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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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Naila Jinan Gaisani

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Open access Aug 2026

Annotation Refinement and Minority-Class Augmentation for Coffee Leaf Disease Detection Using YOLOv8

The current model is not yet ready for reliable field-level disease monitoring and requires broader validation before practical deployment, and while these data-centric interventions positively improve detection under small-lesion and imbalanced conditions, the absolute detection performance remains moderate.

Naila Jinan Gaisani, E. Y. Puspaningrum, B. M. Mulyo · 0 citations

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