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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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Fu-Rong Song

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Open access Aug 2026

TMF-Det: a scenario-based flame and smoke detection method for early warning of externally caused mine fires

To address the difficulty of detecting small early-stage flames, weak-boundary smoke, low illumination, and strong interference from dust and water mist in externally caused mine fires, this paper proposes a scenario-based flame and smoke detection method named TMF-Det. Based on YOLOv11s, the method constructs the Mine...

Fu-Rong Song, Kai-Wu Liang, Qi-Feng Huang et al. · 0 citations

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