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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

Yun Chen

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Open access Aug 2026

MSF-YOLO: A Multi-Scale Feature Enhancement Network for Tiny Fire Spot Detection in UAV Forest Images

Tiny fire spot detection in UAV images under complex forest backgrounds remains challenging due to tiny target size, sparse distribution, weak feature responses, and background interference. This paper proposes a Multi-Scale Feature Enhancement Network (MSF-YOLO) for tiny fire spot detection. Specifically, a lightweigh...

Tao Yue, Hong Huang, Bo Song et al. · 0 citations
Open access Aug 2026

TriRHC-YOLO: A Method for Early Forest Fire Detection in Complex Environments Based on UAV Images

To address the problems of small fire-spot scale, blurred boundaries, complex backgrounds, and insufficient feature representation of weak targets in Unmanned Aerial Vehicle (UAV)-based early forest fire detection, a YOLOv8n-based forest fire detection model, termed TriRHC-YOLO, is proposed. The model first introduces...

Bo Song, Bo Li, Zhiyong Zhang et al. · 0 citations

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