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Willy Sucipto

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#edge computing Open access Sep 2026

Deployment Readiness of TinyML and Edge AI for Precision Apiculture: A Systematic Review and Evidence Map

This systematic review and evidence map will assess how far TinyML and edge-AI systems for managed honey-bee (Apis mellifera) hive monitoring have progressed from offline algorithm development to physical on-device inference and validation under realistic apiary conditions. Deployment readiness is operationalised along...

Willy Sucipto · 0 citations

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