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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

Viroch Sukontanakarn

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Open access Aug 2026

Fixed-vision based automated quality inspection and robotic nut sorting with Dobot Magician

This research presents a low-cost automated nut sorting system developed through laboratory testing to provide an affordable automation solution for small and medium enterprises (SMEs). The system integrates a fixed-vision camera with a Dobot Magician robotic arm, utilizing Python, OpenCV, and homography-based coordina...

Phisit Srinoi, Surasit Phokha, Viroch Sukontanakarn et al. · 0 citations

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