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Update docs for YOLOv9-m model and driveway zone

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Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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Erich Blume 2026-02-17 19:03:07 -08:00
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docs/changelog.d/frigate-zmq-detector.infra.md
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Add Apple Silicon ZMQ detector for Frigate — inference moves from ONNX CPU (~117ms) to CoreML/Neural Engine (~50-80ms)
Add Apple Silicon ZMQ detector for Frigate — inference moves from in-pod ONNX CPU to CoreML on indri via ZMQ, using YOLOv9-m model

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docs/reference/services/frigate.md
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@ -49,9 +49,9 @@ Camera credentials are stored in 1Password and synced via [[external-secrets]] t
## Detection
Object detection uses the [apple-silicon-detector](https://github.com/frigate-nvr/apple-silicon-detector) with a YOLOv9-t model (`yolo-generic`, 320x320), running natively on [[indri]] as a LaunchAgent (`mcquack.eblume.frigate-detector`). It communicates with Frigate via ZMQ over TCP (`tcp://host.minikube.internal:5555`), using CoreML with partial Neural Engine acceleration (~50-80ms inference, down from ~117ms with in-pod ONNX CPU).
Object detection uses the [apple-silicon-detector](https://github.com/frigate-nvr/apple-silicon-detector) with a YOLOv9-m model (`yolo-generic`, 320x320), running natively on [[indri]] as a LaunchAgent (`mcquack.eblume.frigate-detector`). It communicates with Frigate via ZMQ over TCP (`tcp://host.minikube.internal:5555`), using CoreML with partial Neural Engine acceleration (~100-170ms inference). Model ONNX files are stored on the NFS volume at `/media/frigate/models/`.
A `driveway_entrance` zone is configured for alert filtering — only detections in this zone trigger review alerts.
Two zones are configured: `driveway_entrance` (triggers review alerts for person/car) and `driveway` (triggers review detections).
## Retention