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Release HiveSentinel modular edge pipeline (detector=guard-amber, classifier=mite-copper)
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---
license: apache-2.0
library_name: tflite
pipeline_tag: audio-classification
---
# 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.