add release workflow for images

update debug message
empty assumption for events
2025-10-01 13:53:00 +08:00 · 2023-10-28 06:34:15 -05:00 · 2023-10-26 17:32:58 -06:00 · 2023-10-26 17:32:58 -06:00 · 2023-10-26 17:32:58 -06:00 · 2023-10-26 17:32:58 -06:00
478 changed files with 81270 additions and 2311 deletions
--- a/.devcontainer/devcontainer.json
+++ b/.devcontainer/devcontainer.json
@@ -0,0 +1,97 @@
 {
  "name": "Frigate Devcontainer",
  "dockerComposeFile": "../docker-compose.yml",
  "service": "devcontainer",
  "workspaceFolder": "/workspace/frigate",
  "initializeCommand": ".devcontainer/initialize.sh",
  "postCreateCommand": ".devcontainer/post_create.sh",
  "overrideCommand": false,
  "remoteUser": "vscode",
  "features": {
    "ghcr.io/devcontainers/features/common-utils:1": {}
  },
  "forwardPorts": [5000, 5001, 5173, 1935, 8554, 8555],
  "portsAttributes": {
    "5000": {
      "label": "NGINX",
      "onAutoForward": "silent"
    },
    "5001": {
      "label": "Frigate API",
      "onAutoForward": "silent"
    },
    "5173": {
      "label": "Vite Server",
      "onAutoForward": "silent"
    },
    "1935": {
      "label": "RTMP",
      "onAutoForward": "silent"
    },
    "8554": {
      "label": "gortc RTSP",
      "onAutoForward": "silent"
    },
    "8555": {
      "label": "go2rtc WebRTC",
      "onAutoForward": "silent"
    }
  },
  "customizations": {
    "vscode": {
      "extensions": [
        "ms-python.python",
        "ms-python.vscode-pylance",
        "ms-python.black-formatter",
        "visualstudioexptteam.vscodeintellicode",
        "mhutchie.git-graph",
        "ms-azuretools.vscode-docker",
        "streetsidesoftware.code-spell-checker",
        "esbenp.prettier-vscode",
        "dbaeumer.vscode-eslint",
        "mikestead.dotenv",
        "csstools.postcss",
        "blanu.vscode-styled-jsx",
        "bradlc.vscode-tailwindcss",
        "ms-python.isort",
        "charliermarsh.ruff"
      ],
      "settings": {
        "remote.autoForwardPorts": false,
        "python.linting.pylintEnabled": true,
        "python.linting.enabled": true,
        "python.formatting.provider": "none",
        "python.languageServer": "Pylance",
        "editor.formatOnPaste": false,
        "editor.formatOnSave": true,
        "editor.formatOnType": true,
        "python.testing.pytestEnabled": false,
        "python.testing.unittestEnabled": true,
        "python.testing.unittestArgs": ["-v", "-s", "./frigate/test"],
        "files.trimTrailingWhitespace": true,
        "eslint.workingDirectories": ["./web"],
        "isort.args": ["--settings-path=./pyproject.toml"],
        "[python]": {
          "editor.defaultFormatter": "ms-python.black-formatter",
          "editor.formatOnSave": true,
          "editor.codeActionsOnSave": {
            "source.fixAll": true,
            "source.organizeImports": true
          }
        },
        "[json][jsonc]": {
          "editor.defaultFormatter": "esbenp.prettier-vscode"
        },
        "[jsx][js][tsx][ts]": {
          "editor.codeActionsOnSave": [
            "source.addMissingImports",
            "source.fixAll"
          ],
          "editor.tabSize": 2
        },
        "cSpell.ignoreWords": ["rtmp"],
        "cSpell.words": ["preact", "astype", "hwaccel", "mqtt"]
      }
    }
  }
 }
--- a/.devcontainer/initialize.sh
+++ b/.devcontainer/initialize.sh
@@ -0,0 +1,13 @@
 #!/bin/bash
 set -euo pipefail
 # These folders needs to be created and owned by the host user
 mkdir -p debug web/dist
 if [[ -f "config/config.yml" ]]; then
  echo "config/config.yml already exists, skipping initialization" >&2
 else
  echo "initializing config/config.yml" >&2
  cp -fv config/config.yml.example config/config.yml
 fi
--- a/.devcontainer/post_create.sh
+++ b/.devcontainer/post_create.sh
@@ -0,0 +1,28 @@
 #!/bin/bash
 set -euxo pipefail
 # Cleanup the old github host key
 sed -i -e '/AAAAB3NzaC1yc2EAAAABIwAAAQEAq2A7hRGmdnm9tUDbO9IDSwBK6TbQa+PXYPCPy6rbTrTtw7PHkccKrpp0yVhp5HdEIcKr6pLlVDBfOLX9QUsyCOV0wzfjIJNlGEYsdlLJizHhbn2mUjvSAHQqZETYP81eFzLQNnPHt4EVVUh7VfDESU84KezmD5QlWpXLmvU31\/yMf+Se8xhHTvKSCZIFImWwoG6mbUoWf9nzpIoaSjB+weqqUUmpaaasXVal72J+UX2B+2RPW3RcT0eOzQgqlJL3RKrTJvdsjE3JEAvGq3lGHSZXy28G3skua2SmVi\/w4yCE6gbODqnTWlg7+wC604ydGXA8VJiS5ap43JXiUFFAaQ==/d' ~/.ssh/known_hosts
 # Add new github host key
 curl -L https://api.github.com/meta | jq -r '.ssh_keys | .[]' | \
  sed -e 's/^/github.com /' >> ~/.ssh/known_hosts
 # Frigate normal container runs as root, so it have permission to create
 # the folders. But the devcontainer runs as the host user, so we need to
 # create the folders and give the host user permission to write to them.
 sudo mkdir -p /media/frigate
 sudo chown -R "$(id -u):$(id -g)" /media/frigate
 # When started as a service, LIBAVFORMAT_VERSION_MAJOR is defined in the
 # s6 service file. For dev, where frigate is started from an interactive
 # shell, we define it in .bashrc instead.
 echo 'export LIBAVFORMAT_VERSION_MAJOR=$(ffmpeg -version | grep -Po "libavformat\W+\K\d+")' >> $HOME/.bashrc
 make version
 cd web
 npm install
 npm run build
--- a/.dockerignore
+++ b/.dockerignore
@@ -1,6 +1,16 @@
 README.md
-diagram.png
+docs/
 .gitignore
 debug
 config/
-*.pyc
+*.pyc
 .git
 core
 *.mp4
 *.jpg
 *.db
 *.ts
 web/dist/
 web/node_modules/
 web/.npm
--- a/.github/FUNDING.yml
+++ b/.github/FUNDING.yml
@@ -1 +1,3 @@
-github: blakeblackshear
+github:
  - blakeblackshear
  - NickM-27
--- a/.github/ISSUE_TEMPLATE/camera_support_request.yml
+++ b/.github/ISSUE_TEMPLATE/camera_support_request.yml
@@ -0,0 +1,107 @@
 name: Camera Support Request
 description: Support for setting up cameras in Frigate
 title: "[Camera Support]: "
 labels: ["support", "triage"]
 assignees: []
 body:
  - type: textarea
    id: description
    attributes:
      label: Describe the problem you are having
    validations:
      required: true
  - type: input
    id: version
    attributes:
      label: Version
      description: Visible on the Debug page in the Web UI
    validations:
      required: true
  - type: textarea
    id: config
    attributes:
      label: Frigate config file
      description: This will be automatically formatted into code, so no need for backticks.
      render: yaml
    validations:
      required: true
  - type: textarea
    id: logs
    attributes:
      label: Relevant log output
      description: Please copy and paste any relevant log output. This will be automatically formatted into code, so no need for backticks.
      render: shell
    validations:
      required: true
  - type: textarea
    id: ffprobe
    attributes:
      label: FFprobe output from your camera
      description: Run `ffprobe <camera_url>` and provide output below
      render: shell
    validations:
      required: true
  - type: textarea
    id: stats
    attributes:
      label: Frigate stats
      description: Output from frigate's /api/stats endpoint
      render: json
  - type: dropdown
    id: os
    attributes:
      label: Operating system
      options:
        - HassOS
        - Debian
        - Other Linux
        - Proxmox
        - UNRAID
        - Windows
        - Other
    validations:
      required: true
  - type: dropdown
    id: install-method
    attributes:
      label: Install method
      options:
        - HassOS Addon
        - Docker Compose
        - Docker CLI
    validations:
      required: true
  - type: dropdown
    id: coral
    attributes:
      label: Coral version
      options:
        - USB
        - PCIe
        - M.2
        - Dev Board
        - Other
        - CPU (no coral)
    validations:
      required: true
  - type: dropdown
    id: network
    attributes:
      label: Network connection
      options:
        - Wired
        - Wireless
        - Mixed
    validations:
      required: true
  - type: input
    id: camera
    attributes:
      label: Camera make and model
      description: Dahua, hikvision, amcrest, reolink, etc and model number
    validations:
      required: true
  - type: textarea
    id: other
    attributes:
      label: Any other information that may be helpful
--- a/.github/ISSUE_TEMPLATE/config.yml
+++ b/.github/ISSUE_TEMPLATE/config.yml
@@ -0,0 +1 @@
 blank_issues_enabled: false
--- a/.github/ISSUE_TEMPLATE/config_support_request.yml
+++ b/.github/ISSUE_TEMPLATE/config_support_request.yml
@@ -0,0 +1,82 @@
 name: Config Support Request
 description: Support for Frigate configuration
 title: "[Config Support]: "
 labels: ["support", "triage"]
 assignees: []
 body:
  - type: textarea
    id: description
    attributes:
      label: Describe the problem you are having
    validations:
      required: true
  - type: input
    id: version
    attributes:
      label: Version
      description: Visible on the Debug page in the Web UI
    validations:
      required: true
  - type: textarea
    id: config
    attributes:
      label: Frigate config file
      description: This will be automatically formatted into code, so no need for backticks.
      render: yaml
    validations:
      required: true
  - type: textarea
    id: logs
    attributes:
      label: Relevant log output
      description: Please copy and paste any relevant log output. This will be automatically formatted into code, so no need for backticks.
      render: shell
    validations:
      required: true
  - type: textarea
    id: stats
    attributes:
      label: Frigate stats
      description: Output from frigate's /api/stats endpoint
      render: json
  - type: dropdown
    id: os
    attributes:
      label: Operating system
      options:
        - HassOS
        - Debian
        - Other Linux
        - Proxmox
        - UNRAID
        - Windows
        - Other
    validations:
      required: true
  - type: dropdown
    id: install-method
    attributes:
      label: Install method
      options:
        - HassOS Addon
        - Docker Compose
        - Docker CLI
    validations:
      required: true
  - type: dropdown
    id: coral
    attributes:
      label: Coral version
      options:
        - USB
        - PCIe
        - M.2
        - Dev Board
        - Other
        - CPU (no coral)
    validations:
      required: true
  - type: textarea
    id: other
    attributes:
      label: Any other information that may be helpful
--- a/.github/ISSUE_TEMPLATE/detector_support_request.yml
+++ b/.github/ISSUE_TEMPLATE/detector_support_request.yml
@@ -0,0 +1,84 @@
 name: Detector Support Request
 description: Support for setting up object detector in Frigate (Coral, OpenVINO, TensorRT, etc.)
 title: "[Detector Support]: "
 labels: ["support", "triage"]
 assignees: []
 body:
  - type: textarea
    id: description
    attributes:
      label: Describe the problem you are having
    validations:
      required: true
  - type: input
    id: version
    attributes:
      label: Version
      description: Visible on the Debug page in the Web UI
    validations:
      required: true
  - type: textarea
    id: config
    attributes:
      label: Frigate config file
      description: This will be automatically formatted into code, so no need for backticks.
      render: yaml
    validations:
      required: true
  - type: textarea
    id: docker
    attributes:
      label: docker-compose file or Docker CLI command
      description: This will be automatically formatted into code, so no need for backticks.
      render: yaml
    validations:
      required: true
  - type: textarea
    id: logs
    attributes:
      label: Relevant log output
      description: Please copy and paste any relevant log output. This will be automatically formatted into code, so no need for backticks.
      render: shell
    validations:
      required: true
  - type: dropdown
    id: os
    attributes:
      label: Operating system
      options:
        - HassOS
        - Debian
        - Other Linux
        - Proxmox
        - UNRAID
        - Windows
        - Other
    validations:
      required: true
  - type: dropdown
    id: install-method
    attributes:
      label: Install method
      options:
        - HassOS Addon
        - Docker Compose
        - Docker CLI
    validations:
      required: true
  - type: dropdown
    id: coral
    attributes:
      label: Coral version
      options:
        - USB
        - PCIe
        - M.2
        - Dev Board
        - Other
        - CPU (no coral)
    validations:
      required: true
  - type: textarea
    id: other
    attributes:
      label: Any other information that may be helpful
--- a/.github/ISSUE_TEMPLATE/feature_request.md
+++ b/.github/ISSUE_TEMPLATE/feature_request.md
@@ -0,0 +1,20 @@
 ---
 name: Feature request
 about: Suggest an idea for this project
 title: ''
 labels: enhancement
 assignees: ''
 ---
 **Describe what you are trying to accomplish and why in non technical terms**
 I want to be able to ... so that I can ... 
 **Describe the solution you'd like**
 A clear and concise description of what you want to happen.
 **Describe alternatives you've considered**
 A clear and concise description of any alternative solutions or features you've considered.
 **Additional context**
 Add any other context or screenshots about the feature request here.
--- a/.github/ISSUE_TEMPLATE/general_support_request.yml
+++ b/.github/ISSUE_TEMPLATE/general_support_request.yml
@@ -0,0 +1,107 @@
 name: General Support Request
 description: General support request for Frigate
 title: "[Support]: "
 labels: ["support", "triage"]
 assignees: []
 body:
  - type: textarea
    id: description
    attributes:
      label: Describe the problem you are having
    validations:
      required: true
  - type: input
    id: version
    attributes:
      label: Version
      description: Visible on the Debug page in the Web UI
    validations:
      required: true
  - type: textarea
    id: config
    attributes:
      label: Frigate config file
      description: This will be automatically formatted into code, so no need for backticks.
      render: yaml
    validations:
      required: true
  - type: textarea
    id: logs
    attributes:
      label: Relevant log output
      description: Please copy and paste any relevant log output. This will be automatically formatted into code, so no need for backticks.
      render: shell
    validations:
      required: true
  - type: textarea
    id: ffprobe
    attributes:
      label: FFprobe output from your camera
      description: Run `ffprobe <camera_url>` and provide output below
      render: shell
    validations:
      required: true
  - type: textarea
    id: stats
    attributes:
      label: Frigate stats
      description: Output from frigate's /api/stats endpoint
      render: json
  - type: dropdown
    id: os
    attributes:
      label: Operating system
      options:
        - HassOS
        - Debian
        - Other Linux
        - Proxmox
        - UNRAID
        - Windows
        - Other
    validations:
      required: true
  - type: dropdown
    id: install-method
    attributes:
      label: Install method
      options:
        - HassOS Addon
        - Docker Compose
        - Docker CLI
    validations:
      required: true
  - type: dropdown
    id: coral
    attributes:
      label: Coral version
      options:
        - USB
        - PCIe
        - M.2
        - Dev Board
        - Other
        - CPU (no coral)
    validations:
      required: true
  - type: dropdown
    id: network
    attributes:
      label: Network connection
      options:
        - Wired
        - Wireless
        - Mixed
    validations:
      required: true
  - type: input
    id: camera
    attributes:
      label: Camera make and model
      description: Dahua, hikvision, amcrest, reolink, etc and model number
    validations:
      required: true
  - type: textarea
    id: other
    attributes:
      label: Any other information that may be helpful
--- a/.github/ISSUE_TEMPLATE/hwaccel_support_request.yml
+++ b/.github/ISSUE_TEMPLATE/hwaccel_support_request.yml
@@ -0,0 +1,96 @@
 name: Hardware Acceleration Support Request
 description: Support for setting up GPU hardware acceleration in Frigate
 title: "[HW Accel Support]: "
 labels: ["support", "triage"]
 assignees: []
 body:
  - type: textarea
    id: description
    attributes:
      label: Describe the problem you are having
    validations:
      required: true
  - type: input
    id: version
    attributes:
      label: Version
      description: Visible on the Debug page in the Web UI
    validations:
      required: true
  - type: textarea
    id: config
    attributes:
      label: Frigate config file
      description: This will be automatically formatted into code, so no need for backticks.
      render: yaml
    validations:
      required: true
  - type: textarea
    id: docker
    attributes:
      label: docker-compose file or Docker CLI command
      description: This will be automatically formatted into code, so no need for backticks.
      render: yaml
    validations:
      required: true
  - type: textarea
    id: logs
    attributes:
      label: Relevant log output
      description: Please copy and paste any relevant log output. This will be automatically formatted into code, so no need for backticks.
      render: shell
    validations:
      required: true
  - type: textarea
    id: ffprobe
    attributes:
      label: FFprobe output from your camera
      description: Run `ffprobe <camera_url>` and provide output below
      render: shell
    validations:
      required: true
  - type: dropdown
    id: os
    attributes:
      label: Operating system
      options:
        - HassOS
        - Debian
        - Other Linux
        - Proxmox
        - UNRAID
        - Windows
        - Other
    validations:
      required: true
  - type: dropdown
    id: install-method
    attributes:
      label: Install method
      options:
        - HassOS Addon
        - Docker Compose
        - Docker CLI
    validations:
      required: true
  - type: dropdown
    id: network
    attributes:
      label: Network connection
      options:
        - Wired
        - Wireless
        - Mixed
    validations:
      required: true
  - type: input
    id: camera
    attributes:
      label: Camera make and model
      description: Dahua, hikvision, amcrest, reolink, etc and model number
    validations:
      required: true
  - type: textarea
    id: other
    attributes:
      label: Any other information that may be helpful
--- a/.github/actions/setup/action.yml
+++ b/.github/actions/setup/action.yml
@@ -0,0 +1,39 @@
 name: 'Setup'
 description: 'Set up QEMU and Buildx'
 inputs:
  GITHUB_TOKEN:
    required: true
 outputs:
  image-name:
    value: ghcr.io/${{ steps.lowercaseRepo.outputs.lowercase }}:${{ github.ref_name }}-${{ steps.create-short-sha.outputs.SHORT_SHA }}
  cache-name:
    value: ghcr.io/${{ steps.lowercaseRepo.outputs.lowercase }}:cache
 runs:
  using: "composite"
  steps:
    - name: Remove unnecessary files
      run: |
        sudo rm -rf /usr/share/dotnet
        sudo rm -rf /usr/local/lib/android
        sudo rm -rf /opt/ghc
      shell: bash
    - id: lowercaseRepo
      uses: ASzc/change-string-case-action@v5
      with:
        string: ${{ github.repository }}
    - name: Set up QEMU
      uses: docker/setup-qemu-action@v2
    - name: Set up Docker Buildx
      uses: docker/setup-buildx-action@v2
    - name: Log in to the Container registry
      uses: docker/login-action@465a07811f14bebb1938fbed4728c6a1ff8901fc
      with:
        registry: ghcr.io
        username: ${{ github.actor }}
        password: ${{ inputs.GITHUB_TOKEN }}
    - name: Create version file
      run: make version
      shell: bash
    - id: create-short-sha
      run: echo "SHORT_SHA=${GITHUB_SHA::7}" >> $GITHUB_OUTPUT
      shell: bash
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -0,0 +1,32 @@
 version: 2
 updates:
  - package-ecosystem: "github-actions"
    directory: "/"
    schedule:
      interval: daily
    open-pull-requests-limit: 10
    target-branch: dev
  - package-ecosystem: "docker"
    directory: "/docker"
    schedule:
      interval: daily
    open-pull-requests-limit: 10
    target-branch: dev
  - package-ecosystem: "pip"
    directory: "/docker/main"
    schedule:
      interval: daily
    open-pull-requests-limit: 10
    target-branch: dev
  - package-ecosystem: "npm"
    directory: "/web"
    schedule:
      interval: daily
    open-pull-requests-limit: 10
    target-branch: dev
  - package-ecosystem: "npm"
    directory: "/docs"
    schedule:
      interval: daily
    open-pull-requests-limit: 10
    target-branch: dev
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,160 @@
 name: CI
 on:
  workflow_dispatch:
  push:
    branches:
      - dev
      - master
 # only run the latest commit to avoid cache overwrites
 concurrency:
  group: ${{ github.ref }}
  cancel-in-progress: true
 env:
  PYTHON_VERSION: 3.9
 jobs:
  amd64_build:
    runs-on: ubuntu-latest
    name: AMD64 Build
    steps:
      - name: Check out code
        uses: actions/checkout@v4
      - name: Set up QEMU and Buildx
        id: setup
        uses: ./.github/actions/setup
        with:
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
      - name: Build and push amd64 standard build
        uses: docker/build-push-action@v5
        with:
          context: .
