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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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Ao Zhou

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Open access Sep 2026

Lightweight Segmentation Model for Real-Time Detection of Multi-Type Façade Defects Using Enhanced YOLOv12

A lightweight instance segmentation model for real-time multi-type façade defect detection, built upon an enhanced YOLOv12n architecture that improves efficiency and robustness through parameter sharing, scale adaptation, and group normalization is proposed.

Yi-Si Lu, Kang Zhou, Ao Zhou et al. · 0 citations

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