO, an improved detection algorithm based on YOLOv11n, provides a feasible solution for traffic-sign detection under low-light conditions and emphasizes the importance of balanced module design and frank discussion of current limitations.

Yin-Yin Li, Lei Liu, Fang-Zheng Tong et al. · 0 citations
Open access Sep 2026

Small-Target Traffic Sign Detection Method Based on Multi-Path Feature Aggregation and Attention Enhancement

YOLO-PPA, a YOLOv11n-based detector strengthened through multi-path feature aggregation and attention-enhanced representation learning, is presented, confirming its effectiveness for small-scale traffic sign recognition in complex driving environments.

Yin-Yin Li, Lei Liu, Ye-Guo Sun et al. · 0 citations

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