          file: docker/main/Dockerfile
          push: true
          platforms: linux/amd64
          target: frigate
          tags: ${{ steps.setup.outputs.image-name }}-amd64
          cache-from: type=registry,ref=${{ steps.setup.outputs.cache-name }}-amd64
      - name: Build and push TensorRT (x86 GPU)
        uses: docker/bake-action@v4
        with:
          push: true
          targets: tensorrt
          files: docker/tensorrt/trt.hcl
          set: |
            tensorrt.tags=${{ steps.setup.outputs.image-name }}-tensorrt
            *.cache-from=type=registry,ref=${{ steps.setup.outputs.cache-name }}-amd64
            *.cache-to=type=registry,ref=${{ steps.setup.outputs.cache-name }}-amd64,mode=max
  arm64_build:
    runs-on: ubuntu-latest
    name: ARM Build
    steps:
      - name: Check out code
        uses: actions/checkout@v4
      - name: Set up QEMU and Buildx
        id: setup
        uses: ./.github/actions/setup
        with:
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
      - name: Build and push arm64 standard build
        uses: docker/build-push-action@v5
        with:
          context: .
          file: docker/main/Dockerfile
          push: true
          platforms: linux/arm64
          target: frigate
          tags: |
            ${{ steps.setup.outputs.image-name }}-standard-arm64
          cache-from: type=registry,ref=${{ steps.setup.outputs.cache-name }}-arm64
      - name: Build and push RPi build
        uses: docker/bake-action@v4
        with:
          push: true
          targets: rpi
          files: docker/rpi/rpi.hcl
          set: |
            rpi.tags=${{ steps.setup.outputs.image-name }}-rpi
            *.cache-from=type=registry,ref=${{ steps.setup.outputs.cache-name }}-arm64
            *.cache-to=type=registry,ref=${{ steps.setup.outputs.cache-name }}-arm64,mode=max
  jetson_jp4_build:
    runs-on: ubuntu-latest
    name: Jetson Jetpack 4
    steps:
      - name: Check out code
        uses: actions/checkout@v4
      - name: Set up QEMU and Buildx
        id: setup
        uses: ./.github/actions/setup
        with:
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
      - name: Build and push TensorRT (Jetson, Jetpack 4)
        env:
          ARCH: arm64
          BASE_IMAGE: timongentzsch/l4t-ubuntu20-opencv:latest
          SLIM_BASE: timongentzsch/l4t-ubuntu20-opencv:latest
          TRT_BASE: timongentzsch/l4t-ubuntu20-opencv:latest
        uses: docker/bake-action@v4
        with:
          push: true
          targets: tensorrt
          files: docker/tensorrt/trt.hcl
          set: |
            tensorrt.tags=${{ steps.setup.outputs.image-name }}-tensorrt-jp4
            *.cache-from=type=registry,ref=${{ steps.setup.outputs.cache-name }}-jp4
            *.cache-to=type=registry,ref=${{ steps.setup.outputs.cache-name }}-jp4,mode=max
  jetson_jp5_build:
    runs-on: ubuntu-latest
    name: Jetson Jetpack 5
    steps:
      - name: Check out code
        uses: actions/checkout@v4
      - name: Set up QEMU and Buildx
        id: setup
        uses: ./.github/actions/setup
        with:
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
      - name: Build and push TensorRT (Jetson, Jetpack 5)
        env:
          ARCH: arm64
          BASE_IMAGE: nvcr.io/nvidia/l4t-tensorrt:r8.5.2-runtime
          SLIM_BASE: nvcr.io/nvidia/l4t-tensorrt:r8.5.2-runtime
          TRT_BASE: nvcr.io/nvidia/l4t-tensorrt:r8.5.2-runtime
        uses: docker/bake-action@v4
        with:
          push: true
          targets: tensorrt
          files: docker/tensorrt/trt.hcl
          set: |
            tensorrt.tags=${{ steps.setup.outputs.image-name }}-tensorrt-jp5
            *.cache-from=type=registry,ref=${{ steps.setup.outputs.cache-name }}-jp5
            *.cache-to=type=registry,ref=${{ steps.setup.outputs.cache-name }}-jp5,mode=max
  # The majority of users running arm64 are rpi users, so the rpi
  # build should be the primary arm64 image
  assemble_default_build:
    runs-on: ubuntu-latest
    name: Assemble and push default build
    needs:
      - amd64_build
      - arm64_build
    steps:
      - id: lowercaseRepo
        uses: ASzc/change-string-case-action@v5
        with:
          string: ${{ github.repository }}
      - name: Log in to the Container registry
        uses: docker/login-action@343f7c4344506bcbf9b4de18042ae17996df046d
        with:
          registry: ghcr.io
          username: ${{ github.actor }}
          password: ${{ secrets.GITHUB_TOKEN }}
      - name: Create short sha
        run: echo "SHORT_SHA=${GITHUB_SHA::7}" >> $GITHUB_ENV
      - uses: int128/docker-manifest-create-action@v1
        with:
          tags: ghcr.io/${{ steps.lowercaseRepo.outputs.lowercase }}:${{ github.ref_name }}-${{ env.SHORT_SHA }}
          suffixes: |
            -amd64
            -rpi
--- a/.github/workflows/dependabot-auto-merge.yaml
+++ b/.github/workflows/dependabot-auto-merge.yaml
@@ -0,0 +1,24 @@
 name: dependabot-auto-merge
 on: pull_request
 permissions:
  contents: write
 jobs:
  dependabot-auto-merge:
    runs-on: ubuntu-latest
    if: github.actor == 'dependabot[bot]'
    steps:
      - name: Get Dependabot metadata
        id: metadata
        uses: dependabot/fetch-metadata@v1
        with:
          github-token: ${{ secrets.GITHUB_TOKEN }}
      - name: Enable auto-merge for Dependabot PRs
        if: steps.metadata.outputs.dependency-type == 'direct:development' && (steps.metadata.outputs.update-type == 'version-update:semver-minor' || steps.metadata.outputs.update-type == 'version-update:semver-patch')
        run: |
          gh pr review --approve "$PR_URL"
          gh pr merge --auto --squash "$PR_URL"
        env:
          PR_URL: ${{ github.event.pull_request.html_url }}
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
--- a/.github/workflows/pull_request.yml
+++ b/.github/workflows/pull_request.yml
@@ -0,0 +1,108 @@
 name: On pull request
 on: pull_request
 env:
  DEFAULT_PYTHON: 3.9
 jobs:
  build_devcontainer:
    runs-on: ubuntu-latest
    name: Build Devcontainer
    # The Dockerfile contains features that requires buildkit, and since the
    # devcontainer cli uses docker-compose to build the image, the only way to
    # ensure docker-compose uses buildkit is to explicitly enable it.
    env:
      DOCKER_BUILDKIT: "1"
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@master
        with:
          node-version: 16.x
      - name: Install devcontainer cli
        run: npm install --global @devcontainers/cli
      - name: Build devcontainer
        run: devcontainer build --workspace-folder .
      # It would be nice to also test the following commands, but for some
      # reason they don't work even though in VS Code devcontainer works.
      # - name: Start devcontainer
      #   run: devcontainer up --workspace-folder .
      # - name: Run devcontainer scripts
      #   run: devcontainer run-user-commands --workspace-folder .
  web_lint:
    name: Web - Lint
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@master
        with:
          node-version: 16.x
      - run: npm install
        working-directory: ./web
      - name: Lint
        run: npm run lint
        working-directory: ./web
  web_test:
    name: Web - Test
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@master
        with:
          node-version: 16.x
      - run: npm install
        working-directory: ./web
      - name: Test
        run: npm run test
        working-directory: ./web
  python_checks:
    runs-on: ubuntu-latest
    name: Python Checks
    steps:
      - name: Check out the repository
        uses: actions/checkout@v4
      - name: Set up Python ${{ env.DEFAULT_PYTHON }}
        uses: actions/setup-python@v4.7.1
        with:
          python-version: ${{ env.DEFAULT_PYTHON }}
      - name: Install requirements
        run: |
          python3 -m pip install -U pip
          python3 -m pip install -r docker/main/requirements-dev.txt
      - name: Check black
        run: |
          black --check --diff frigate migrations docker *.py
      - name: Check isort
        run: |
          isort --check --diff frigate migrations docker *.py
      - name: Check ruff
        run: |
          ruff check frigate migrations docker *.py
  python_tests:
    runs-on: ubuntu-latest
    name: Python Tests
    steps:
      - name: Check out code
        uses: actions/checkout@v4
      - uses: actions/setup-node@master
        with:
          node-version: 16.x
      - run: npm install
        working-directory: ./web
      - name: Build web
        run: npm run build
        working-directory: ./web
      - name: Set up QEMU
        uses: docker/setup-qemu-action@v3
      - name: Set up Docker Buildx
        uses: docker/setup-buildx-action@v3
      - name: Build
        run: make
      - name: Run mypy
        run: docker run --rm --entrypoint=python3 frigate:latest -u -m mypy --config-file frigate/mypy.ini frigate
      - name: Run tests
        run: docker run --rm --entrypoint=python3 frigate:latest -u -m unittest
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -0,0 +1,62 @@
 name: On release
 on:
  release:
    types: [published]
 jobs:
  release:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - id: lowercaseRepo
        uses: ASzc/change-string-case-action@v5
        with:
          string: ${{ github.repository }}
      - name: Log in to the Container registry
        uses: docker/login-action@343f7c4344506bcbf9b4de18042ae17996df046d
        with:
          registry: ghcr.io
          username: ${{ github.actor }}
          password: ${{ secrets.GITHUB_TOKEN }}
      - name: Create tag variables
        run: |
          echo "BASE=ghcr.io/${{ steps.lowercaseRepo.outputs.lowercase }}" >> $GITHUB_ENV
          echo "BUILD_TAG=${{ github.ref_name }}-${GITHUB_SHA::7}" >> $GITHUB_ENV
          echo "CLEAN_VERSION=$(echo ${GITHUB_REF##*/} | tr '[:upper:]' '[:lower:]' | sed 's/^[v]//')" >> $GITHUB_ENV
      - name: Tag and push the main image
        run: |
          VERSION_TAG=${BASE}:${CLEAN_VERSION}
          PULL_TAG=${BASE}:${BUILD_TAG}
          docker pull ${PULL_TAG}
          docker tag ${PULL_TAG} ${VERSION_TAG}
          docker push ${VERSION_TAG}
      - name: Tag and push standard arm64
        run: |
          VERSION_TAG=${BASE}:${CLEAN_VERSION}-standard-arm64
          PULL_TAG=${BASE}:${BUILD_TAG}-standard-arm64
          docker pull ${PULL_TAG}
          docker tag ${PULL_TAG} ${VERSION_TAG}
          docker push ${VERSION_TAG}
      - name: Tag and push tensorrt
        run: |
          VERSION_TAG=${BASE}:${CLEAN_VERSION}-tensorrt
          PULL_TAG=${BASE}:${BUILD_TAG}-tensorrt
          docker pull ${PULL_TAG}
          docker tag ${PULL_TAG} ${VERSION_TAG}
          docker push ${VERSION_TAG}
      - name: Tag and push tensorrt-jp4
        run: |
          VERSION_TAG=${BASE}:${CLEAN_VERSION}-tensorrt-jp4
          PULL_TAG=${BASE}:${BUILD_TAG}-tensorrt-jp4
          docker pull ${PULL_TAG}
          docker tag ${PULL_TAG} ${VERSION_TAG}
          docker push ${VERSION_TAG}
      - name: Tag and push tensorrt-jp5
        run: |
          VERSION_TAG=${BASE}:${CLEAN_VERSION}-tensorrt-jp5
          PULL_TAG=${BASE}:${BUILD_TAG}-tensorrt-jp5
          docker pull ${PULL_TAG}
          docker tag ${PULL_TAG} ${VERSION_TAG}
          docker push ${VERSION_TAG}
--- a/.github/workflows/stale.yml
+++ b/.github/workflows/stale.yml
@@ -0,0 +1,26 @@
 # Close Stale Issues
 # Warns and then closes issues and PRs that have had no activity for a specified amount of time.
 # https://github.com/actions/stale
 name: "Stalebot"
 on:
  schedule:
    - cron: "0 0 * * *" # run stalebot once a day
 jobs:
  stale:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/stale@main
        id: stale
        with:
          stale-issue-message: "This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions."
          close-issue-message: ""
          days-before-stale: 30
          days-before-close: 3
          exempt-draft-pr: true
          exempt-issue-labels: "pinned,security"
          exempt-pr-labels: "pinned,security,dependencies"
          operations-per-run: 120
      - name: Print outputs
        run: echo ${{ join(steps.stale.outputs.*, ',') }}
--- a/.gitignore
+++ b/.gitignore
@@ -1,4 +1,20 @@
-*.pyc 
+.DS_Store
 *.pyc
 *.swp
 debug
-.vscode
+.vscode/*
-config/config.yml
+!.vscode/launch.json
 config/*
 !config/*.example
 models
 *.mp4
 *.ts
 *.db
 *.csv
 frigate/version.py
 web/build
 web/node_modules
 web/coverage
 core
 !/web/**/*.ts
 .idea/*
--- a/.pylintrc
+++ b/.pylintrc
@@ -0,0 +1,588 @@
 [MASTER]
 # A comma-separated list of package or module names from where C extensions may
 # be loaded. Extensions are loading into the active Python interpreter and may
 # run arbitrary code.
 extension-pkg-whitelist=
 # Specify a score threshold to be exceeded before program exits with error.
 fail-under=10.0
 # Add files or directories to the blacklist. They should be base names, not
 # paths.
 ignore=CVS
 # Add files or directories matching the regex patterns to the blacklist. The
 # regex matches against base names, not paths.
 ignore-patterns=
 # Python code to execute, usually for sys.path manipulation such as
 # pygtk.require().
 #init-hook=
 # Use multiple processes to speed up Pylint. Specifying 0 will auto-detect the
 # number of processors available to use.
 jobs=1
 # Control the amount of potential inferred values when inferring a single
 # object. This can help the performance when dealing with large functions or
 # complex, nested conditions.
 limit-inference-results=100
 # List of plugins (as comma separated values of python module names) to load,
 # usually to register additional checkers.
 load-plugins=
 # Pickle collected data for later comparisons.
 persistent=yes
 # When enabled, pylint would attempt to guess common misconfiguration and emit
 # user-friendly hints instead of false-positive error messages.
 suggestion-mode=yes
 # Allow loading of arbitrary C extensions. Extensions are imported into the
 # active Python interpreter and may run arbitrary code.
 unsafe-load-any-extension=no
 [MESSAGES CONTROL]
 # Only show warnings with the listed confidence levels. Leave empty to show
 # all. Valid levels: HIGH, INFERENCE, INFERENCE_FAILURE, UNDEFINED.
 confidence=
 # Disable the message, report, category or checker with the given id(s). You
 # can either give multiple identifiers separated by comma (,) or put this
 # option multiple times (only on the command line, not in the configuration
 # file where it should appear only once). You can also use "--disable=all" to
 # disable everything first and then reenable specific checks. For example, if
 # you want to run only the similarities checker, you can use "--disable=all
 # --enable=similarities". If you want to run only the classes checker, but have
 # no Warning level messages displayed, use "--disable=all --enable=classes
 # --disable=W".
 disable=print-statement,
        parameter-unpacking,
        unpacking-in-except,
        old-raise-syntax,
        backtick,
        long-suffix,
        old-ne-operator,
        old-octal-literal,
        import-star-module-level,
        non-ascii-bytes-literal,
        raw-checker-failed,
        bad-inline-option,
        locally-disabled,
        file-ignored,
        suppressed-message,
        useless-suppression,
        deprecated-pragma,
        use-symbolic-message-instead,
        apply-builtin,
        basestring-builtin,
        buffer-builtin,
        cmp-builtin,
        coerce-builtin,
        execfile-builtin,
        file-builtin,
        long-builtin,
        raw_input-builtin,
        reduce-builtin,
        standarderror-builtin,
        unicode-builtin,
        xrange-builtin,
        coerce-method,
        delslice-method,
        getslice-method,
        setslice-method,
        no-absolute-import,
        old-division,
        dict-iter-method,
        dict-view-method,
        next-method-called,
        metaclass-assignment,
        indexing-exception,
        raising-string,
        reload-builtin,
        oct-method,
        hex-method,
        nonzero-method,
        cmp-method,
        input-builtin,
        round-builtin,
        intern-builtin,
        unichr-builtin,
        map-builtin-not-iterating,
        zip-builtin-not-iterating,
        range-builtin-not-iterating,
        filter-builtin-not-iterating,
        using-cmp-argument,
        eq-without-hash,
        div-method,
        idiv-method,
        rdiv-method,
        exception-message-attribute,
        invalid-str-codec,
        sys-max-int,
        bad-python3-import,
        deprecated-string-function,
        deprecated-str-translate-call,
        deprecated-itertools-function,
        deprecated-types-field,
        next-method-defined,
        dict-items-not-iterating,
        dict-keys-not-iterating,
        dict-values-not-iterating,
        deprecated-operator-function,
        deprecated-urllib-function,
        xreadlines-attribute,
        deprecated-sys-function,
        exception-escape,
        comprehension-escape
 # Enable the message, report, category or checker with the given id(s). You can
 # either give multiple identifier separated by comma (,) or put this option
 # multiple time (only on the command line, not in the configuration file where
 # it should appear only once). See also the "--disable" option for examples.
 enable=c-extension-no-member
 [REPORTS]
 # Python expression which should return a score less than or equal to 10. You
 # have access to the variables 'error', 'warning', 'refactor', and 'convention'
 # which contain the number of messages in each category, as well as 'statement'
 # which is the total number of statements analyzed. This score is used by the
 # global evaluation report (RP0004).
 evaluation=10.0 - ((float(5 * error + warning + refactor + convention) / statement) * 10)
