fix: Missing link to go2rtc' logging doc (#16606)

Updated the link to go2rtc docs for logging configuration.

.cspell/frigate-dictionary.txt

@@ -0,0 +1,316 @@
+aarch
+absdiff
+airockchip
+Alloc
+alpr
+Amcrest
+amdgpu
+analyzeduration
+Annke
+apexcharts
+arange
+argmax
+argmin
+argpartition
+ascontiguousarray
+astype
+authelia
+authentik
+autodetected
+automations
+autotrack
+autotracked
+autotracker
+autotracking
+balena
+Beelink
+BGRA
+BHWC
+blackshear
+blakeblackshear
+bottombar
+buildx
+castable
+cdist
+Celeron
+cgroups
+chipset
+chromadb
+Chromecast
+cmdline
+codeowner
+CODEOWNERS
+codeproject
+colormap
+colorspace
+comms
+coro
+ctypeslib
+CUDA
+Cuvid
+Dahua
+datasheet
+debconf
+deci
+deepstack
+defragment
+devcontainer
+DEVICEMAP
+discardcorrupt
+dpkg
+dsize
+dtype
+ECONNRESET
+edgetpu
+facenet
+fastapi
+faststart
+fflags
+ffprobe
+fillna
+flac
+foscam
+fourcc
+framebuffer
+fregate
+frégate
+fromarray
+frombuffer
+frontdoor
+fstype
+fullchain
+fullscreen
+genai
+generativeai
+genpts
+getpid
+gpuload
+HACS
+Hailo
+hass
+hconcat
+healthcheck
+hideable
+Hikvision
+homeassistant
+homekit
+homography
+hsize
+hstack
+httpx
+hwaccel
+hwdownload
+hwmap
+hwupload
+iloc
+imagestream
+imdecode
+imencode
+imread
+imutils
+imwrite
+interp
+iostat
+iotop
+itemsize
+Jellyfin
+jetson
+jetsons
+jina
+jinaai
+joserfc
+jsmpeg
+jsonify
+Kalman
+keepalive
+keepdims
+labelmap
+letsencrypt
+levelname
+LIBAVFORMAT
+libedgetpu
+libnvinfer
+libva
+libwebp
+libx
+libyolo
+linalg
+localzone
+logpipe
+Loryta
+lstsq
+lsusb
+markupsafe
+maxsplit
+MEMHOSTALLOC
+memlimit
+meshgrid
+metadatas
+migraphx
+minilm
+mjpeg
+mkfifo
+mobiledet
+mobilenet
+modelpath
+mosquitto
+mountpoint
+movflags
+mpegts
+mqtt
+mse
+msenc
+namedtuples
+nbytes
+nchw
+ndarray
+ndimage
+nethogs
+newaxis
+nhwc
+NOBLOCK
+nobuffer
+nokey
+NONBLOCK
+noninteractive
+noprint
+Norfair
+nptype
+NTSC
+numpy
+nvenc
+nvhost
+nvml
+nvmpi
+ollama
+onnx
+onnxruntime
+onvif
+ONVIF
+openai
+opencv
+openvino
+OWASP
+paddleocr
+paho
+passwordless
+popleft
+posthog
+postprocess
+poweroff
+preexec
+probesize
+protobuf
+pstate
+psutil
+pubkey
+putenv
+pycache
+pydantic
+pyobj
+pysqlite
+pytz
+pywebpush
+qnap
+quantisation
+Radeon
+radeonsi
+radeontop
+rawvideo
+rcond
+RDONLY
+rebranded
+referer
+reindex
+Reolink
+restream
+restreamed
+restreaming
+rkmpp
+rknn
+rkrga
+rockchip
+rocm
+rocminfo
+rootfs
+rtmp
+RTSP
+ruamel
+scroller
+setproctitle
+setpts
+shms
+SIGUSR
+skylake
+sleeptime
+SNDMORE
+socs
+sqliteq
+sqlitevecq
+ssdlite
+statm
+stimeout
+stylelint
+subclassing
+substream
+superfast
+surveillance
+svscan
+Swipeable
+sysconf
+tailscale
+Tapo
+tensorrt
+tflite
+thresholded
+timelapse
+tmpfs
+tobytes
+toggleable
+traefik
+tzlocal
+Ubiquiti
+udev
+udevadm
+ultrafast
+unichip
+unidecode
+Unifi
+unixepoch
+unraid
+unreviewed
+userdata
+usermod
+uvicorn
+vaapi
+vainfo
+variations
+vbios
+vconcat
+vitb
+vstream
+vsync
+wallclock
+webp
+webpush
+webrtc
+websockets
+webui
+werkzeug
+workdir
+WRONLY
+wsgirefserver
+wsgiutils
+wsize
+xaddr
+xmaxs
+xmins
+XPUB
+XSUB
+ymaxs
+ymins
+yolo
+yolonas
+yolox
+zeep
+zerolatency

