Erich Blume
dc4d35024f
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>
48 lines
1.8 KiB
YAML
48 lines
1.8 KiB
YAML
---
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# Apple Silicon ZMQ detector for Frigate
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# Runs natively on macOS, using CoreML / Neural Engine for ~15ms inference.
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# Communicates with Frigate via ZMQ over TCP.
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#
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# ONE-TIME SETUP (before running ansible):
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#
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# 1. Clone the repo:
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# ssh indri 'git clone https://github.com/frigate-nvr/apple-silicon-detector.git ~/code/3rd/apple-silicon-detector'
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#
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# 2. Install dependencies:
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# ssh indri 'cd ~/code/3rd/apple-silicon-detector && make install'
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#
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# 3. Run ansible to deploy LaunchAgent:
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# mise run provision-indri -- --tags frigate_detector
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- name: Verify apple-silicon-detector repo exists
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ansible.builtin.stat:
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path: "{{ frigate_detector_dir }}/Makefile"
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register: frigate_detector_stat
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- name: Fail if apple-silicon-detector not found
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ansible.builtin.fail:
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msg: |
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apple-silicon-detector not found at {{ frigate_detector_dir }}.
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Please clone and install first:
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ssh indri 'git clone {{ frigate_detector_repo }} {{ frigate_detector_dir }}'
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ssh indri 'cd {{ frigate_detector_dir }} && make install'
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when: not frigate_detector_stat.stat.exists
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- name: Deploy frigate-detector LaunchAgent plist
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ansible.builtin.template:
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src: mcquack.eblume.frigate-detector.plist.j2
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dest: ~/Library/LaunchAgents/mcquack.eblume.frigate-detector.plist
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mode: '0644'
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notify: Restart frigate-detector
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- name: Check if frigate-detector LaunchAgent is loaded
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ansible.builtin.command: launchctl list mcquack.eblume.frigate-detector
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register: frigate_detector_launchctl_check
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changed_when: false
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failed_when: false
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- name: Load frigate-detector LaunchAgent if not loaded
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ansible.builtin.command: launchctl load ~/Library/LaunchAgents/mcquack.eblume.frigate-detector.plist
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when: frigate_detector_launchctl_check.rc != 0
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changed_when: true
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failed_when: false
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