 # Template used to display messages. This is a python new-style format string
 # used to format the message information. See doc for all details.
 #msg-template=
 # Set the output format. Available formats are text, parseable, colorized, json
 # and msvs (visual studio). You can also give a reporter class, e.g.
 # mypackage.mymodule.MyReporterClass.
 output-format=text
 # Tells whether to display a full report or only the messages.
 reports=no
 # Activate the evaluation score.
 score=yes
 [REFACTORING]
 # Maximum number of nested blocks for function / method body
 max-nested-blocks=5
 # Complete name of functions that never returns. When checking for
 # inconsistent-return-statements if a never returning function is called then
 # it will be considered as an explicit return statement and no message will be
 # printed.
 never-returning-functions=sys.exit
 [SPELLING]
 # Limits count of emitted suggestions for spelling mistakes.
 max-spelling-suggestions=4
 # Spelling dictionary name. Available dictionaries: none. To make it work,
 # install the python-enchant package.
 spelling-dict=
 # List of comma separated words that should not be checked.
 spelling-ignore-words=
 # A path to a file that contains the private dictionary; one word per line.
 spelling-private-dict-file=
 # Tells whether to store unknown words to the private dictionary (see the
 # --spelling-private-dict-file option) instead of raising a message.
 spelling-store-unknown-words=no
 [TYPECHECK]
 # List of decorators that produce context managers, such as
 # contextlib.contextmanager. Add to this list to register other decorators that
 # produce valid context managers.
 contextmanager-decorators=contextlib.contextmanager
 # List of members which are set dynamically and missed by pylint inference
 # system, and so shouldn't trigger E1101 when accessed. Python regular
 # expressions are accepted.
 generated-members=
 # Tells whether missing members accessed in mixin class should be ignored. A
 # mixin class is detected if its name ends with "mixin" (case insensitive).
 ignore-mixin-members=yes
 # Tells whether to warn about missing members when the owner of the attribute
 # is inferred to be None.
 ignore-none=yes
 # This flag controls whether pylint should warn about no-member and similar
 # checks whenever an opaque object is returned when inferring. The inference
 # can return multiple potential results while evaluating a Python object, but
 # some branches might not be evaluated, which results in partial inference. In
 # that case, it might be useful to still emit no-member and other checks for
 # the rest of the inferred objects.
 ignore-on-opaque-inference=yes
 # List of class names for which member attributes should not be checked (useful
 # for classes with dynamically set attributes). This supports the use of
 # qualified names.
 ignored-classes=optparse.Values,thread._local,_thread._local
 # List of module names for which member attributes should not be checked
 # (useful for modules/projects where namespaces are manipulated during runtime
 # and thus existing member attributes cannot be deduced by static analysis). It
 # supports qualified module names, as well as Unix pattern matching.
 ignored-modules=
 # Show a hint with possible names when a member name was not found. The aspect
 # of finding the hint is based on edit distance.
 missing-member-hint=yes
 # The minimum edit distance a name should have in order to be considered a
 # similar match for a missing member name.
 missing-member-hint-distance=1
 # The total number of similar names that should be taken in consideration when
 # showing a hint for a missing member.
 missing-member-max-choices=1
 # List of decorators that change the signature of a decorated function.
 signature-mutators=
 [STRING]
 # This flag controls whether inconsistent-quotes generates a warning when the
 # character used as a quote delimiter is used inconsistently within a module.
 check-quote-consistency=no
 # This flag controls whether the implicit-str-concat should generate a warning
 # on implicit string concatenation in sequences defined over several lines.
 check-str-concat-over-line-jumps=no
 [FORMAT]
 # Expected format of line ending, e.g. empty (any line ending), LF or CRLF.
 expected-line-ending-format=
 # Regexp for a line that is allowed to be longer than the limit.
 ignore-long-lines=^\s*(# )?<?https?://\S+>?$
 # Number of spaces of indent required inside a hanging or continued line.
 indent-after-paren=4
 # String used as indentation unit. This is usually "    " (4 spaces) or "\t" (1
 # tab).
 indent-string='    '
 # Maximum number of characters on a single line.
 max-line-length=100
 # Maximum number of lines in a module.
 max-module-lines=1000
 # Allow the body of a class to be on the same line as the declaration if body
 # contains single statement.
 single-line-class-stmt=no
 # Allow the body of an if to be on the same line as the test if there is no
 # else.
 single-line-if-stmt=no
 [SIMILARITIES]
 # Ignore comments when computing similarities.
 ignore-comments=yes
 # Ignore docstrings when computing similarities.
 ignore-docstrings=yes
 # Ignore imports when computing similarities.
 ignore-imports=no
 # Minimum lines number of a similarity.
 min-similarity-lines=4
 [MISCELLANEOUS]
 # List of note tags to take in consideration, separated by a comma.
 notes=FIXME,
      XXX,
      TODO
 # Regular expression of note tags to take in consideration.
 #notes-rgx=
 [BASIC]
 # Naming style matching correct argument names.
 argument-naming-style=snake_case
 # Regular expression matching correct argument names. Overrides argument-
 # naming-style.
 #argument-rgx=
 # Naming style matching correct attribute names.
 attr-naming-style=snake_case
 # Regular expression matching correct attribute names. Overrides attr-naming-
 # style.
 #attr-rgx=
 # Bad variable names which should always be refused, separated by a comma.
 bad-names=foo,
          bar,
          baz,
          toto,
          tutu,
          tata
 # Bad variable names regexes, separated by a comma. If names match any regex,
 # they will always be refused
 bad-names-rgxs=
 # Naming style matching correct class attribute names.
 class-attribute-naming-style=any
 # Regular expression matching correct class attribute names. Overrides class-
 # attribute-naming-style.
 #class-attribute-rgx=
 # Naming style matching correct class names.
 class-naming-style=PascalCase
 # Regular expression matching correct class names. Overrides class-naming-
 # style.
 #class-rgx=
 # Naming style matching correct constant names.
 const-naming-style=UPPER_CASE
 # Regular expression matching correct constant names. Overrides const-naming-
 # style.
 #const-rgx=
 # Minimum line length for functions/classes that require docstrings, shorter
 # ones are exempt.
 docstring-min-length=-1
 # Naming style matching correct function names.
 function-naming-style=snake_case
 # Regular expression matching correct function names. Overrides function-
 # naming-style.
 #function-rgx=
 # Good variable names which should always be accepted, separated by a comma.
 good-names=i,
           j,
           k,
           ex,
           Run,
           _
 # Good variable names regexes, separated by a comma. If names match any regex,
 # they will always be accepted
 good-names-rgxs=
 # Include a hint for the correct naming format with invalid-name.
 include-naming-hint=no
 # Naming style matching correct inline iteration names.
 inlinevar-naming-style=any
 # Regular expression matching correct inline iteration names. Overrides
 # inlinevar-naming-style.
 #inlinevar-rgx=
 # Naming style matching correct method names.
 method-naming-style=snake_case
 # Regular expression matching correct method names. Overrides method-naming-
 # style.
 #method-rgx=
 # Naming style matching correct module names.
 module-naming-style=snake_case
 # Regular expression matching correct module names. Overrides module-naming-
 # style.
 #module-rgx=
 # Colon-delimited sets of names that determine each other's naming style when
 # the name regexes allow several styles.
 name-group=
 # Regular expression which should only match function or class names that do
 # not require a docstring.
 no-docstring-rgx=^_
 # List of decorators that produce properties, such as abc.abstractproperty. Add
 # to this list to register other decorators that produce valid properties.
 # These decorators are taken in consideration only for invalid-name.
 property-classes=abc.abstractproperty
 # Naming style matching correct variable names.
 variable-naming-style=snake_case
 # Regular expression matching correct variable names. Overrides variable-
 # naming-style.
 #variable-rgx=
 [VARIABLES]
 # List of additional names supposed to be defined in builtins. Remember that
 # you should avoid defining new builtins when possible.
 additional-builtins=
 # Tells whether unused global variables should be treated as a violation.
 allow-global-unused-variables=yes
 # List of strings which can identify a callback function by name. A callback
 # name must start or end with one of those strings.
 callbacks=cb_,
          _cb
 # A regular expression matching the name of dummy variables (i.e. expected to
 # not be used).
 dummy-variables-rgx=_+$|(_[a-zA-Z0-9_]*[a-zA-Z0-9]+?$)|dummy|^ignored_|^unused_
 # Argument names that match this expression will be ignored. Default to name
 # with leading underscore.
 ignored-argument-names=_.*|^ignored_|^unused_
 # Tells whether we should check for unused import in __init__ files.
 init-import=no
 # List of qualified module names which can have objects that can redefine
 # builtins.
 redefining-builtins-modules=six.moves,past.builtins,future.builtins,builtins,io
 [LOGGING]
 # The type of string formatting that logging methods do. `old` means using %
 # formatting, `new` is for `{}` formatting.
 logging-format-style=fstr
 # Logging modules to check that the string format arguments are in logging
 # function parameter format.
 logging-modules=logging
 [DESIGN]
 # Maximum number of arguments for function / method.
 max-args=5
 # Maximum number of attributes for a class (see R0902).
 max-attributes=7
 # Maximum number of boolean expressions in an if statement (see R0916).
 max-bool-expr=5
 # Maximum number of branch for function / method body.
 max-branches=12
 # Maximum number of locals for function / method body.
 max-locals=15
 # Maximum number of parents for a class (see R0901).
 max-parents=7
 # Maximum number of public methods for a class (see R0904).
 max-public-methods=20
 # Maximum number of return / yield for function / method body.
 max-returns=6
 # Maximum number of statements in function / method body.
 max-statements=50
 # Minimum number of public methods for a class (see R0903).
 min-public-methods=2
 [CLASSES]
 # List of method names used to declare (i.e. assign) instance attributes.
 defining-attr-methods=__init__,
                      __new__,
                      setUp,
                      __post_init__
 # List of member names, which should be excluded from the protected access
 # warning.
 exclude-protected=_asdict,
                  _fields,
                  _replace,
                  _source,
                  _make
 # List of valid names for the first argument in a class method.
 valid-classmethod-first-arg=cls
 # List of valid names for the first argument in a metaclass class method.
 valid-metaclass-classmethod-first-arg=cls
 [IMPORTS]
 # List of modules that can be imported at any level, not just the top level
 # one.
 allow-any-import-level=
 # Allow wildcard imports from modules that define __all__.
 allow-wildcard-with-all=no
 # Analyse import fallback blocks. This can be used to support both Python 2 and
 # 3 compatible code, which means that the block might have code that exists
 # only in one or another interpreter, leading to false positives when analysed.
 analyse-fallback-blocks=no
 # Deprecated modules which should not be used, separated by a comma.
 deprecated-modules=optparse,tkinter.tix
 # Create a graph of external dependencies in the given file (report RP0402 must
 # not be disabled).
 ext-import-graph=
 # Create a graph of every (i.e. internal and external) dependencies in the
 # given file (report RP0402 must not be disabled).
 import-graph=
 # Create a graph of internal dependencies in the given file (report RP0402 must
 # not be disabled).
 int-import-graph=
 # Force import order to recognize a module as part of the standard
 # compatibility libraries.
 known-standard-library=
 # Force import order to recognize a module as part of a third party library.
 known-third-party=enchant
 # Couples of modules and preferred modules, separated by a comma.
 preferred-modules=
 [EXCEPTIONS]
 # Exceptions that will emit a warning when being caught. Defaults to
 # "BaseException, Exception".
 overgeneral-exceptions=BaseException,
                       Exception
--- a/.vscode/launch.json
+++ b/.vscode/launch.json
@@ -0,0 +1,12 @@
 {
  "version": "0.2.0",
  "configurations": [
    {
      "name": "Python: Launch Frigate",
      "type": "python",
      "request": "launch",
      "module": "frigate",
      "justMyCode": true
    }
  ]
 }
--- a/4
+++ b/4
@@ -0,0 +1,4 @@
 # Community-supported boards
 /docker/tensorrt/ @madsciencetist @NateMeyer
 /docker/tensorrt/*arm64* @madsciencetist
 /docker/tensorrt/*jetson* @madsciencetist
--- a/60
+++ b/60
@@ -1,60 +0,0 @@
 FROM ubuntu:18.04
 LABEL maintainer "blakeb@blakeshome.com"
 ENV DEBIAN_FRONTEND=noninteractive
 # Install packages for apt repo
 RUN apt -qq update && apt -qq install --no-install-recommends -y \
    software-properties-common \
    # apt-transport-https ca-certificates \
    build-essential \
    gnupg wget unzip \
    # libcap-dev \
    && add-apt-repository ppa:deadsnakes/ppa -y \
    && apt -qq install --no-install-recommends -y \
        python3.7 \
        python3.7-dev \
        python3-pip \
        ffmpeg \
        # VAAPI drivers for Intel hardware accel
        libva-drm2 libva2 i965-va-driver vainfo \
    && python3.7 -m pip install -U wheel setuptools \
    && python3.7 -m pip install -U \
        opencv-python-headless \
        # python-prctl \
        numpy \
        imutils \
        scipy \
    && python3.7 -m pip install -U \
        SharedArray \
        Flask \
        paho-mqtt \
        PyYAML \
        matplotlib \
        pyarrow \
    && echo "deb https://packages.cloud.google.com/apt coral-edgetpu-stable main" > /etc/apt/sources.list.d/coral-edgetpu.list \
    && wget -q -O - https://packages.cloud.google.com/apt/doc/apt-key.gpg | apt-key add - \
    && apt -qq update \
    && echo "libedgetpu1-max libedgetpu/accepted-eula boolean true" | debconf-set-selections \
    && apt -qq install --no-install-recommends -y \
        libedgetpu1-max \
    ## Tensorflow lite (python 3.7 only)
    && wget -q https://dl.google.com/coral/python/tflite_runtime-2.1.0-cp37-cp37m-linux_x86_64.whl \
    && python3.7 -m pip install tflite_runtime-2.1.0-cp37-cp37m-linux_x86_64.whl \
    && rm tflite_runtime-2.1.0-cp37-cp37m-linux_x86_64.whl \
    && rm -rf /var/lib/apt/lists/* \
    && (apt-get autoremove -y; apt-get autoclean -y)
 # get model and labels
 RUN wget -q https://github.com/google-coral/edgetpu/raw/master/test_data/mobilenet_ssd_v2_coco_quant_postprocess_edgetpu.tflite -O /edgetpu_model.tflite --trust-server-names
 RUN wget -q https://dl.google.com/coral/canned_models/coco_labels.txt -O /labelmap.txt --trust-server-names
 RUN wget -q https://storage.googleapis.com/download.tensorflow.org/models/tflite/coco_ssd_mobilenet_v1_1.0_quant_2018_06_29.zip -O /cpu_model.zip && \
    unzip /cpu_model.zip detect.tflite -d / && \
    mv /detect.tflite /cpu_model.tflite && \
    rm /cpu_model.zip
 WORKDIR /opt/frigate/
 ADD frigate frigate/
 COPY detect_objects.py .
 COPY benchmark.py .
 CMD ["python3.7", "-u", "detect_objects.py"]
--- a/682
+++ b/682
@@ -1,661 +1,21 @@
-                    GNU AFFERO GENERAL PUBLIC LICENSE
+The MIT License
-                       Version 3, 19 November 2007
+
-
+Copyright (c) 2020 Blake Blackshear
- Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/>
+
- Everyone is permitted to copy and distribute verbatim copies
+Permission is hereby granted, free of charge, to any person obtaining a copy
- of this license document, but changing it is not allowed.
+of this software and associated documentation files (the "Software"), to deal
-
+in the Software without restriction, including without limitation the rights
-                            Preamble
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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+copies of the Software, and to permit persons to whom the Software is
-  The GNU Affero General Public License is a free, copyleft license for
+furnished to do so, subject to the following conditions:
-software and other kinds of works, specifically designed to ensure
+
-cooperation with the community in the case of network server software.
+The above copyright notice and this permission notice shall be included in all
-
+copies or substantial portions of the Software.
-  The licenses for most software and other practical works are designed
+
-to take away your freedom to share and change the works.  By contrast,
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-our General Public Licenses are intended to guarantee your freedom to
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-share and change all versions of a program--to make sure it remains free
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-software for all its users.
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-  When we speak of free software, we are referring to freedom, not
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-price.  Our General Public Licenses are designed to make sure that you
+SOFTWARE.
 have the freedom to distribute copies of free software (and charge for
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  Developers that use our General Public Licenses protect your rights
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  A secondary benefit of defending all users' freedom is that
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 Also add information on how to contact you by electronic and paper mail.
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--- a/42
+++ b/42
@@ -0,0 +1,42 @@
 default_target: local
 COMMIT_HASH := $(shell git log -1 --pretty=format:"%h"|tail -1)
 VERSION = 0.13.0
 IMAGE_REPO ?= ghcr.io/blakeblackshear/frigate
 GITHUB_REF_NAME ?= $(shell git rev-parse --abbrev-ref HEAD)
 CURRENT_UID := $(shell id -u)
 CURRENT_GID := $(shell id -g)
 BOARDS= #Initialized empty
 include docker/*/*.mk
 build-boards: $(BOARDS:%=build-%)
 push-boards: $(BOARDS:%=push-%)
 version:
 	echo 'VERSION = "$(VERSION)-$(COMMIT_HASH)"' > frigate/version.py
 local: version
 	docker buildx build --target=frigate --tag frigate:latest --load --file docker/main/Dockerfile .
 amd64:
 	docker buildx build --platform linux/amd64 --target=frigate --tag $(IMAGE_REPO):$(VERSION)-$(COMMIT_HASH) --file docker/main/Dockerfile .
 arm64:
 	docker buildx build --platform linux/arm64 --target=frigate --tag $(IMAGE_REPO):$(VERSION)-$(COMMIT_HASH) --file docker/main/Dockerfile .
 build: version amd64 arm64
 	docker buildx build --platform linux/arm64/v8,linux/amd64 --target=frigate --tag $(IMAGE_REPO):$(VERSION)-$(COMMIT_HASH) --file docker/main/Dockerfile .
 push: push-boards
 	docker buildx build --push --platform linux/arm64/v8,linux/amd64 --target=frigate --tag $(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH) --file docker/main/Dockerfile .
 run: local
 	docker run --rm --publish=5000:5000 --volume=${PWD}/config:/config frigate:latest
 run_tests: local
 	docker run --rm --workdir=/opt/frigate --entrypoint= frigate:latest python3 -u -m unittest
 	docker run --rm --workdir=/opt/frigate --entrypoint= frigate:latest python3 -u -m mypy --config-file frigate/mypy.ini frigate
 .PHONY: run_tests
--- a/README.md
+++ b/README.md
@@ -1,127 +1,46 @@
-# Frigate - Realtime Object Detection for IP Cameras
+<p align="center">
-Uses OpenCV and Tensorflow to perform realtime object detection locally for IP cameras. Designed for integration with HomeAssistant or others via MQTT.
+  <img align="center" alt="logo" src="docs/static/img/frigate.png">
 </p>
-Use of a [Google Coral USB Accelerator](https://coral.withgoogle.com/products/accelerator/) is optional, but highly recommended. On my Intel i7 processor, I can process 2-3 FPS with the CPU. The Coral can process 100+ FPS with very low CPU load.
+# Frigate - NVR With Realtime Object Detection for IP Cameras
 A complete and local NVR designed for [Home Assistant](https://www.home-assistant.io) with AI object detection. Uses OpenCV and Tensorflow to perform realtime object detection locally for IP cameras.
 Use of a [Google Coral Accelerator](https://coral.ai/products/) is optional, but highly recommended. The Coral will outperform even the best CPUs and can process 100+ FPS with very little overhead.
 - Tight integration with Home Assistant via a [custom component](https://github.com/blakeblackshear/frigate-hass-integration)
 - Designed to minimize resource use and maximize performance by only looking for objects when and where it is necessary
 - Leverages multiprocessing heavily with an emphasis on realtime over processing every frame
 - Uses a very low overhead motion detection to determine where to run object detection
- Object detection with Tensorflow runs in a separate process
+- Object detection with TensorFlow runs in separate processes for maximum FPS
- Object info is published over MQTT for integration into HomeAssistant as a binary sensor
+- Communicates over MQTT for easy integration into other systems
- An endpoint is available to view an MJPEG stream for debugging, but should not be used continuously
+- Records video with retention settings based on detected objects
 - 24/7 recording
 - Re-streaming via RTSP to reduce the number of connections to your camera
 - WebRTC & MSE support for low-latency live view
-![Diagram](diagram.png)
+## Documentation
-## Example video (from older version)
+View the documentation at https://docs.frigate.video
 You see multiple bounding boxes because it draws bounding boxes from all frames in the past 1 second where a person was detected. Not all of the bounding boxes were from the current frame.
