HiveSentinel Modular Edge
An offline two-stage acoustic alert pipeline for cooperative apiary gateways.
Intended use
The detector identifies candidate hive-distress windows; the classifier assigns an operational alert label. Human inspection remains required before treatment.
Interface
Audio components exchange the hive-audio-v3 feature contract. Artifacts are supplied for edge deployment and audit reproduction.
Limitations
Weather, machinery, and unfamiliar hive hardware can shift acoustic characteristics. Do not use this release as the sole basis for veterinary action.
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