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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Shu-Wei Huang

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Open access Sep 2026

DGF-YOLO: A Degradation-Guided Feature Enhancement Method for Small-Scale Pedestrian Detection in UAV Images

DGF-YOLO, a degradation-guided feature enhancement method built on YOLOv12n, introduces a degradation-level criterion to identify the feature stage at which a pedestrian first undergoes significant structural degradation and incorporates a high-resolution P2 detection head.

Bo-Yu Wang, Jing-Guo Lv, Shu-Wei Huang et al. · 0 citations

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