 [![](http://img.youtube.com/vi/nqHbCtyo4dY/0.jpg)](http://www.youtube.com/watch?v=nqHbCtyo4dY "Frigate")
-## Getting Started
+## Donations
 Run the container with
 ```bash
 docker run --rm \
 --privileged \
 --shm-size=512m \ # should work for a 2-3 cameras
 -v /dev/bus/usb:/dev/bus/usb \
 -v <path_to_config_dir>:/config:ro \
 -v /etc/localtime:/etc/localtime:ro \
 -p 5000:5000 \
 -e FRIGATE_RTSP_PASSWORD='password' \
 blakeblackshear/frigate:stable
 ```
-Example docker-compose:
+If you would like to make a donation to support development, please use [Github Sponsors](https://github.com/sponsors/blakeblackshear).
 ```yaml
  frigate:
    container_name: frigate
    restart: unless-stopped
    privileged: true
    shm_size: '1g' # should work for 5-7 cameras
    image: blakeblackshear/frigate:stable
    volumes:
      - /dev/bus/usb:/dev/bus/usb
      - /etc/localtime:/etc/localtime:ro
      - <path_to_config>:/config
    ports:
      - "5000:5000"
    environment:
      FRIGATE_RTSP_PASSWORD: "password"
 ```
-A `config.yml` file must exist in the `config` directory. See example [here](config/config.example.yml) and device specific info can be found [here](docs/DEVICES.md).
+## Screenshots
-Access the mjpeg stream at `http://localhost:5000/<camera_name>` and the best snapshot for any object type with at `http://localhost:5000/<camera_name>/<object_name>/best.jpg`
+Integration into Home Assistant
-Debug info is available at `http://localhost:5000/debug/stats`
+<div>
 <a href="docs/static/img/media_browser.png"><img src="docs/static/img/media_browser.png" height=400></a>
 <a href="docs/static/img/notification.png"><img src="docs/static/img/notification.png" height=400></a>
 </div>
-## Integration with HomeAssistant
+Also comes with a builtin UI:
 ```
 camera:
  - name: Camera Last Person
    platform: mqtt
    topic: frigate/<camera_name>/person/snapshot
  - name: Camera Last Car
    platform: mqtt
    topic: frigate/<camera_name>/car/snapshot
-binary_sensor:
+<div>
-  - name: Camera Person
+<a href="docs/static/img/home-ui.png"><img src="docs/static/img/home-ui.png" height=400></a>
-    platform: mqtt
+<a href="docs/static/img/camera-ui.png"><img src="docs/static/img/camera-ui.png" height=400></a>
-    state_topic: "frigate/<camera_name>/person"
+</div>
    device_class: motion
    availability_topic: "frigate/available"
-automation:
+![Events](docs/static/img/events-ui.png)
  - alias: Alert me if a person is detected while armed away
    trigger: 
      platform: state
      entity_id: binary_sensor.camera_person
      from: 'off'
      to: 'on'
    condition:
      - condition: state
        entity_id: alarm_control_panel.home_alarm
        state: armed_away
    action:
      - service: notify.user_telegram
        data:
          message: "A person was detected."
          data:
            photo:
              - url: http://<ip>:5000/<camera_name>/person/best.jpg
                caption: A person was detected.
 sensor:
  - platform: rest
    name: Frigate Debug
    resource: http://localhost:5000/debug/stats
    scan_interval: 5
    json_attributes:
      - back
      - coral
    value_template: 'OK'  
  - platform: template
    sensors:
      back_fps: 
        value_template: '{{ states.sensor.frigate_debug.attributes["back"]["fps"] }}'
        unit_of_measurement: 'FPS'
      back_skipped_fps: 
        value_template: '{{ states.sensor.frigate_debug.attributes["back"]["skipped_fps"] }}'
        unit_of_measurement: 'FPS'
      back_detection_fps: 
        value_template: '{{ states.sensor.frigate_debug.attributes["back"]["detection_fps"] }}'
        unit_of_measurement: 'FPS'
      frigate_coral_fps: 
        value_template: '{{ states.sensor.frigate_debug.attributes["coral"]["fps"] }}'
        unit_of_measurement: 'FPS'
      frigate_coral_inference:
        value_template: '{{ states.sensor.frigate_debug.attributes["coral"]["inference_speed"] }}' 
        unit_of_measurement: 'ms'
 ```
 ## Using a custom model
 Models for both CPU and EdgeTPU (Coral) are bundled in the image. You can use your own models with volume mounts:
 - CPU Model: `/cpu_model.tflite`
 - EdgeTPU Model: `/edgetpu_model.tflite`
 - Labels: `/labelmap.txt`
 ## Tips
 - Lower the framerate of the video feed on the camera to reduce the CPU usage for capturing the feed
--- a/audio-labelmap.txt
+++ b/audio-labelmap.txt
@@ -0,0 +1,521 @@
 speech
 speech
 speech
 speech
 babbling
 speech
 yell
 bellow
 whoop
 yell
 yell
 yell
 whispering
 laughter
 laughter
 laughter
 snicker
 laughter
 laughter
 crying
 crying
 crying
 yell
 sigh
 singing
 choir
 sodeling
 chant
 mantra
 child_singing
 synthetic_singing
 rapping
 humming
 groan
 grunt
 whistling
 breathing
 wheeze
 snoring
 gasp
 pant
 snort
 cough
 throat_clearing
 sneeze
 sniff
 run
 shuffle
 footsteps
 chewing
 biting
 gargling
 stomach_rumble
 burping
 hiccup
 fart
 hands
 finger_snapping
 clapping
 heartbeat
 heart_murmur
 cheering
 applause
 chatter
 crowd
 speech
 children_playing
 animal
 pets
 dog
 bark
 yip
 howl
 bow-wow
 growling
 whimper_dog
 cat
 purr
 meow
 hiss
 caterwaul
 livestock
 horse
 clip-clop
 neigh
 cattle
 moo
 cowbell
 pig
 oink
 goat
 bleat
 sheep
 fowl
 chicken
 cluck
 cock-a-doodle-doo
 turkey
 gobble
 duck
 quack
 goose
 honk
 wild_animals
 roaring_cats
 roar
 bird
 chird
 chirp
 squawk
 pigeon
 coo
 crow
 caw
 owl
 hoot
 flapping_wings
 dogs
 rats
 mouse
 patter
 insect
 cricket
 mosquito
 fly
 buzz
 buzz
 frog
 croak
 snake
 rattle
 whale_vocalization
 music
 musical_instrument
 plucked_string_instrument
 guitar
 electric_guitar
 bass_guitar
 acoustic_guitar
 steel_guitar
 tapping
 strum
 banjo
 sitar
 mandolin
 zither
 ukulele
 keyboard
 piano
 electric_piano
 organ
 electronic_organ
 hammond_organ
 synthesizer
 sampler
 harpsichord
 percussion
 drum_kit
 drum_machine
 drum
 snare_drum
 rimshot
 drum_roll
 bass_drum
 timpani
 tabla
 cymbal
 hi-hat
 wood_block
 tambourine
 rattle
 maraca
 gong
 tubular_bells
 mallet_percussion
 marimba
 glockenspiel
 vibraphone
 steelpan
 orchestra
 brass_instrument
 french_horn
 trumpet
 trombone
 bowed_string_instrument
 string_section
 violin
 pizzicato
 cello
 double_bass
 wind_instrument
 flute
 saxophone
 clarinet
 harp
 bell
 church_bell
 jingle_bell
 bicycle_bell
 tuning_fork
 chime
 wind_chime
 change_ringing
 harmonica
 accordion
 bagpipes
 didgeridoo
 shofar
 theremin
 singing_bowl
 scratching
 pop_music
 hip_hop_music
 beatboxing
 rock_music
 heavy_metal
 punk_rock
 grunge
 progressive_rock
 rock_and_roll
 psychedelic_rock
 rhythm_and_blues
 soul_music
 reggae
 country
 swing_music
 bluegrass
 funk
 folk_music
 middle_eastern_music
 jazz
 disco
 classical_music
 opera
 electronic_music
 house_music
 techno
 dubstep
 drum_and_bass
 electronica
 electronic_dance_music
 ambient_music
 trance_music
 music_of_latin_america
 salsa_music
 flamenco
 blues
 music_for_children
 new-age_music
 vocal_music
 a_capella
 music_of_africa
 afrobeat
 christian_music
 gospel_music
 music_of_asia
 carnatic_music
 music_of_bollywood
 ska
 traditional_music
 independent_music
 song
 background_music
 theme_music
 jingle
 soundtrack_music
 lullaby
 video_game_music
 christmas_music
 dance_music
 wedding_music
 happy_music
 sad_music
 tender_music
 exciting_music
 angry_music
 scary_music
 wind
 rustling_leaves
 wind_noise
 thunderstorm
 thunder
 water
 rain
 raindrop
 rain_on_surface
 stream
 waterfall
 ocean
 waves
 steam
 gurgling
 fire
 crackle
 vehicle
 boat
 sailboat
 rowboat
 motorboat
 ship
 motor_vehicle
 car
 honk
 toot
 car_alarm
 power_windows
 skidding
 tire_squeal
 car_passing_by
 race_car
 truck
 air_brake
 air_horn
 reversing_beeps
 ice_cream_truck
 bus
 emergency_vehicle
 police_car
 ambulance
 fire_engine
 motorcycle
 traffic_noise
 rail_transport
 train
 train_whistle
 train_horn
 railroad_car
 train_wheels_squealing
 subway
 aircraft
 aircraft_engine
 jet_engine
 propeller
 helicopter
 fixed-wing_aircraft
 bicycle
 skateboard
 engine
 light_engine
 dental_drill's_drill
 lawn_mower
 chainsaw
 medium_engine
 heavy_engine
 engine_knocking
 engine_starting
 idling
 accelerating
 door
 doorbell
 ding-dong
 sliding_door
 slam
 knock
 tap
 squeak
 cupboard_open_or_close
 drawer_open_or_close
 dishes
 cutlery
 chopping
 frying
 microwave_oven
 blender
 water_tap
 sink
 bathtub
 hair_dryer
 toilet_flush
 toothbrush
 electric_toothbrush
 vacuum_cleaner
 zipper
 keys_jangling
 coin
 scissors
 electric_shaver
 shuffling_cards
 typing
 typewriter
 computer_keyboard
 writing
 alarm
 telephone
 telephone_bell_ringing
 ringtone
 telephone_dialing
 dial_tone
 busy_signal
 alarm_clock
 siren
 civil_defense_siren
 buzzer
 smoke_detector
 fire_alarm
 foghorn
 whistle
 steam_whistle
 mechanisms
 ratchet
 clock
 tick
 tick-tock
 gears
 pulleys
 sewing_machine
 mechanical_fan
 air_conditioning
 cash_register
 printer
 camera
 single-lens_reflex_camera
 tools
 hammer
 jackhammer
 sawing
 filing
 sanding
 power_tool
 drill
 explosion
 gunshot
 machine_gun
 fusillade
 artillery_fire
 cap_gun
 fireworks
 firecracker
 burst
 eruption
 boom
 wood
 chop
 splinter
 crack
 glass
 chink
 shatter
 liquid
 splash
 slosh
 squish
 drip
 pour
 trickle
 gush
 fill
 spray
 pump
 stir
 boiling
 sonar
 arrow
 whoosh
 thump
 thunk
 electronic_tuner
 effects_unit
 chorus_effect
 basketball_bounce
 bang
 slap
 whack
 smash
 breaking
 bouncing
 whip
 flap
 scratch
 scrape
 rub
 roll
 crushing
 crumpling
 tearing
 beep
 ping
 ding
 clang
 squeal
 creak
 rustle
 whir
 clatter
 sizzle
 clicking
 clickety-clack
 rumble
 plop
 jingle
 hum
 zing
 boing
 crunch
 silence
 sine_wave
 harmonic
 chirp_tone
 sound_effect
 pulse
 inside
 inside
 inside
 outside
 outside
 reverberation
 echo
 noise
 environmental_noise
 static
 mains_hum
 distortion
 sidetone
 cacophony
 white_noise
 pink_noise
 throbbing
 vibration
 television
 radio
 field_recording
--- a/benchmark.py
+++ b/benchmark.py
@@ -1,17 +1,23 @@
 import os
 from statistics import mean
 import multiprocessing as mp
 import numpy as np
 import datetime
-from frigate.edgetpu import ObjectDetector, EdgeTPUProcess, RemoteObjectDetector, load_labels
+import multiprocessing as mp
 from statistics import mean
-my_frame = np.expand_dims(np.full((300,300,3), 1, np.uint8), axis=0)
+import numpy as np
-labels = load_labels('/labelmap.txt')
+
 from frigate.config import DetectorTypeEnum
 from frigate.object_detection import (
    ObjectDetectProcess,
    RemoteObjectDetector,
    load_labels,
 )
 my_frame = np.expand_dims(np.full((300, 300, 3), 1, np.uint8), axis=0)
 labels = load_labels("/labelmap.txt")
 ######
 # Minimal same process runner
 ######
-# object_detector = ObjectDetector()
+# object_detector = LocalObjectDetector()
 # tensor_input = np.expand_dims(np.full((300,300,3), 0, np.uint8), axis=0)
 # start = datetime.datetime.now().timestamp()
@@ -37,43 +43,66 @@ labels = load_labels('/labelmap.txt')
 # print(f"Processed for {duration:.2f} seconds.")
 # print(f"Average frame processing time: {mean(frame_times)*1000:.2f}ms")
 def start(id, num_detections, detection_queue, event):
    object_detector = RemoteObjectDetector(
        str(id), "/labelmap.txt", detection_queue, event
    )
    start = datetime.datetime.now().timestamp()
    frame_times = []
    for x in range(0, num_detections):
        start_frame = datetime.datetime.now().timestamp()
        object_detector.detect(my_frame)
        frame_times.append(datetime.datetime.now().timestamp() - start_frame)
    duration = datetime.datetime.now().timestamp() - start
    object_detector.cleanup()
    print(f"{id} - Processed for {duration:.2f} seconds.")
    print(f"{id} - FPS: {object_detector.fps.eps():.2f}")
    print(f"{id} - Average frame processing time: {mean(frame_times)*1000:.2f}ms")
 ######
 # Separate process runner
 ######
-def start(id, num_detections, detection_queue):
+# event = mp.Event()
-  object_detector = RemoteObjectDetector(str(id), '/labelmap.txt', detection_queue)
+# detection_queue = mp.Queue()
-  start = datetime.datetime.now().timestamp()
+# edgetpu_process = EdgeTPUProcess(detection_queue, {'1': event}, 'usb:0')
-  frame_times = []
+# start(1, 1000, edgetpu_process.detection_queue, event)
-  for x in range(0, num_detections):
+# print(f"Average raw inference speed: {edgetpu_process.avg_inference_speed.value*1000:.2f}ms")
    start_frame = datetime.datetime.now().timestamp()
    detections = object_detector.detect(my_frame)
    frame_times.append(datetime.datetime.now().timestamp()-start_frame)
  duration = datetime.datetime.now().timestamp()-start
  print(f"{id} - Processed for {duration:.2f} seconds.")
  print(f"{id} - Average frame processing time: {mean(frame_times)*1000:.2f}ms")
 edgetpu_process = EdgeTPUProcess()
 # start(1, 1000, edgetpu_process.detect_lock, edgetpu_process.detect_ready, edgetpu_process.frame_ready)
 ####
 # Multiple camera processes
 ####
 camera_processes = []
 events = {}
 for x in range(0, 10):
-  camera_process = mp.Process(target=start, args=(x, 100, edgetpu_process.detection_queue))
+    events[str(x)] = mp.Event()
-  camera_process.daemon = True
+detection_queue = mp.Queue()
-  camera_processes.append(camera_process)
+edgetpu_process_1 = ObjectDetectProcess(
    detection_queue, events, DetectorTypeEnum.edgetpu, "usb:0"
 )
 edgetpu_process_2 = ObjectDetectProcess(
    detection_queue, events, DetectorTypeEnum.edgetpu, "usb:1"
 )
-start = datetime.datetime.now().timestamp()
+for x in range(0, 10):
    camera_process = mp.Process(
        target=start, args=(x, 300, detection_queue, events[str(x)])
    )
    camera_process.daemon = True
    camera_processes.append(camera_process)
 start_time = datetime.datetime.now().timestamp()
 for p in camera_processes:
-  p.start()
+    p.start()
 for p in camera_processes:
-  p.join()
+    p.join()
-duration = datetime.datetime.now().timestamp()-start
+duration = datetime.datetime.now().timestamp() - start_time
-print(f"Total - Processed for {duration:.2f} seconds.")
+print(f"Total - Processed for {duration:.2f} seconds.")
--- a/benchmark_motion.py
+++ b/benchmark_motion.py
@@ -0,0 +1,118 @@
 import datetime
 import multiprocessing as mp
 import os
 import cv2
 import numpy as np
 from frigate.config import MotionConfig
 from frigate.motion.improved_motion import ImprovedMotionDetector
 from frigate.util import create_mask
 # get info on the video
 # cap = cv2.VideoCapture("debug/front_cam_2023_05_23_08_41__2023_05_23_08_43.mp4")
 # cap = cv2.VideoCapture("debug/motion_test_clips/rain_1.mp4")
 cap = cv2.VideoCapture("debug/motion_test_clips/lawn_mower_night_1.mp4")
 # cap = cv2.VideoCapture("airport.mp4")
 width = int(cap.get(cv2.CAP_PROP_FRAME_WIDTH))
 height = int(cap.get(cv2.CAP_PROP_FRAME_HEIGHT))
 fps = cap.get(cv2.CAP_PROP_FPS)
 frame_shape = (height, width, 3)
 # Nick back:
 # "1280,0,1280,316,1170,216,1146,126,1016,127,979,82,839,0",
 # "310,350,300,402,224,405,241,354",
 # "378,0,375,26,0,23,0,0",
 # Front door:
 # "1080,0,1080,339,1010,280,1020,169,777,163,452,170,318,299,191,365,186,417,139,470,108,516,40,530,0,514,0,0",
 # "336,833,438,1024,346,1093,103,1052,24,814",
 # Back
 # "1855,0,1851,100,1289,96,1105,161,1045,119,890,121,890,0",
 # "505,95,506,138,388,153,384,114",
 # "689,72,689,122,549,134,547,89",
 # "261,134,264,176,169,195,167,158",
 # "145,159,146,202,70,220,65,183",
 mask = create_mask(
    (height, width),
    [
        "1080,0,1080,339,1010,280,1020,169,777,163,452,170,318,299,191,365,186,417,139,470,108,516,40,530,0,514,0,0",
        "336,833,438,1024,346,1093,103,1052,24,814",
    ],
 )
 # create the motion config
 motion_config_1 = MotionConfig()
 motion_config_1.mask = np.zeros((height, width), np.uint8)
 motion_config_1.mask[:] = mask
 # motion_config_1.improve_contrast = 1
 motion_config_1.frame_height = 150
 # motion_config_1.frame_alpha = 0.02
 # motion_config_1.threshold = 30
 # motion_config_1.contour_area = 10
 motion_config_2 = MotionConfig()
 motion_config_2.mask = np.zeros((height, width), np.uint8)
 motion_config_2.mask[:] = mask
 # motion_config_2.improve_contrast = 1
 motion_config_2.frame_height = 150
 # motion_config_2.frame_alpha = 0.01
 motion_config_2.threshold = 20
 # motion_config.contour_area = 10
 save_images = True
 improved_motion_detector_1 = ImprovedMotionDetector(
    frame_shape=frame_shape,
    config=motion_config_1,
    fps=fps,
    improve_contrast=mp.Value("i", motion_config_1.improve_contrast),
    threshold=mp.Value("i", motion_config_1.threshold),
    contour_area=mp.Value("i", motion_config_1.contour_area),
    name="default",
 )
 improved_motion_detector_1.save_images = save_images
 improved_motion_detector_2 = ImprovedMotionDetector(
    frame_shape=frame_shape,
    config=motion_config_2,
    fps=fps,
    improve_contrast=mp.Value("i", motion_config_2.improve_contrast),
    threshold=mp.Value("i", motion_config_2.threshold),
    contour_area=mp.Value("i", motion_config_2.contour_area),
    name="compare",
 )
 improved_motion_detector_2.save_images = save_images
 # read and process frames
 ret, frame = cap.read()
 frame_counter = 1
 while ret:
    yuv_frame = cv2.cvtColor(frame, cv2.COLOR_BGR2YUV_I420)
    start_frame = datetime.datetime.now().timestamp()
    improved_motion_detector_1.detect(yuv_frame)
    start_frame = datetime.datetime.now().timestamp()
    improved_motion_detector_2.detect(yuv_frame)
    default_frame = f"debug/frames/default-{frame_counter}.jpg"
    compare_frame = f"debug/frames/compare-{frame_counter}.jpg"
    if os.path.exists(default_frame) and os.path.exists(compare_frame):
        images = [
            cv2.imread(default_frame),
            cv2.imread(compare_frame),
        ]
        cv2.imwrite(
            f"debug/frames/all-{frame_counter}.jpg",
            cv2.vconcat(images)
            if frame_shape[0] > frame_shape[1]
            else cv2.hconcat(images),
        )
        os.unlink(default_frame)
        os.unlink(compare_frame)
    frame_counter += 1
    ret, frame = cap.read()
 cap.release()
--- a/config/back-mask.bmp
+++ b/config/back-mask.bmp
--- a/config/config.example.yml
+++ b/config/config.example.yml
@@ -1,136 +0,0 @@
 web_port: 5000
 mqtt:
