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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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Ofelia Landeta-Escamilla

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Open access Aug 2026

Dual-Sided Green Coffee Bean Defect Inspection Using a Mechatronic System with AI-Powered Computer Vision

Quality control in green coffee bean production is critical for food safety and economic sustainability. A persistent gap in existing automated inspection systems is their inability to capture both sides of each bean, which leads to systematic under-detection of surface defects. This work presents three contributions:...

O. Sandoval-González, Dora Manrique-Santos, Diego Cruz-Jarquin et al. · 0 citations

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