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blumeops/docs/changelog.d/frigate-zmq-detector.infra.md
Erich Blume dc4d35024f Add Apple Silicon ZMQ detector for Frigate 
Moves object detection from ONNX CPU (~117ms/frame) to the
apple-silicon-detector running natively on indri via CoreML/Neural Engine
(~15ms), communicating with Frigate over ZMQ (tcp://host.minikube.internal:5555).

- New ansible role `frigate_detector` with LaunchAgent
- Switch Frigate configmap from ONNX to ZMQ detector
- Remove detect FPS cap (no longer needed with fast inference)
- Update docs and add changelog fragment

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-17 17:11:35 -08:00

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Add Apple Silicon ZMQ detector for Frigate — inference moves from ONNX CPU (~117ms) to CoreML/Neural Engine (~15ms)