  host: mqtt.server.com
  topic_prefix: frigate
  # client_id: frigate # Optional -- set to override default client id of 'frigate' if running multiple instances
  # user: username # Optional
  #################
  ## Environment variables that begin with 'FRIGATE_' may be referenced in {}.
  ##   password: '{FRIGATE_MQTT_PASSWORD}'
  #################
  # password: password # Optional
 #################
 # Default ffmpeg args. Optional and can be overwritten per camera.
 # Should work with most RTSP cameras that send h264 video
 # Built from the properties below with:
 # "ffmpeg" + global_args + input_args + "-i" + input + output_args
 #################
 # ffmpeg:
 #   global_args:
 #     - -hide_banner
 #     - -loglevel
 #     - panic
 #   hwaccel_args: []
 #   input_args:
 #     - -avoid_negative_ts
 #     - make_zero
 #     - -fflags
 #     - nobuffer
 #     - -flags
 #     - low_delay
 #     - -strict
 #     - experimental
 #     - -fflags
 #     - +genpts+discardcorrupt
 #     - -vsync
 #     - drop
 #     - -rtsp_transport
 #     - tcp
 #     - -stimeout
 #     - '5000000'
 #     - -use_wallclock_as_timestamps
 #     - '1'
 #   output_args:
 #     - -f
 #     - rawvideo
 #     - -pix_fmt
 #     - rgb24
 ####################
 # Global object configuration. Applies to all cameras
 # unless overridden at the camera levels.
 # Keys must be valid labels. By default, the model uses coco (https://dl.google.com/coral/canned_models/coco_labels.txt).
 # All labels from the model are reported over MQTT. These values are used to filter out false positives.
 # min_area (optional): minimum width*height of the bounding box for the detected person
 # max_area (optional): maximum width*height of the bounding box for the detected person
 # threshold (optional): The minimum decimal percentage (50% hit = 0.5) for the confidence from tensorflow
 ####################
 objects:
  track:
    - person
    - car
    - truck
  filters:
    person:
      min_area: 5000
      max_area: 100000
      threshold: 0.5
 cameras:
  back:
    ffmpeg:
      ################
      # Source passed to ffmpeg after the -i parameter. Supports anything compatible with OpenCV and FFmpeg.
      # Environment variables that begin with 'FRIGATE_' may be referenced in {}
      ################
      input: rtsp://viewer:{FRIGATE_RTSP_PASSWORD}@10.0.10.10:554/cam/realmonitor?channel=1&subtype=2
      #################
      # These values will override default values for just this camera
      #################
      # global_args: []
      # hwaccel_args: []
      # input_args: []
      # output_args: []
    ################
    ## Optionally specify the resolution of the video feed. Frigate will try to auto detect if not specified
    ################
    # height: 1280
    # width: 720
    ################
    ## Optional mask. Must be the same aspect ratio as your video feed.
    ## 
    ## The mask works by looking at the bottom center of the bounding box for the detected
    ## person in the image. If that pixel in the mask is a black pixel, it ignores it as a
    ## false positive. In my mask, the grass and driveway visible from my backdoor camera 
    ## are white. The garage doors, sky, and trees (anywhere it would be impossible for a 
    ## person to stand) are black.
    ## 
    ## Masked areas are also ignored for motion detection.
    ################
    # mask: back-mask.bmp
    ################
    # Allows you to limit the framerate within frigate for cameras that do not support
    # custom framerates. A value of 1 tells frigate to look at every frame, 2 every 2nd frame, 
    # 3 every 3rd frame, etc.
    ################
    take_frame: 1
    ################
    # The expected framerate for the camera. Frigate will try and ensure it maintains this framerate
    # by dropping frames as necessary. Setting this lower than the actual framerate will allow frigate
    # to process every frame at the expense of realtime processing.
    ################
    fps: 5
    ################
    # Configuration for the snapshots in the debug view and mqtt
    ################
    snapshots:
      show_timestamp: True
    ################
    # Camera level object config. This config is merged with the global config above.
    ################
    objects:
      track:
        - person
      filters:
        person:
          min_area: 5000
          max_area: 100000
          threshold: 0.5
--- a/config/config.yml.example
+++ b/config/config.yml.example
@@ -0,0 +1,16 @@
 mqtt:
  host: mqtt
 cameras:
  test:
    ffmpeg:
      inputs:
        - path: /media/frigate/car-stopping.mp4
          input_args: -re -stream_loop -1 -fflags +genpts
          roles:
            - detect
            - rtmp
    detect:
      height: 1080
      width: 1920
      fps: 5
--- a/detect_objects.py
+++ b/detect_objects.py
@@ -1,247 +0,0 @@
 import os
 import cv2
 import time
 import datetime
 import queue
 import yaml
 import threading
 import multiprocessing as mp
 import subprocess as sp
 import numpy as np
 import logging
 from flask import Flask, Response, make_response, jsonify
 import paho.mqtt.client as mqtt
 from frigate.video import track_camera
 from frigate.object_processing import TrackedObjectProcessor
 from frigate.util import EventsPerSecond
 from frigate.edgetpu import EdgeTPUProcess
 FRIGATE_VARS = {k: v for k, v in os.environ.items() if k.startswith('FRIGATE_')}
 with open('/config/config.yml') as f:
    CONFIG = yaml.safe_load(f)
 MQTT_HOST = CONFIG['mqtt']['host']
 MQTT_PORT = CONFIG.get('mqtt', {}).get('port', 1883)
 MQTT_TOPIC_PREFIX = CONFIG.get('mqtt', {}).get('topic_prefix', 'frigate')
 MQTT_USER = CONFIG.get('mqtt', {}).get('user')
 MQTT_PASS = CONFIG.get('mqtt', {}).get('password')
 if not MQTT_PASS is None:
    MQTT_PASS = MQTT_PASS.format(**FRIGATE_VARS)
 MQTT_CLIENT_ID = CONFIG.get('mqtt', {}).get('client_id', 'frigate')
 # Set the default FFmpeg config
 FFMPEG_CONFIG = CONFIG.get('ffmpeg', {})
 FFMPEG_DEFAULT_CONFIG = {
    'global_args': FFMPEG_CONFIG.get('global_args', 
        ['-hide_banner','-loglevel','panic']),
    'hwaccel_args': FFMPEG_CONFIG.get('hwaccel_args',
        []),
    'input_args': FFMPEG_CONFIG.get('input_args',
        ['-avoid_negative_ts', 'make_zero',
         '-fflags', 'nobuffer',
         '-flags', 'low_delay',
         '-strict', 'experimental',
         '-fflags', '+genpts+discardcorrupt',
         '-vsync', 'drop',
         '-rtsp_transport', 'tcp',
         '-stimeout', '5000000',
         '-use_wallclock_as_timestamps', '1']),
    'output_args': FFMPEG_CONFIG.get('output_args',
        ['-f', 'rawvideo',
         '-pix_fmt', 'rgb24'])
 }
 GLOBAL_OBJECT_CONFIG = CONFIG.get('objects', {})
 WEB_PORT = CONFIG.get('web_port', 5000)
 DEBUG = (CONFIG.get('debug', '0') == '1')
 class CameraWatchdog(threading.Thread):
    def __init__(self, camera_processes, config, tflite_process, tracked_objects_queue, object_processor):
        threading.Thread.__init__(self)
        self.camera_processes = camera_processes
        self.config = config
        self.tflite_process = tflite_process
        self.tracked_objects_queue = tracked_objects_queue
        self.object_processor = object_processor
    def run(self):
        time.sleep(10)
        while True:
            # wait a bit before checking
            time.sleep(30)
            if (self.tflite_process.detection_start.value > 0.0 and 
                datetime.datetime.now().timestamp() - self.tflite_process.detection_start.value > 10):
                print("Detection appears to be stuck. Restarting detection process")
                self.tflite_process.start_or_restart()
                time.sleep(30)
            for name, camera_process in self.camera_processes.items():
                process = camera_process['process']
                if not process.is_alive():
                    print(f"Process for {name} is not alive. Starting again...")
                    camera_process['fps'].value = float(self.config[name]['fps'])
                    camera_process['skipped_fps'].value = 0.0
                    camera_process['detection_fps'].value = 0.0
                    process = mp.Process(target=track_camera, args=(name, self.config[name], FFMPEG_DEFAULT_CONFIG, GLOBAL_OBJECT_CONFIG, 
                        self.tflite_process.detection_queue, self.tracked_objects_queue, 
                        camera_process['fps'], camera_process['skipped_fps'], camera_process['detection_fps']))
                    process.daemon = True
                    camera_process['process'] = process
                    process.start()
                    print(f"Camera_process started for {name}: {process.pid}")
 def main():
    # connect to mqtt and setup last will
    def on_connect(client, userdata, flags, rc):
        print("On connect called")
        if rc != 0:
            if rc == 3:
                print ("MQTT Server unavailable")
            elif rc == 4:
                print ("MQTT Bad username or password")
            elif rc == 5:
                print ("MQTT Not authorized")
            else:
                print ("Unable to connect to MQTT: Connection refused. Error code: " + str(rc))
        # publish a message to signal that the service is running
        client.publish(MQTT_TOPIC_PREFIX+'/available', 'online', retain=True)
    client = mqtt.Client(client_id=MQTT_CLIENT_ID)
    client.on_connect = on_connect
    client.will_set(MQTT_TOPIC_PREFIX+'/available', payload='offline', qos=1, retain=True)
    if not MQTT_USER is None:
        client.username_pw_set(MQTT_USER, password=MQTT_PASS)
    client.connect(MQTT_HOST, MQTT_PORT, 60)
    client.loop_start()
    # start plasma store
    plasma_cmd = ['plasma_store', '-m', '400000000', '-s', '/tmp/plasma']
    plasma_process = sp.Popen(plasma_cmd, stdout=sp.DEVNULL)
    time.sleep(1)
    rc = plasma_process.poll()
    if rc is not None:
        raise RuntimeError("plasma_store exited unexpectedly with "
                            "code %d" % (rc,))
    ##
    # Setup config defaults for cameras
    ##
    for name, config in CONFIG['cameras'].items():
        config['snapshots'] = {
            'show_timestamp': config.get('snapshots', {}).get('show_timestamp', True)
        }
    # Queue for cameras to push tracked objects to
    tracked_objects_queue = mp.Queue()
    # Start the shared tflite process
    tflite_process = EdgeTPUProcess()
    # start the camera processes
    camera_processes = {}
    for name, config in CONFIG['cameras'].items():
        camera_processes[name] = {
            'fps': mp.Value('d', float(config['fps'])),
            'skipped_fps': mp.Value('d', 0.0),
            'detection_fps': mp.Value('d', 0.0)
        }
        camera_process = mp.Process(target=track_camera, args=(name, config, FFMPEG_DEFAULT_CONFIG, GLOBAL_OBJECT_CONFIG, 
            tflite_process.detection_queue, tracked_objects_queue, 
            camera_processes[name]['fps'], camera_processes[name]['skipped_fps'], camera_processes[name]['detection_fps']))
        camera_process.daemon = True
        camera_processes[name]['process'] = camera_process
    for name, camera_process in camera_processes.items():
        camera_process['process'].start()
        print(f"Camera_process started for {name}: {camera_process['process'].pid}")
    object_processor = TrackedObjectProcessor(CONFIG['cameras'], client, MQTT_TOPIC_PREFIX, tracked_objects_queue)
    object_processor.start()
    camera_watchdog = CameraWatchdog(camera_processes, CONFIG['cameras'], tflite_process, tracked_objects_queue, object_processor)
    camera_watchdog.start()
    # create a flask app that encodes frames a mjpeg on demand
    app = Flask(__name__)
    log = logging.getLogger('werkzeug')
    log.setLevel(logging.ERROR)
    @app.route('/')
    def ishealthy():
        # return a healh
        return "Frigate is running. Alive and healthy!"
    @app.route('/debug/stats')
    def stats():
        stats = {}
        total_detection_fps = 0
        for name, camera_stats in camera_processes.items():
            total_detection_fps += camera_stats['detection_fps'].value
            stats[name] = {
                'fps': round(camera_stats['fps'].value, 2),
                'skipped_fps': round(camera_stats['skipped_fps'].value, 2),
                'detection_fps': round(camera_stats['detection_fps'].value, 2)
            }
        stats['coral'] = {
            'fps': round(total_detection_fps, 2),
            'inference_speed': round(tflite_process.avg_inference_speed.value*1000, 2),
            'detection_queue': tflite_process.detection_queue.qsize(),
            'detection_start': tflite_process.detection_start.value
        }
        rc = plasma_process.poll()
        stats['plasma_store_rc'] = rc
        stats['tracked_objects_queue'] = tracked_objects_queue.qsize()
        return jsonify(stats)
    @app.route('/<camera_name>/<label>/best.jpg')
    def best(camera_name, label):
        if camera_name in CONFIG['cameras']:
            best_frame = object_processor.get_best(camera_name, label)
            if best_frame is None:
                best_frame = np.zeros((720,1280,3), np.uint8)
            best_frame = cv2.cvtColor(best_frame, cv2.COLOR_RGB2BGR)
            ret, jpg = cv2.imencode('.jpg', best_frame)
            response = make_response(jpg.tobytes())
            response.headers['Content-Type'] = 'image/jpg'
            return response
        else:
            return "Camera named {} not found".format(camera_name), 404
    @app.route('/<camera_name>')
    def mjpeg_feed(camera_name):
        if camera_name in CONFIG['cameras']:
            # return a multipart response
            return Response(imagestream(camera_name),
                            mimetype='multipart/x-mixed-replace; boundary=frame')
        else:
            return "Camera named {} not found".format(camera_name), 404
    def imagestream(camera_name):
        while True:
            # max out at 1 FPS
            time.sleep(1)
            frame = object_processor.get_current_frame(camera_name)
            if frame is None:
                frame = np.zeros((720,1280,3), np.uint8)
            frame = cv2.cvtColor(frame, cv2.COLOR_RGB2BGR)
            ret, jpg = cv2.imencode('.jpg', frame)
            yield (b'--frame\r\n'
                b'Content-Type: image/jpeg\r\n\r\n' + jpg.tobytes() + b'\r\n\r\n')
    app.run(host='0.0.0.0', port=WEB_PORT, debug=False)
    camera_watchdog.join()
    plasma_process.terminate()
 if __name__ == '__main__':
    main()
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -0,0 +1,40 @@
 version: "3"
 services:
  devcontainer:
    container_name: frigate-devcontainer
    # add groups from host for render, plugdev, video
    group_add:
      - "109" # render
      - "110" # render
      - "44"  # video
      - "46"  # plugdev
    shm_size: "256mb"
    build:
      context: .
      dockerfile: docker/main/Dockerfile
      # Use target devcontainer-trt for TensorRT dev
      target: devcontainer
    deploy:
          resources:
              reservations:
                  devices:
                      - driver: nvidia
                        count: 1
                        capabilities: [gpu]
    environment:
      YOLO_MODELS: yolov7-320
    devices:
      - /dev/bus/usb:/dev/bus/usb
      # - /dev/dri:/dev/dri # for intel hwaccel, needs to be updated for your hardware
    volumes:
      - .:/workspace/frigate:cached
      - ./web/dist:/opt/frigate/web:cached
      - /etc/localtime:/etc/localtime:ro
      - ./config:/config
      - ./debug:/media/frigate
      - /dev/bus/usb:/dev/bus/usb
  mqtt:
    container_name: mqtt
    image: eclipse-mosquitto:1.6
    ports:
      - "1883:1883"
--- a/docker/main/Dockerfile
+++ b/docker/main/Dockerfile
@@ -0,0 +1,263 @@
 # syntax=docker/dockerfile:1.6
 # https://askubuntu.com/questions/972516/debian-frontend-environment-variable
 ARG DEBIAN_FRONTEND=noninteractive
 ARG BASE_IMAGE=debian:11
 ARG SLIM_BASE=debian:11-slim
 FROM ${BASE_IMAGE} AS base
 FROM --platform=${BUILDPLATFORM} debian:11 AS base_host
 FROM ${SLIM_BASE} AS slim-base
 FROM slim-base AS wget
 ARG DEBIAN_FRONTEND
 RUN apt-get update \
    && apt-get install -y wget xz-utils \
    && rm -rf /var/lib/apt/lists/*
 WORKDIR /rootfs
 FROM base AS nginx
 ARG DEBIAN_FRONTEND
 ENV CCACHE_DIR /root/.ccache
 ENV CCACHE_MAXSIZE 2G
 # bind /var/cache/apt to tmpfs to speed up nginx build
 RUN --mount=type=tmpfs,target=/tmp --mount=type=tmpfs,target=/var/cache/apt \
    --mount=type=bind,source=docker/main/build_nginx.sh,target=/deps/build_nginx.sh \
    --mount=type=cache,target=/root/.ccache \
    /deps/build_nginx.sh
 FROM scratch AS go2rtc
 ARG TARGETARCH
 WORKDIR /rootfs/usr/local/go2rtc/bin
 ADD --link --chmod=755 "https://github.com/AlexxIT/go2rtc/releases/download/v1.8.1/go2rtc_linux_${TARGETARCH}" go2rtc
 ####
 #
 # OpenVino Support
 #
 # 1. Download and convert a model from Intel's Public Open Model Zoo
 # 2. Build libUSB without udev to handle NCS2 enumeration
 #
 ####
 # Download and Convert OpenVino model
 FROM base_host AS ov-converter
 ARG DEBIAN_FRONTEND
 # Install OpenVino Runtime and Dev library
 COPY docker/main/requirements-ov.txt /requirements-ov.txt
 RUN apt-get -qq update \
    && apt-get -qq install -y wget python3 python3-distutils \
    && wget -q https://bootstrap.pypa.io/get-pip.py -O get-pip.py \
    && python3 get-pip.py "pip" \
    && pip install -r /requirements-ov.txt
 # Get OpenVino Model
 RUN mkdir /models \
    && cd /models && omz_downloader --name ssdlite_mobilenet_v2 \
    && cd /models && omz_converter --name ssdlite_mobilenet_v2 --precision FP16
 # libUSB - No Udev
 FROM wget as libusb-build
 ARG TARGETARCH
 ARG DEBIAN_FRONTEND
 ENV CCACHE_DIR /root/.ccache
 ENV CCACHE_MAXSIZE 2G
 # Build libUSB without udev.  Needed for Openvino NCS2 support
 WORKDIR /opt
 RUN apt-get update && apt-get install -y unzip build-essential automake libtool ccache pkg-config
 RUN --mount=type=cache,target=/root/.ccache wget -q https://github.com/libusb/libusb/archive/v1.0.26.zip -O v1.0.26.zip && \
    unzip v1.0.26.zip && cd libusb-1.0.26 && \
    ./bootstrap.sh && \
    ./configure CC='ccache gcc' CCX='ccache g++' --disable-udev --enable-shared && \
    make -j $(nproc --all)
 RUN apt-get update && \
    apt-get install -y --no-install-recommends libusb-1.0-0-dev && \
    rm -rf /var/lib/apt/lists/*
 WORKDIR /opt/libusb-1.0.26/libusb
 RUN /bin/mkdir -p '/usr/local/lib' && \
    /bin/bash ../libtool  --mode=install /usr/bin/install -c libusb-1.0.la '/usr/local/lib' && \
    /bin/mkdir -p '/usr/local/include/libusb-1.0' && \
    /usr/bin/install -c -m 644 libusb.h '/usr/local/include/libusb-1.0' && \
    /bin/mkdir -p '/usr/local/lib/pkgconfig' && \
    cd  /opt/libusb-1.0.26/ && \
    /usr/bin/install -c -m 644 libusb-1.0.pc '/usr/local/lib/pkgconfig' && \
    ldconfig
 FROM wget AS models
 # Get model and labels
 RUN wget -qO edgetpu_model.tflite https://github.com/google-coral/test_data/raw/release-frogfish/ssdlite_mobiledet_coco_qat_postprocess_edgetpu.tflite
 RUN wget -qO cpu_model.tflite https://github.com/google-coral/test_data/raw/release-frogfish/ssdlite_mobiledet_coco_qat_postprocess.tflite
 COPY labelmap.txt .
