From 8b7005bec3bcc26c55a95aeb4ffd29d1eb758f2d Mon Sep 17 00:00:00 2001 From: Erich Blume Date: Tue, 17 Feb 2026 19:03:07 -0800 Subject: [PATCH] Update docs for YOLOv9-m model and driveway zone Co-Authored-By: Claude Opus 4.6 --- docs/changelog.d/frigate-zmq-detector.infra.md | 2 +- docs/reference/services/frigate.md | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/docs/changelog.d/frigate-zmq-detector.infra.md b/docs/changelog.d/frigate-zmq-detector.infra.md index 0035dc1..2bb35b2 100644 --- a/docs/changelog.d/frigate-zmq-detector.infra.md +++ b/docs/changelog.d/frigate-zmq-detector.infra.md @@ -1 +1 @@ -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 diff --git a/docs/reference/services/frigate.md b/docs/reference/services/frigate.md index 492e0ba..edd93af 100644 --- a/docs/reference/services/frigate.md +++ b/docs/reference/services/frigate.md @@ -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