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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

Pei-Chun Suo

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Open access 2026

YOLOv12-ECDR: A Compact YOLO-Based Detector for Flame and Smoke Detection in Forest Fire Images

Forest fire detection in natural outdoor images remains challenging because flame and smoke often appear with blurred boundaries, small scales, and background interference. This paper proposes YOLOv12-ECDR, a parameter-efficient detector based on YOLOv12n for flame and smoke detection. The model integrates ECAAttention...

Shi-Wei Yang, Pei-Chun Suo, W. Kou · 0 citations

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