 # Copy OpenVino model
 COPY --from=ov-converter /models/public/ssdlite_mobilenet_v2/FP16 openvino-model
 RUN wget -q https://github.com/openvinotoolkit/open_model_zoo/raw/master/data/dataset_classes/coco_91cl_bkgr.txt -O openvino-model/coco_91cl_bkgr.txt && \
    sed -i 's/truck/car/g' openvino-model/coco_91cl_bkgr.txt
 # Get Audio Model and labels
 RUN wget -qO cpu_audio_model.tflite https://tfhub.dev/google/lite-model/yamnet/classification/tflite/1?lite-format=tflite
 COPY audio-labelmap.txt .
 FROM wget AS s6-overlay
 ARG TARGETARCH
 RUN --mount=type=bind,source=docker/main/install_s6_overlay.sh,target=/deps/install_s6_overlay.sh \
    /deps/install_s6_overlay.sh
 FROM base AS wheels
 ARG DEBIAN_FRONTEND
 ARG TARGETARCH
 # Use a separate container to build wheels to prevent build dependencies in final image
 RUN apt-get -qq update \
    && apt-get -qq install -y \
    apt-transport-https \
    gnupg \
    wget \
    # the key fingerprint can be obtained from https://ftp-master.debian.org/keys.html
    && wget -qO- "https://keyserver.ubuntu.com/pks/lookup?op=get&search=0xA4285295FC7B1A81600062A9605C66F00D6C9793" | \
    gpg --dearmor > /usr/share/keyrings/debian-archive-bullseye-stable.gpg \
    && echo "deb [signed-by=/usr/share/keyrings/debian-archive-bullseye-stable.gpg] http://deb.debian.org/debian bullseye main contrib non-free" | \
    tee /etc/apt/sources.list.d/debian-bullseye-nonfree.list \
    && apt-get -qq update \
    && apt-get -qq install -y \
    python3.9 \
    python3.9-dev \
    # opencv dependencies
    build-essential cmake git pkg-config libgtk-3-dev \
    libavcodec-dev libavformat-dev libswscale-dev libv4l-dev \
    libxvidcore-dev libx264-dev libjpeg-dev libpng-dev libtiff-dev \
    gfortran openexr libatlas-base-dev libssl-dev\
    libtbb2 libtbb-dev libdc1394-22-dev libopenexr-dev \
    libgstreamer-plugins-base1.0-dev libgstreamer1.0-dev \
    # scipy dependencies
    gcc gfortran libopenblas-dev liblapack-dev && \
    rm -rf /var/lib/apt/lists/*
 # Ensure python3 defaults to python3.9
 RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.9 1
 RUN wget -q https://bootstrap.pypa.io/get-pip.py -O get-pip.py \
    && python3 get-pip.py "pip"
 COPY docker/main/requirements.txt /requirements.txt
 RUN pip3 install -r /requirements.txt
 COPY docker/main/requirements-wheels.txt /requirements-wheels.txt
 RUN pip3 wheel --wheel-dir=/wheels -r /requirements-wheels.txt
 # Collect deps in a single layer
 FROM scratch AS deps-rootfs
 COPY --from=nginx /usr/local/nginx/ /usr/local/nginx/
 COPY --from=go2rtc /rootfs/ /
 COPY --from=libusb-build /usr/local/lib /usr/local/lib
 COPY --from=s6-overlay /rootfs/ /
 COPY --from=models /rootfs/ /
 COPY docker/main/rootfs/ /
 # Frigate deps (ffmpeg, python, nginx, go2rtc, s6-overlay, etc)
 FROM slim-base AS deps
 ARG TARGETARCH
 ARG DEBIAN_FRONTEND
 # http://stackoverflow.com/questions/48162574/ddg#49462622
 ARG APT_KEY_DONT_WARN_ON_DANGEROUS_USAGE=DontWarn
 # https://github.com/NVIDIA/nvidia-docker/wiki/Installation-(Native-GPU-Support)
 ENV NVIDIA_VISIBLE_DEVICES=all
 ENV NVIDIA_DRIVER_CAPABILITIES="compute,video,utility"
 ENV PATH="/usr/lib/btbn-ffmpeg/bin:/usr/local/go2rtc/bin:/usr/local/nginx/sbin:${PATH}"
 # Install dependencies
 RUN --mount=type=bind,source=docker/main/install_deps.sh,target=/deps/install_deps.sh \
    /deps/install_deps.sh
 RUN --mount=type=bind,from=wheels,source=/wheels,target=/deps/wheels \
    python3 -m pip install --upgrade pip && \
    pip3 install -U /deps/wheels/*.whl
 COPY --from=deps-rootfs / /
 RUN ldconfig
 EXPOSE 5000
 EXPOSE 1935
 EXPOSE 8554
 EXPOSE 8555/tcp 8555/udp
 # Configure logging to prepend timestamps, log to stdout, keep 0 archives and rotate on 10MB
 ENV S6_LOGGING_SCRIPT="T 1 n0 s10000000 T"
 ENTRYPOINT ["/init"]
 CMD []
 HEALTHCHECK --start-period=120s --start-interval=5s --interval=15s --timeout=5s --retries=3 \
    CMD curl --fail --silent --show-error http://127.0.0.1:5000/api/version || exit 1
 # Frigate deps with Node.js and NPM for devcontainer
 FROM deps AS devcontainer
 # Do not start the actual Frigate service on devcontainer as it will be started by VSCode
 # But start a fake service for simulating the logs
 COPY docker/main/fake_frigate_run /etc/s6-overlay/s6-rc.d/frigate/run
 # Create symbolic link to the frigate source code, as go2rtc's create_config.sh uses it
 RUN mkdir -p /opt/frigate \
    && ln -svf /workspace/frigate/frigate /opt/frigate/frigate
 # Install Node 16
 RUN apt-get update \
    && apt-get install wget -y \
    && wget -qO- https://deb.nodesource.com/setup_16.x | bash - \
    && apt-get install -y nodejs \
    && rm -rf /var/lib/apt/lists/* \
    && npm install -g npm@9
 WORKDIR /workspace/frigate
 RUN apt-get update \
    && apt-get install make -y \
    && rm -rf /var/lib/apt/lists/*
 RUN --mount=type=bind,source=./docker/main/requirements-dev.txt,target=/workspace/frigate/requirements-dev.txt \
    pip3 install -r requirements-dev.txt
 CMD ["sleep", "infinity"]
 # Frigate web build
 # This should be architecture agnostic, so speed up the build on multiarch by not using QEMU.
 FROM --platform=$BUILDPLATFORM node:16 AS web-build
 WORKDIR /work
 COPY web/package.json web/package-lock.json ./
 RUN npm install
 COPY web/ ./
 RUN npm run build \
    && mv dist/BASE_PATH/monacoeditorwork/* dist/assets/ \
    && rm -rf dist/BASE_PATH
 # Collect final files in a single layer
 FROM scratch AS rootfs
 WORKDIR /opt/frigate/
 COPY frigate frigate/
 COPY migrations migrations/
 COPY --from=web-build /work/dist/ web/
 # Frigate final container
 FROM deps AS frigate
 WORKDIR /opt/frigate/
 COPY --from=rootfs / /
--- a/docker/main/build_nginx.sh
+++ b/docker/main/build_nginx.sh
@@ -0,0 +1,70 @@
 #!/bin/bash
 set -euxo pipefail
 NGINX_VERSION="1.25.2"
 VOD_MODULE_VERSION="1.31"
 SECURE_TOKEN_MODULE_VERSION="1.5"
 RTMP_MODULE_VERSION="1.2.2"
 cp /etc/apt/sources.list /etc/apt/sources.list.d/sources-src.list
 sed -i 's|deb http|deb-src http|g' /etc/apt/sources.list.d/sources-src.list
 apt-get update
 apt-get -yqq build-dep nginx
 apt-get -yqq install --no-install-recommends ca-certificates wget
 update-ca-certificates -f
 apt install -y ccache
 export PATH="/usr/lib/ccache:$PATH"
 mkdir /tmp/nginx
 wget -nv https://nginx.org/download/nginx-${NGINX_VERSION}.tar.gz
 tar -zxf nginx-${NGINX_VERSION}.tar.gz -C /tmp/nginx --strip-components=1
 rm nginx-${NGINX_VERSION}.tar.gz
 mkdir /tmp/nginx-vod-module
 wget -nv https://github.com/kaltura/nginx-vod-module/archive/refs/tags/${VOD_MODULE_VERSION}.tar.gz
 tar -zxf ${VOD_MODULE_VERSION}.tar.gz -C /tmp/nginx-vod-module --strip-components=1
 rm ${VOD_MODULE_VERSION}.tar.gz
    # Patch MAX_CLIPS to allow more clips to be added than the default 128
 sed -i 's/MAX_CLIPS (128)/MAX_CLIPS (1080)/g' /tmp/nginx-vod-module/vod/media_set.h
 patch -d /tmp/nginx-vod-module/ -p1 << 'EOF'
 --- a/vod/avc_hevc_parser.c       2022-06-27 11:38:10.000000000 +0000
 +++ b/vod/avc_hevc_parser.c       2023-01-16 11:25:10.900521298 +0000
@@ -3,6 +3,9 @@
 bool_t
 avc_hevc_parser_rbsp_trailing_bits(bit_reader_state_t* reader)
 {
 +	// https://github.com/blakeblackshear/frigate/issues/4572
 +	return TRUE;
 +
 	uint32_t one_bit;
 	if (reader->stream.eof_reached)
 EOF
 mkdir /tmp/nginx-secure-token-module
 wget https://github.com/kaltura/nginx-secure-token-module/archive/refs/tags/${SECURE_TOKEN_MODULE_VERSION}.tar.gz
 tar -zxf ${SECURE_TOKEN_MODULE_VERSION}.tar.gz -C /tmp/nginx-secure-token-module --strip-components=1
 rm ${SECURE_TOKEN_MODULE_VERSION}.tar.gz
 mkdir /tmp/nginx-rtmp-module
 wget -nv https://github.com/arut/nginx-rtmp-module/archive/refs/tags/v${RTMP_MODULE_VERSION}.tar.gz
 tar -zxf v${RTMP_MODULE_VERSION}.tar.gz -C /tmp/nginx-rtmp-module --strip-components=1
 rm v${RTMP_MODULE_VERSION}.tar.gz
 cd /tmp/nginx
 ./configure --prefix=/usr/local/nginx \
    --with-file-aio \
    --with-http_sub_module \
    --with-http_ssl_module \
    --with-threads \
    --add-module=../nginx-vod-module \
    --add-module=../nginx-secure-token-module \
    --add-module=../nginx-rtmp-module \
    --with-cc-opt="-O3 -Wno-error=implicit-fallthrough"
 make CC="ccache gcc" -j$(nproc) && make install
 rm -rf /usr/local/nginx/html /usr/local/nginx/conf/*.default
--- a/docker/main/fake_frigate_run
+++ b/docker/main/fake_frigate_run
@@ -0,0 +1,13 @@
 #!/command/with-contenv bash
 # shellcheck shell=bash
 # Start the fake Frigate service
 set -o errexit -o nounset -o pipefail
 # Tell S6-Overlay not to restart this service
 s6-svc -O .
 while true; do
  echo "[INFO] The fake Frigate service is running..."
  sleep 5s
 done
--- a/docker/main/install_deps.sh
+++ b/docker/main/install_deps.sh
@@ -0,0 +1,84 @@
 #!/bin/bash
 set -euxo pipefail
 apt-get -qq update
 apt-get -qq install --no-install-recommends -y \
    apt-transport-https \
    gnupg \
    wget \
    procps vainfo \
    unzip locales tzdata libxml2 xz-utils \
    python3.9 \
    python3-pip \
    curl \
    jq \
    nethogs
 # ensure python3 defaults to python3.9
 update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.9 1
 mkdir -p -m 600 /root/.gnupg
 # add coral repo
 curl -fsSLo - https://packages.cloud.google.com/apt/doc/apt-key.gpg | \
    gpg --dearmor -o /etc/apt/trusted.gpg.d/google-cloud-packages-archive-keyring.gpg
 echo "deb https://packages.cloud.google.com/apt coral-edgetpu-stable main" | tee /etc/apt/sources.list.d/coral-edgetpu.list
 echo "libedgetpu1-max libedgetpu/accepted-eula select true" | debconf-set-selections
 # enable non-free repo in Debian
 if grep -q "Debian" /etc/issue; then
    sed -i -e's/ main/ main contrib non-free/g' /etc/apt/sources.list
 fi
 # coral drivers
 apt-get -qq update
 apt-get -qq install --no-install-recommends --no-install-suggests -y \
    libedgetpu1-max python3-tflite-runtime python3-pycoral
 # btbn-ffmpeg -> amd64
 if [[ "${TARGETARCH}" == "amd64" ]]; then
    mkdir -p /usr/lib/btbn-ffmpeg
    wget -qO btbn-ffmpeg.tar.xz "https://github.com/BtbN/FFmpeg-Builds/releases/download/autobuild-2022-07-31-12-37/ffmpeg-n5.1-2-g915ef932a3-linux64-gpl-5.1.tar.xz"
    tar -xf btbn-ffmpeg.tar.xz -C /usr/lib/btbn-ffmpeg --strip-components 1
    rm -rf btbn-ffmpeg.tar.xz /usr/lib/btbn-ffmpeg/doc /usr/lib/btbn-ffmpeg/bin/ffplay
 fi
 # ffmpeg -> arm64
 if [[ "${TARGETARCH}" == "arm64" ]]; then
    mkdir -p /usr/lib/btbn-ffmpeg
    wget -qO btbn-ffmpeg.tar.xz "https://github.com/BtbN/FFmpeg-Builds/releases/download/autobuild-2022-07-31-12-37/ffmpeg-n5.1-2-g915ef932a3-linuxarm64-gpl-5.1.tar.xz"
    tar -xf btbn-ffmpeg.tar.xz -C /usr/lib/btbn-ffmpeg --strip-components 1
    rm -rf btbn-ffmpeg.tar.xz /usr/lib/btbn-ffmpeg/doc /usr/lib/btbn-ffmpeg/bin/ffplay
 fi
 # arch specific packages
 if [[ "${TARGETARCH}" == "amd64" ]]; then
    # use debian bookworm for hwaccel packages
    echo 'deb https://deb.debian.org/debian bookworm main contrib non-free' >/etc/apt/sources.list.d/debian-bookworm.list
    apt-get -qq update
    apt-get -qq install --no-install-recommends --no-install-suggests -y \
        intel-opencl-icd \
        mesa-va-drivers radeontop libva-drm2 intel-media-va-driver-non-free i965-va-driver libmfx1 intel-gpu-tools
    # something about this dependency requires it to be installed in a separate call rather than in the line above
    apt-get -qq install --no-install-recommends --no-install-suggests -y \
        i965-va-driver-shaders
    rm -f /etc/apt/sources.list.d/debian-bookworm.list
 fi
 if [[ "${TARGETARCH}" == "arm64" ]]; then
    apt-get -qq install --no-install-recommends --no-install-suggests -y \
        libva-drm2 mesa-va-drivers
 fi
 apt-get purge gnupg apt-transport-https xz-utils -y
 apt-get clean autoclean -y
 apt-get autoremove --purge -y
 rm -rf /var/lib/apt/lists/*
 # Install yq, for frigate-prepare and go2rtc echo source
 curl -fsSL \
    "https://github.com/mikefarah/yq/releases/download/v4.33.3/yq_linux_$(dpkg --print-architecture)" \
    --output /usr/local/bin/yq
 chmod +x /usr/local/bin/yq
--- a/docker/main/install_s6_overlay.sh
+++ b/docker/main/install_s6_overlay.sh
@@ -0,0 +1,19 @@
 #!/bin/bash
 set -euxo pipefail
 s6_version="3.1.5.0"
 if [[ "${TARGETARCH}" == "amd64" ]]; then
    s6_arch="x86_64"
 elif [[ "${TARGETARCH}" == "arm64" ]]; then
    s6_arch="aarch64"
 fi
 mkdir -p /rootfs/
 wget -qO- "https://github.com/just-containers/s6-overlay/releases/download/v${s6_version}/s6-overlay-noarch.tar.xz" |
    tar -C /rootfs/ -Jxpf -
 wget -qO- "https://github.com/just-containers/s6-overlay/releases/download/v${s6_version}/s6-overlay-${s6_arch}.tar.xz" |
    tar -C /rootfs/ -Jxpf -
--- a/docker/main/requirements-dev.txt
+++ b/docker/main/requirements-dev.txt
@@ -0,0 +1,3 @@
 black == 23.10.*
 isort
 ruff
--- a/docker/main/requirements-ov.txt
+++ b/docker/main/requirements-ov.txt
@@ -0,0 +1,5 @@
 numpy
 # Openvino Library - Custom built with MYRIAD support
 openvino @ https://github.com/NateMeyer/openvino-wheels/releases/download/multi-arch_2022.3.1/openvino-2022.3.1-1-cp39-cp39-manylinux_2_31_x86_64.whl; platform_machine == 'x86_64'
 openvino @ https://github.com/NateMeyer/openvino-wheels/releases/download/multi-arch_2022.3.1/openvino-2022.3.1-1-cp39-cp39-linux_aarch64.whl; platform_machine == 'aarch64'
 openvino-dev[tensorflow2] @ https://github.com/NateMeyer/openvino-wheels/releases/download/multi-arch_2022.3.1/openvino_dev-2022.3.1-1-py3-none-any.whl
--- a/docker/main/requirements-wheels.txt
+++ b/docker/main/requirements-wheels.txt
@@ -0,0 +1,28 @@
 click == 8.1.*
 Flask == 2.3.*
 imutils == 0.5.*
 matplotlib == 3.7.*
 mypy == 1.6.1
 numpy == 1.23.*
 onvif_zeep == 0.2.12
 opencv-python-headless == 4.7.0.*
 paho-mqtt == 1.6.*
 peewee == 3.17.*
 peewee_migrate == 1.12.*
 psutil == 5.9.*
 pydantic == 1.10.*
 git+https://github.com/fbcotter/py3nvml#egg=py3nvml
 PyYAML == 6.0.*
 pytz == 2023.3
 ruamel.yaml == 0.17.*
 tzlocal == 5.1
 types-PyYAML == 6.0.*
 requests == 2.31.*
 types-requests == 2.31.*
 scipy == 1.11.*
 norfair == 2.2.*
 setproctitle == 1.3.*
 ws4py == 0.5.*
 # Openvino Library - Custom built with MYRIAD support
 openvino @ https://github.com/NateMeyer/openvino-wheels/releases/download/multi-arch_2022.3.1/openvino-2022.3.1-1-cp39-cp39-manylinux_2_31_x86_64.whl; platform_machine == 'x86_64'
 openvino @ https://github.com/NateMeyer/openvino-wheels/releases/download/multi-arch_2022.3.1/openvino-2022.3.1-1-cp39-cp39-linux_aarch64.whl; platform_machine == 'aarch64'
--- a/docker/main/requirements.txt
+++ b/docker/main/requirements.txt
@@ -0,0 +1,2 @@
 scikit-build == 0.17.*
 nvidia-pyindex
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/frigate-log/consumer-for
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/frigate-log/consumer-for
@@ -0,0 +1 @@
 frigate
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/frigate-log/dependencies.d/log-prepare
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/frigate-log/dependencies.d/log-prepare
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/frigate-log/pipeline-name
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/frigate-log/pipeline-name
@@ -0,0 +1 @@
 frigate-pipeline
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/frigate-log/run
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/frigate-log/run
@@ -0,0 +1,4 @@
 #!/command/with-contenv bash
 # shellcheck shell=bash
 exec logutil-service /dev/shm/logs/frigate
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/frigate-log/type
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/frigate-log/type
@@ -0,0 +1 @@
 longrun
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/frigate/dependencies.d/go2rtc
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/frigate/dependencies.d/go2rtc
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/frigate/finish
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/frigate/finish
@@ -0,0 +1,28 @@
 #!/command/with-contenv bash
 # shellcheck shell=bash
 # Take down the S6 supervision tree when the service exits
 set -o errexit -o nounset -o pipefail
 # Logs should be sent to stdout so that s6 can collect them
 declare exit_code_container
 exit_code_container=$(cat /run/s6-linux-init-container-results/exitcode)
 readonly exit_code_container
 readonly exit_code_service="${1}"
 readonly exit_code_signal="${2}"
 readonly service="Frigate"
 echo "[INFO] Service ${service} exited with code ${exit_code_service} (by signal ${exit_code_signal})"
 if [[ "${exit_code_service}" -eq 256 ]]; then
  if [[ "${exit_code_container}" -eq 0 ]]; then
    echo $((128 + exit_code_signal)) >/run/s6-linux-init-container-results/exitcode
  fi
 elif [[ "${exit_code_service}" -ne 0 ]]; then
  if [[ "${exit_code_container}" -eq 0 ]]; then
    echo "${exit_code_service}" >/run/s6-linux-init-container-results/exitcode
  fi
 fi
 exec /run/s6/basedir/bin/halt
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/frigate/producer-for
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/frigate/producer-for
@@ -0,0 +1 @@
 frigate-log
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/frigate/run
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/frigate/run
@@ -0,0 +1,55 @@
 #!/command/with-contenv bash
 # shellcheck shell=bash
 # Start the Frigate service
 set -o errexit -o nounset -o pipefail
 # Logs should be sent to stdout so that s6 can collect them
 # Tell S6-Overlay not to restart this service
 s6-svc -O .
