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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

Author

P. Hołobut

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Open access Jul 2026

Controlled Benchmarking and Component-Aware Ablation for Railway Viaduct Structural and Damage Segmentation

Automated damage inspection of railway viaducts requires pixel-level identification of structural components and surface damage such as cracking and rebar exposure. A common assumption in bridge inspection is that damage segmentation improves when component information is provided alongside the image. This study tests...

P. Tauzowski, P. Hołobut, B. Błachowski · 0 citations

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