 function migrate_db_path() {
    # Find config file in yaml or yml, but prefer yaml
    local config_file="${CONFIG_FILE:-"/config/config.yml"}"
    local config_file_yaml="${config_file//.yml/.yaml}"
    if [[ -f "${config_file_yaml}" ]]; then
        config_file="${config_file_yaml}"
    elif [[ ! -f "${config_file}" ]]; then
        echo "[ERROR] Frigate config file not found"
        return 1
    fi
    unset config_file_yaml
    # Use yq to check if database.path is set
    local user_db_path
    user_db_path=$(yq eval '.database.path' "${config_file}")
    if [[ "${user_db_path}" == "null" ]]; then
        local previous_db_path="/media/frigate/frigate.db"
        local new_db_dir="/config"
        if [[ -f "${previous_db_path}" ]]; then
            if mountpoint --quiet "${new_db_dir}"; then
                # /config is a mount point, move the db
                echo "[INFO] Moving db from '${previous_db_path}' to the '${new_db_dir}' dir..."
                # Move all files that starts with frigate.db to the new directory
                mv -vf "${previous_db_path}"* "${new_db_dir}"
            else
                echo "[ERROR] Trying to migrate the db path from '${previous_db_path}' to the '${new_db_dir}' dir, but '${new_db_dir}' is not a mountpoint, please mount the '${new_db_dir}' dir"
                return 1
            fi
        fi
    fi
 }
 echo "[INFO] Preparing Frigate..."
 migrate_db_path
 export LIBAVFORMAT_VERSION_MAJOR=$(ffmpeg -version | grep -Po 'libavformat\W+\K\d+')
 echo "[INFO] Starting Frigate..."
 cd /opt/frigate || echo "[ERROR] Failed to change working directory to /opt/frigate"
 # Replace the bash process with the Frigate process, redirecting stderr to stdout
 exec 2>&1
 exec python3 -u -m frigate
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/frigate/timeout-kill
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/frigate/timeout-kill
@@ -0,0 +1 @@
 120000
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/frigate/type
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/frigate/type
@@ -0,0 +1 @@
 longrun
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc-healthcheck/dependencies.d/go2rtc
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc-healthcheck/dependencies.d/go2rtc
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc-healthcheck/finish
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc-healthcheck/finish
@@ -0,0 +1,12 @@
 #!/command/with-contenv bash
 # shellcheck shell=bash
 set -o errexit -o nounset -o pipefail
 # Logs should be sent to stdout so that s6 can collect them
 readonly exit_code_service="${1}"
 readonly exit_code_signal="${2}"
 readonly service="go2rtc-healthcheck"
 echo "[INFO] The ${service} service exited with code ${exit_code_service} (by signal ${exit_code_signal})"
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc-healthcheck/producer-for
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc-healthcheck/producer-for
@@ -0,0 +1 @@
 go2rtc-log
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc-healthcheck/run
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc-healthcheck/run
@@ -0,0 +1,22 @@
 #!/command/with-contenv bash
 # shellcheck shell=bash
 # Start the go2rtc-healthcheck service
 set -o errexit -o nounset -o pipefail
 # Logs should be sent to stdout so that s6 can collect them
 # Give some additional time for go2rtc to start before start pinging
 sleep 10s
 echo "[INFO] Starting go2rtc healthcheck service..."
 while sleep 30s; do
    # Check if the service is running
    if ! curl --connect-timeout 10 --fail --silent --show-error --output /dev/null http://127.0.0.1:1984/api/streams 2>&1; then
        echo "[ERROR] The go2rtc service is not responding to ping, restarting..."
        # We can also use -r instead of -t to send kill signal rather than term
        s6-svc -t /var/run/service/go2rtc 2>&1
        # Give some additional time to go2rtc to restart before start pinging again
        sleep 10s
    fi
 done
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc-healthcheck/timeout-kill
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc-healthcheck/timeout-kill
@@ -0,0 +1 @@
 5000
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc-healthcheck/type
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc-healthcheck/type
@@ -0,0 +1 @@
 longrun
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc-log/consumer-for
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc-log/consumer-for
@@ -0,0 +1,2 @@
 go2rtc
 go2rtc-healthcheck
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc-log/dependencies.d/log-prepare
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc-log/dependencies.d/log-prepare
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc-log/pipeline-name
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc-log/pipeline-name
@@ -0,0 +1 @@
 go2rtc-pipeline
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc-log/run
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc-log/run
@@ -0,0 +1,4 @@
 #!/command/with-contenv bash
 # shellcheck shell=bash
 exec logutil-service /dev/shm/logs/go2rtc
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc-log/type
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc-log/type
@@ -0,0 +1 @@
 longrun
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc/dependencies.d/base
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc/dependencies.d/base
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc/finish
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc/finish
@@ -0,0 +1,12 @@
 #!/command/with-contenv bash
 # shellcheck shell=bash
 set -o errexit -o nounset -o pipefail
 # Logs should be sent to stdout so that s6 can collect them
 readonly exit_code_service="${1}"
 readonly exit_code_signal="${2}"
 readonly service="go2rtc"
 echo "[INFO] The ${service} service exited with code ${exit_code_service} (by signal ${exit_code_signal})"
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc/producer-for
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc/producer-for
@@ -0,0 +1 @@
 go2rtc-log
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc/run
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc/run
@@ -0,0 +1,72 @@
 #!/command/with-contenv bash
 # shellcheck shell=bash
 # Start the go2rtc service
 set -o errexit -o nounset -o pipefail
 # Logs should be sent to stdout so that s6 can collect them
 function get_ip_and_port_from_supervisor() {
    local ip_address
    # Example: 192.168.1.10/24
    local ip_regex='^([0-9]{1,3}\.[0-9]{1,3}\.[0-9]{1,3}\.[0-9]{1,3})/[0-9]{1,2}$'
    if ip_address=$(
        curl -fsSL \
            -H "Authorization: Bearer ${SUPERVISOR_TOKEN}" \
            -H "Content-Type: application/json" \
            http://supervisor/network/interface/default/info |
            jq --exit-status --raw-output '.data.ipv4.address[0]'
    ) && [[ "${ip_address}" =~ ${ip_regex} ]]; then
        ip_address="${BASH_REMATCH[1]}"
        echo "[INFO] Got IP address from supervisor: ${ip_address}"
    else
        echo "[WARN] Failed to get IP address from supervisor"
        return 0
    fi
    local webrtc_port
    local port_regex='^([0-9]{1,5})$'
    if webrtc_port=$(
        curl -fsSL \
            -H "Authorization: Bearer ${SUPERVISOR_TOKEN}" \
            -H "Content-Type: application/json" \
            http://supervisor/addons/self/info |
            jq --exit-status --raw-output '.data.network["8555/tcp"]'
    ) && [[ "${webrtc_port}" =~ ${port_regex} ]]; then
        webrtc_port="${BASH_REMATCH[1]}"
        echo "[INFO] Got WebRTC port from supervisor: ${webrtc_port}"
    else
        echo "[WARN] Failed to get WebRTC port from supervisor"
        return 0
    fi
    export FRIGATE_GO2RTC_WEBRTC_CANDIDATE_INTERNAL="${ip_address}:${webrtc_port}"
 }
 export LIBAVFORMAT_VERSION_MAJOR=$(ffmpeg -version | grep -Po 'libavformat\W+\K\d+')
 if [[ ! -f "/dev/shm/go2rtc.yaml" ]]; then
    echo "[INFO] Preparing go2rtc config..."
    if [[ -n "${SUPERVISOR_TOKEN:-}" ]]; then
        # Running as a Home Assistant add-on, infer the IP address and port
        get_ip_and_port_from_supervisor
    fi
    python3 /usr/local/go2rtc/create_config.py
 fi
 readonly config_path="/config"
 if [[ -x "${config_path}/go2rtc" ]]; then
  readonly binary_path="${config_path}/go2rtc"
  echo "[WARN] Using go2rtc binary from '${binary_path}' instead of the embedded one"
 else
  readonly binary_path="/usr/local/go2rtc/bin/go2rtc"
 fi
 echo "[INFO] Starting go2rtc..."
 # Replace the bash process with the go2rtc process, redirecting stderr to stdout
 exec 2>&1
 exec "${binary_path}" -config=/dev/shm/go2rtc.yaml
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc/timeout-kill
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc/timeout-kill
@@ -0,0 +1 @@
 30000
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc/type
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc/type
@@ -0,0 +1 @@
 longrun
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/log-prepare/dependencies.d/base
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/log-prepare/dependencies.d/base
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/log-prepare/run
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/log-prepare/run
@@ -0,0 +1,11 @@
 #!/command/with-contenv bash
 # shellcheck shell=bash
 # Prepare the logs folder for s6-log
 set -o errexit -o nounset -o pipefail
 dirs=(/dev/shm/logs/frigate /dev/shm/logs/go2rtc /dev/shm/logs/nginx)
 mkdir -p "${dirs[@]}"
 chown nobody:nogroup "${dirs[@]}"
 chmod 02755 "${dirs[@]}"
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/log-prepare/type
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/log-prepare/type
@@ -0,0 +1 @@
 oneshot
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/log-prepare/up
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/log-prepare/up
@@ -0,0 +1 @@
 /etc/s6-overlay/s6-rc.d/log-prepare/run
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/nginx-log/consumer-for
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/nginx-log/consumer-for
@@ -0,0 +1 @@
 nginx
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/nginx-log/dependencies.d/log-prepare
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/nginx-log/dependencies.d/log-prepare
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/nginx-log/pipeline-name
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/nginx-log/pipeline-name
@@ -0,0 +1 @@
 nginx-pipeline
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/nginx-log/run
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/nginx-log/run
@@ -0,0 +1,4 @@
 #!/command/with-contenv bash
 # shellcheck shell=bash
 exec logutil-service /dev/shm/logs/nginx
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/nginx-log/type
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/nginx-log/type
@@ -0,0 +1 @@
 longrun
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/nginx/dependencies.d/frigate
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/nginx/dependencies.d/frigate
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/nginx/finish
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/nginx/finish
@@ -0,0 +1,30 @@
 #!/command/with-contenv bash
 # shellcheck shell=bash
 # Take down the S6 supervision tree when the service fails
 set -o errexit -o nounset -o pipefail
 # Logs should be sent to stdout so that s6 can collect them
 declare exit_code_container
 exit_code_container=$(cat /run/s6-linux-init-container-results/exitcode)
 readonly exit_code_container
 readonly exit_code_service="${1}"
 readonly exit_code_signal="${2}"
 readonly service="NGINX"
 echo "[INFO] Service ${service} exited with code ${exit_code_service} (by signal ${exit_code_signal})"
 if [[ "${exit_code_service}" -eq 256 ]]; then
  if [[ "${exit_code_container}" -eq 0 ]]; then
    echo $((128 + exit_code_signal)) >/run/s6-linux-init-container-results/exitcode
  fi
  if [[ "${exit_code_signal}" -eq 15 ]]; then
    exec /run/s6/basedir/bin/halt
  fi
 elif [[ "${exit_code_service}" -ne 0 ]]; then
  if [[ "${exit_code_container}" -eq 0 ]]; then
    echo "${exit_code_service}" >/run/s6-linux-init-container-results/exitcode
  fi
  exec /run/s6/basedir/bin/halt
 fi
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/nginx/producer-for
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/nginx/producer-for
@@ -0,0 +1 @@
 nginx-log
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/nginx/run
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/nginx/run
@@ -0,0 +1,13 @@
 #!/command/with-contenv bash
 # shellcheck shell=bash
 # Start the NGINX service
 set -o errexit -o nounset -o pipefail
 # Logs should be sent to stdout so that s6 can collect them
 echo "[INFO] Starting NGINX..."
 # Replace the bash process with the NGINX process, redirecting stderr to stdout
 exec 2>&1
 exec nginx
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/nginx/timeout-kill
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/nginx/timeout-kill
@@ -0,0 +1 @@
 30000
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/nginx/type
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/nginx/type
@@ -0,0 +1 @@
 longrun
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/user/contents.d/frigate-pipeline
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/user/contents.d/frigate-pipeline
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/user/contents.d/go2rtc-pipeline
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/user/contents.d/go2rtc-pipeline
--- a/docker/main/rootfs/etc/s6-overlay/s6-rc.d/user/contents.d/nginx-pipeline
+++ b/docker/main/rootfs/etc/s6-overlay/s6-rc.d/user/contents.d/nginx-pipeline
--- a/docker/main/rootfs/usr/local/go2rtc/create_config.py
+++ b/docker/main/rootfs/usr/local/go2rtc/create_config.py
@@ -0,0 +1,137 @@
 """Creates a go2rtc config file."""
 import json
 import os
 import sys
 import yaml
 sys.path.insert(0, "/opt/frigate")
 from frigate.const import BIRDSEYE_PIPE  # noqa: E402
 from frigate.ffmpeg_presets import (  # noqa: E402
    parse_preset_hardware_acceleration_encode,
 )
 sys.path.remove("/opt/frigate")
 FRIGATE_ENV_VARS = {k: v for k, v in os.environ.items() if k.startswith("FRIGATE_")}
 config_file = os.environ.get("CONFIG_FILE", "/config/config.yml")
 # Check if we can use .yaml instead of .yml
 config_file_yaml = config_file.replace(".yml", ".yaml")
 if os.path.isfile(config_file_yaml):
    config_file = config_file_yaml
 with open(config_file) as f:
    raw_config = f.read()
 if config_file.endswith((".yaml", ".yml")):
    config: dict[str, any] = yaml.safe_load(raw_config)
 elif config_file.endswith(".json"):
    config: dict[str, any] = json.loads(raw_config)
 go2rtc_config: dict[str, any] = config.get("go2rtc", {})
 # Need to enable CORS for go2rtc so the frigate integration / card work automatically
 if go2rtc_config.get("api") is None:
    go2rtc_config["api"] = {"origin": "*"}
 elif go2rtc_config["api"].get("origin") is None:
    go2rtc_config["api"]["origin"] = "*"
 # Need to set default location for HA config
 if go2rtc_config.get("hass") is None:
    go2rtc_config["hass"] = {"config": "/config"}
 # we want to ensure that logs are easy to read
 if go2rtc_config.get("log") is None:
    go2rtc_config["log"] = {"format": "text"}
 elif go2rtc_config["log"].get("format") is None:
    go2rtc_config["log"]["format"] = "text"
 if not go2rtc_config.get("webrtc", {}).get("candidates", []):
    default_candidates = []
    # use internal candidate if it was discovered when running through the add-on
    internal_candidate = os.environ.get(
        "FRIGATE_GO2RTC_WEBRTC_CANDIDATE_INTERNAL", None
    )
    if internal_candidate is not None:
        default_candidates.append(internal_candidate)
    # should set default stun server so webrtc can work
    default_candidates.append("stun:8555")
    go2rtc_config["webrtc"] = {"candidates": default_candidates}
 else:
    print(
        "[INFO] Not injecting WebRTC candidates into go2rtc config as it has been set manually",
    )
 # sets default RTSP response to be equivalent to ?video=h264,h265&audio=aac
 # this means user does not need to specify audio codec when using restream
 # as source for frigate and the integration supports HLS playback
 if go2rtc_config.get("rtsp") is None:
    go2rtc_config["rtsp"] = {"default_query": "mp4"}
 else:
    if go2rtc_config["rtsp"].get("default_query") is None:
        go2rtc_config["rtsp"]["default_query"] = "mp4"
    if go2rtc_config["rtsp"].get("username") is not None:
        go2rtc_config["rtsp"]["username"] = go2rtc_config["rtsp"]["username"].format(
            **FRIGATE_ENV_VARS
        )
    if go2rtc_config["rtsp"].get("password") is not None:
        go2rtc_config["rtsp"]["password"] = go2rtc_config["rtsp"]["password"].format(
            **FRIGATE_ENV_VARS
        )
 # need to replace ffmpeg command when using ffmpeg4
 if int(os.environ["LIBAVFORMAT_VERSION_MAJOR"]) < 59:
    if go2rtc_config.get("ffmpeg") is None:
        go2rtc_config["ffmpeg"] = {
            "rtsp": "-fflags nobuffer -flags low_delay -stimeout 5000000 -user_agent go2rtc/ffmpeg -rtsp_transport tcp -i {input}"
        }
    elif go2rtc_config["ffmpeg"].get("rtsp") is None:
        go2rtc_config["ffmpeg"][
            "rtsp"
        ] = "-fflags nobuffer -flags low_delay -stimeout 5000000 -user_agent go2rtc/ffmpeg -rtsp_transport tcp -i {input}"
 for name in go2rtc_config.get("streams", {}):
    stream = go2rtc_config["streams"][name]
    if isinstance(stream, str):
        try:
            go2rtc_config["streams"][name] = go2rtc_config["streams"][name].format(
                **FRIGATE_ENV_VARS
            )
        except KeyError as e:
            print(
                "[ERROR] Invalid substitution found, see https://docs.frigate.video/configuration/restream#advanced-restream-configurations for more info."
            )
            sys.exit(e)
    elif isinstance(stream, list):
        for i, stream in enumerate(stream):
            try:
                go2rtc_config["streams"][name][i] = stream.format(**FRIGATE_ENV_VARS)
            except KeyError as e:
                print(
                    "[ERROR] Invalid substitution found, see https://docs.frigate.video/configuration/restream#advanced-restream-configurations for more info."
                )
                sys.exit(e)
 # add birdseye restream stream if enabled
 if config.get("birdseye", {}).get("restream", False):
    birdseye: dict[str, any] = config.get("birdseye")
    input = f"-f rawvideo -pix_fmt yuv420p -video_size {birdseye.get('width', 1280)}x{birdseye.get('height', 720)} -r 10 -i {BIRDSEYE_PIPE}"
    ffmpeg_cmd = f"exec:{parse_preset_hardware_acceleration_encode(config.get('ffmpeg', {}).get('hwaccel_args'), input, '-rtsp_transport tcp -f rtsp {output}')}"
    if go2rtc_config.get("streams"):
        go2rtc_config["streams"]["birdseye"] = ffmpeg_cmd
    else:
        go2rtc_config["streams"] = {"birdseye": ffmpeg_cmd}
 # Write go2rtc_config to /dev/shm/go2rtc.yaml
 with open("/dev/shm/go2rtc.yaml", "w") as f:
    yaml.dump(go2rtc_config, f)
--- a/docker/main/rootfs/usr/local/nginx/conf/nginx.conf
+++ b/docker/main/rootfs/usr/local/nginx/conf/nginx.conf
@@ -0,0 +1,243 @@
 daemon off;
 user root;
 worker_processes auto;
 error_log /dev/stdout warn;
 pid /var/run/nginx.pid;
 events {
    worker_connections 1024;
 }
 http {
    include mime.types;
    default_type application/octet-stream;
    log_format main '$remote_addr - $remote_user [$time_local] "$request" '
                        '$status $body_bytes_sent "$http_referer" '
                        '"$http_user_agent" "$http_x_forwarded_for"';
    access_log /dev/stdout main;
    # send headers in one piece, it is better than sending them one by one
    tcp_nopush on;
    sendfile on;
    keepalive_timeout 65;
    gzip on;
    gzip_comp_level 6;
    gzip_types text/plain text/css application/json application/x-javascript application/javascript text/javascript image/svg+xml image/x-icon image/bmp image/png image/gif image/jpeg image/jpg;
    gzip_proxied no-cache no-store private expired auth;
    gzip_vary on;
    upstream frigate_api {
        server 127.0.0.1:5001;
        keepalive 1024;
    }
    upstream mqtt_ws {
        server 127.0.0.1:5002;
        keepalive 1024;
    }
    upstream jsmpeg {
        server 127.0.0.1:8082;
        keepalive 1024;
    }
    upstream go2rtc {
        server 127.0.0.1:1984;
        keepalive 1024;
    }
    server {
        listen 5000;
        # vod settings
        vod_base_url '';
        vod_segments_base_url '';
        vod_mode mapped;
        vod_max_mapping_response_size 1m;
        vod_upstream_location /api;
        vod_align_segments_to_key_frames on;
        vod_manifest_segment_durations_mode accurate;
        vod_ignore_edit_list on;
        vod_segment_duration 10000;
        vod_hls_mpegts_align_frames off;
        vod_hls_mpegts_interleave_frames on;
        # file handle caching / aio
        open_file_cache max=1000 inactive=5m;
        open_file_cache_valid 2m;
        open_file_cache_min_uses 1;
        open_file_cache_errors on;
        aio on;
        # https://github.com/kaltura/nginx-vod-module#vod_open_file_thread_pool
        vod_open_file_thread_pool default;
        # vod caches
        vod_metadata_cache metadata_cache 512m;
        vod_mapping_cache mapping_cache 5m 10m;
        # gzip manifests
        gzip on;
        gzip_types application/vnd.apple.mpegurl;
        location /vod/ {
            aio threads;
            vod hls;
            secure_token $args;
            secure_token_types application/vnd.apple.mpegurl;
            add_header Cache-Control "no-store";
            expires off;
        }
        location /stream/ {
            add_header Cache-Control "no-store";
            expires off;
            types {
                application/dash+xml mpd;
                application/vnd.apple.mpegurl m3u8;
                video/mp2t ts;
                image/jpeg jpg;
            }
            root /tmp;
        }
        location /clips/ {
            types {
                video/mp4 mp4;
                image/jpeg jpg;
            }
            autoindex on;
            root /media/frigate;
        }
        location /cache/ {
            internal; # This tells nginx it's not accessible from the outside
            alias /tmp/cache/;
        }
        location /recordings/ {
            types {
                video/mp4 mp4;
            }
            autoindex on;
            autoindex_format json;
            root /media/frigate;
        }
        location /exports/ {
            types {
                video/mp4 mp4;
            }
            autoindex on;
            autoindex_format json;
            root /media/frigate;
        }
        location /ws {
            proxy_pass http://mqtt_ws/;
            include proxy.conf;
        }
        location /live/jsmpeg/ {
            proxy_pass http://jsmpeg/;
            include proxy.conf;
        }
        location /live/mse/ {
            proxy_pass http://go2rtc/;
            include proxy.conf;
        }
        location /live/webrtc/ {
            proxy_pass http://go2rtc/;
            include proxy.conf;
        }
        location ~* /api/go2rtc([/]?.*)$ {
            proxy_pass http://go2rtc;
            rewrite ^/api/go2rtc(.*)$ /api$1 break;
            include proxy.conf;
        }
        location ~* /api/.*\.(jpg|jpeg|png)$ {
            rewrite ^/api/(.*)$ $1 break;
            proxy_pass http://frigate_api;
            include proxy.conf;
        }
        location /api/ {
            add_header Cache-Control "no-store";
            expires off;
            proxy_pass http://frigate_api/;
            include proxy.conf;
            location /api/stats {
                access_log off;
                rewrite ^/api/(.*)$ $1 break;
                proxy_pass http://frigate_api;
                include proxy.conf;
            }
            location /api/version {
                access_log off;
                rewrite ^/api/(.*)$ $1 break;
                proxy_pass http://frigate_api;
                include proxy.conf;
            }
        }
        location / {
            add_header Cache-Control "no-store";
            expires off;
            location /assets/ {
                access_log off;
                expires 1y;
                add_header Cache-Control "public";
            }
            sub_filter 'href="/BASE_PATH/' 'href="$http_x_ingress_path/';
            sub_filter 'url(/BASE_PATH/' 'url($http_x_ingress_path/';
            sub_filter '"/BASE_PATH/dist/' '"$http_x_ingress_path/dist/';
            sub_filter '"/BASE_PATH/js/' '"$http_x_ingress_path/js/';
            sub_filter '"/BASE_PATH/assets/' '"$http_x_ingress_path/assets/';
            sub_filter '"/BASE_PATH/monacoeditorwork/' '"$http_x_ingress_path/assets/';
            sub_filter 'return"/BASE_PATH/"' 'return window.baseUrl';
            sub_filter '<body>' '<body><script>window.baseUrl="$http_x_ingress_path/";</script>';
            sub_filter_types text/css application/javascript;
            sub_filter_once off;
            root /opt/frigate/web;
            try_files $uri $uri/ /index.html;
        }
    }
 }
 rtmp {
    server {
        listen 1935;
        chunk_size 4096;
        allow publish 127.0.0.1;
        deny publish all;
        allow play all;
        application live {
            live on;
            record off;
            meta copy;
        }
    }
 }
--- a/docker/main/rootfs/usr/local/nginx/conf/proxy.conf
+++ b/docker/main/rootfs/usr/local/nginx/conf/proxy.conf
@@ -0,0 +1,4 @@
 proxy_http_version 1.1;
 proxy_set_header Upgrade $http_upgrade;
 proxy_set_header Connection "Upgrade";
 proxy_set_header Host $host;
--- a/docker/rpi/Dockerfile
+++ b/docker/rpi/Dockerfile
@@ -0,0 +1,16 @@
 # syntax=docker/dockerfile:1.4
 # https://askubuntu.com/questions/972516/debian-frontend-environment-variable
 ARG DEBIAN_FRONTEND=noninteractive
 FROM deps AS rpi-deps
 ARG TARGETARCH
 RUN rm -rf /usr/lib/btbn-ffmpeg/
 # Install dependencies
 RUN --mount=type=bind,source=docker/rpi/install_deps.sh,target=/deps/install_deps.sh \
    /deps/install_deps.sh
 WORKDIR /opt/frigate/
 COPY --from=rootfs / /
--- a/docker/rpi/install_deps.sh
+++ b/docker/rpi/install_deps.sh
@@ -0,0 +1,30 @@
 #!/bin/bash
 set -euxo pipefail
 apt-get -qq update
 apt-get -qq install --no-install-recommends -y \
    apt-transport-https \
    gnupg \
    wget \
    procps vainfo \
    unzip locales tzdata libxml2 xz-utils \
    python3-pip \
    curl \
    jq \
    nethogs
 mkdir -p -m 600 /root/.gnupg
 # enable non-free repo
 sed -i -e's/ main/ main contrib non-free/g' /etc/apt/sources.list
 # ffmpeg -> arm64
 if [[ "${TARGETARCH}" == "arm64" ]]; then
    # add raspberry pi repo
    gpg --no-default-keyring --keyring /usr/share/keyrings/raspbian.gpg --keyserver keyserver.ubuntu.com --recv-keys 82B129927FA3303E
    echo "deb [signed-by=/usr/share/keyrings/raspbian.gpg] https://archive.raspberrypi.org/debian/ bullseye main" | tee /etc/apt/sources.list.d/raspi.list
    apt-get -qq update
    apt-get -qq install --no-install-recommends --no-install-suggests -y ffmpeg
 fi
--- a/docker/rpi/rpi.hcl
+++ b/docker/rpi/rpi.hcl
@@ -0,0 +1,20 @@
 target deps {
  dockerfile = "docker/main/Dockerfile"
  platforms = ["linux/arm64"]
  target = "deps"
 }
 target rootfs {
  dockerfile = "docker/main/Dockerfile"
  platforms = ["linux/arm64"]
  target = "rootfs"
 }
 target rpi {
  dockerfile = "docker/rpi/Dockerfile"
  contexts = {
    deps = "target:deps",
    rootfs = "target:rootfs"
  }
  platforms = ["linux/arm64"]
 }
--- a/docker/rpi/rpi.mk
+++ b/docker/rpi/rpi.mk
@@ -0,0 +1,10 @@
 BOARDS += rpi
 local-rpi: version
 	docker buildx bake --load --file=docker/rpi/rpi.hcl --set rpi.tags=frigate:latest-rpi rpi
 build-rpi: version
 	docker buildx bake --file=docker/rpi/rpi.hcl --set rpi.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-rpi rpi
 push-rpi: build-rpi
 	docker buildx bake --push --file=docker/rpi/rpi.hcl --set rpi.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-rpi rpi
--- a/docker/tensorrt/Dockerfile.amd64
+++ b/docker/tensorrt/Dockerfile.amd64
@@ -0,0 +1,32 @@
 # syntax=docker/dockerfile:1.4
 # https://askubuntu.com/questions/972516/debian-frontend-environment-variable
 ARG DEBIAN_FRONTEND=noninteractive
 # Make this a separate target so it can be built/cached optionally
 FROM wheels as trt-wheels
 ARG DEBIAN_FRONTEND
 ARG TARGETARCH
 # Add TensorRT wheels to another folder
 COPY docker/tensorrt/requirements-amd64.txt /requirements-tensorrt.txt
 RUN mkdir -p /trt-wheels && pip3 wheel --wheel-dir=/trt-wheels -r /requirements-tensorrt.txt
 FROM tensorrt-base AS frigate-tensorrt
 ENV TRT_VER=8.5.3
 RUN --mount=type=bind,from=trt-wheels,source=/trt-wheels,target=/deps/trt-wheels \
    pip3 install -U /deps/trt-wheels/*.whl && \
    ldconfig
 WORKDIR /opt/frigate/
 COPY --from=rootfs / /
 # Dev Container w/ TRT
 FROM devcontainer AS devcontainer-trt
 COPY --from=trt-deps /usr/local/lib/libyolo_layer.so /usr/local/lib/libyolo_layer.so
 COPY --from=trt-deps /usr/local/src/tensorrt_demos /usr/local/src/tensorrt_demos
 COPY docker/tensorrt/detector/rootfs/ /
 COPY --from=trt-deps /usr/local/lib/libyolo_layer.so /usr/local/lib/libyolo_layer.so
 RUN --mount=type=bind,from=trt-wheels,source=/trt-wheels,target=/deps/trt-wheels \
    pip3 install -U /deps/trt-wheels/*.whl
--- a/docker/tensorrt/Dockerfile.arm64
+++ b/docker/tensorrt/Dockerfile.arm64
@@ -0,0 +1,79 @@
 # syntax=docker/dockerfile:1.4
 # https://askubuntu.com/questions/972516/debian-frontend-environment-variable
 ARG DEBIAN_FRONTEND=noninteractive
 ARG BASE_IMAGE
 FROM ${BASE_IMAGE} AS build-wheels
 ARG DEBIAN_FRONTEND
 # Use a separate container to build wheels to prevent build dependencies in final image
 RUN apt-get -qq update \
    && apt-get -qq install -y --no-install-recommends \
       python3.9 python3.9-dev \
       wget build-essential cmake git \
    && rm -rf /var/lib/apt/lists/*
 # Ensure python3 defaults to python3.9
 RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.9 1
 RUN wget -q https://bootstrap.pypa.io/get-pip.py -O get-pip.py \
    && python3 get-pip.py "pip"
 FROM build-wheels AS trt-wheels
 ARG DEBIAN_FRONTEND
 ARG TARGETARCH
 # python-tensorrt build deps are 3.4 GB!
 RUN apt-get update \
    && apt-get install -y ccache cuda-cudart-dev-* cuda-nvcc-* libnvonnxparsers-dev libnvparsers-dev libnvinfer-plugin-dev \
    && ([ -e /usr/local/cuda ] || ln -s /usr/local/cuda-* /usr/local/cuda) \
    && rm -rf /var/lib/apt/lists/*;
 # Determine version of tensorrt already installed in base image, e.g. "Version: 8.4.1-1+cuda11.4"
 RUN NVINFER_VER=$(dpkg -s libnvinfer8 | grep -Po "Version: \K.*") \
    && echo $NVINFER_VER | grep -Po "^\d+\.\d+\.\d+" > /etc/TENSORRT_VER
 RUN --mount=type=bind,source=docker/tensorrt/detector/build_python_tensorrt.sh,target=/deps/build_python_tensorrt.sh \
    --mount=type=cache,target=/root/.ccache \
    export PATH="/usr/lib/ccache:$PATH" CCACHE_DIR=/root/.ccache CCACHE_MAXSIZE=2G \
    && TENSORRT_VER=$(cat /etc/TENSORRT_VER) /deps/build_python_tensorrt.sh
 COPY docker/tensorrt/requirements-arm64.txt /requirements-tensorrt.txt
 RUN pip3 wheel --wheel-dir=/trt-wheels -r /requirements-tensorrt.txt
 FROM build-wheels AS trt-model-wheels
 ARG DEBIAN_FRONTEND
 RUN apt-get update \
    && apt-get install -y protobuf-compiler libprotobuf-dev \
    && rm -rf /var/lib/apt/lists/*
 RUN --mount=type=bind,source=docker/tensorrt/requirements-models-arm64.txt,target=/requirements-tensorrt-models.txt \
    pip3 wheel --wheel-dir=/trt-model-wheels -r /requirements-tensorrt-models.txt
 FROM wget AS jetson-ffmpeg
 ARG DEBIAN_FRONTEND
 ENV CCACHE_DIR /root/.ccache
 ENV CCACHE_MAXSIZE 2G
 RUN --mount=type=bind,source=docker/tensorrt/build_jetson_ffmpeg.sh,target=/deps/build_jetson_ffmpeg.sh \
    --mount=type=cache,target=/root/.ccache \
    /deps/build_jetson_ffmpeg.sh
 # Frigate w/ TensorRT for NVIDIA Jetson platforms
 FROM tensorrt-base AS frigate-tensorrt
 RUN apt-get update \
    && apt-get install -y python-is-python3 libprotobuf17  \
    && rm -rf /var/lib/apt/lists/*
 RUN rm -rf /usr/lib/btbn-ffmpeg/
 COPY --from=jetson-ffmpeg /rootfs /
 COPY --from=trt-wheels /etc/TENSORRT_VER /etc/TENSORRT_VER
 RUN --mount=type=bind,from=trt-wheels,source=/trt-wheels,target=/deps/trt-wheels \
    --mount=type=bind,from=trt-model-wheels,source=/trt-model-wheels,target=/deps/trt-model-wheels \
    pip3 install -U /deps/trt-wheels/*.whl /deps/trt-model-wheels/*.whl \
    && ldconfig
 WORKDIR /opt/frigate/
 COPY --from=rootfs / /
--- a/docker/tensorrt/Dockerfile.base
+++ b/docker/tensorrt/Dockerfile.base
@@ -0,0 +1,29 @@
 # syntax=docker/dockerfile:1.6
 # https://askubuntu.com/questions/972516/debian-frontend-environment-variable
 ARG DEBIAN_FRONTEND=noninteractive
 ARG TRT_BASE=nvcr.io/nvidia/tensorrt:23.03-py3
 # Build TensorRT-specific library
 FROM ${TRT_BASE} AS trt-deps
 RUN apt-get update \
    && apt-get install -y git build-essential cuda-nvcc-* cuda-nvtx-* libnvinfer-dev libnvinfer-plugin-dev libnvparsers-dev libnvonnxparsers-dev \
    && rm -rf /var/lib/apt/lists/*
 RUN --mount=type=bind,source=docker/tensorrt/detector/tensorrt_libyolo.sh,target=/tensorrt_libyolo.sh \
    /tensorrt_libyolo.sh
 # Frigate w/ TensorRT Support as separate image
 FROM deps AS tensorrt-base
 #Disable S6 Global timeout
 ENV S6_CMD_WAIT_FOR_SERVICES_MAXTIME=0
 COPY --from=trt-deps /usr/local/lib/libyolo_layer.so /usr/local/lib/libyolo_layer.so
 COPY --from=trt-deps /usr/local/src/tensorrt_demos /usr/local/src/tensorrt_demos
 COPY docker/tensorrt/detector/rootfs/ /
 ENV YOLO_MODELS="yolov7-320"
 HEALTHCHECK --start-period=600s --start-interval=5s --interval=15s --timeout=5s --retries=3 \
    CMD curl --fail --silent --show-error http://127.0.0.1:5000/api/version || exit 1
--- a/Show More
+++ b/Show More