.devcontainer/devcontainer.json

@@ -0,0 +1,94 @@
+{
+  "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": [8971, 5000, 5001, 5173, 8554, 8555],
+  "portsAttributes": {
+    "8971": {
+      "label": "External NGINX",
+      "onAutoForward": "silent"
+    },
+    "5000": {
+      "label": "Internal NGINX",
+      "onAutoForward": "silent"
+    },
+    "5001": {
+      "label": "Frigate API",
+      "onAutoForward": "silent"
+    },
+    "5173": {
+      "label": "Vite Server",
+      "onAutoForward": "silent"
+    },
+    "8554": {
+      "label": "gortc RTSP",
+      "onAutoForward": "silent"
+    },
+    "8555": {
+      "label": "go2rtc WebRTC",
+      "onAutoForward": "silent"
+    }
+  },
+  "customizations": {
+    "vscode": {
+      "extensions": [
+        "ms-python.python",
+        "ms-python.vscode-pylance",
+        "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",
+        "charliermarsh.ruff",
+        "eamodio.gitlens"
+      ],
+      "settings": {
+        "remote.autoForwardPorts": false,
+        "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": "charliermarsh.ruff",
+          "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"]
+      }
+    }
+  }
+}

.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

.devcontainer/post_create.sh

@@ -0,0 +1,30 @@
+#!/bin/bash
+
+set -euxo pipefail
+
+# Cleanup the old github host key
+if [[ -f ~/.ssh/known_hosts ]]; then
+  # Add new github host key
+  sed -i -e '/AAAAB3NzaC1yc2EAAAABIwAAAQEAq2A7hRGmdnm9tUDbO9IDSwBK6TbQa+PXYPCPy6rbTrTtw7PHkccKrpp0yVhp5HdEIcKr6pLlVDBfOLX9QUsyCOV0wzfjIJNlGEYsdlLJizHhbn2mUjvSAHQqZETYP81eFzLQNnPHt4EVVUh7VfDESU84KezmD5QlWpXLmvU31\/yMf+Se8xhHTvKSCZIFImWwoG6mbUoWf9nzpIoaSjB+weqqUUmpaaasXVal72J+UX2B+2RPW3RcT0eOzQgqlJL3RKrTJvdsjE3JEAvGq3lGHSZXy28G3skua2SmVi\/w4yCE6gbODqnTWlg7+wC604ydGXA8VJiS5ap43JXiUFFAaQ==/d' ~/.ssh/known_hosts
+  curl -L https://api.github.com/meta | jq -r '.ssh_keys | .[]' | \
+    sed -e 's/^/github.com /' >> ~/.ssh/known_hosts
+fi
+
+# 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=$(/usr/lib/ffmpeg/7.0/bin/ffmpeg -version | grep -Po "libavformat\W+\K\d+")' >> $HOME/.bashrc
+
+make version
+
+cd web
+
+npm install
+
+npm run build

.dockerignore

@@ -1 +1,16 @@
-README.md
+README.md
+docs/
+.gitignore
+debug
+config/
+*.pyc
+.git
+core
+*.mp4
+*.jpg
+*.db
+*.ts
+
+web/dist/
+web/node_modules/
+web/.npm

.github/DISCUSSION_TEMPLATE/camera-support.yml

@@ -0,0 +1,138 @@
+title: "[Camera Support]: "
+labels: ["support", "triage"]
+body:
+  - type: markdown
+    attributes:
+      value: |
+        Use this form for support or questions for an issue with your cameras.
+
+        Before submitting your support request, please [search the discussions][discussions], read the [official Frigate documentation][docs], and read the [Frigate FAQ][faq] pinned at the Discussion page to see if your question has already been answered by the community.
+
+        [discussions]: https://www.github.com/blakeblackshear/frigate/discussions
+        [docs]: https://docs.frigate.video
+        [faq]: https://github.com/blakeblackshear/frigate/discussions/12724
+  - 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 System page in the Web UI. Please include the full version including the build identifier (eg. 0.14.0-ea36ds1)
+    validations:
+      required: true
+  - type: input
+    attributes:
+      label: What browser(s) are you using?
+      placeholder: Google Chrome 88.0.4324.150
+      description: >
+        Provide the full name and don't forget to add the version!
+  - 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: frigatelogs
+    attributes:
+      label: Relevant Frigate log output
+      description: Please copy and paste any relevant Frigate log output. Include logs before and after your exact error when possible. This will be automatically formatted into code, so no need for backticks.
+      render: shell
+    validations:
+      required: true
+  - type: textarea
+    id: go2rtclogs
+    attributes:
+      label: Relevant go2rtc log output
+      description: Please copy and paste any relevant go2rtc log output. Include logs before and after your exact error when possible. Logs can be viewed via the Frigate UI, Docker, or the go2rtc dashboard. 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>` from within the Frigate container if possible, 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
+        - Proxmox via Docker
+        - Proxmox via TTeck Script
+        - Windows WSL2
+    validations:
+      required: true
+  - type: dropdown
+    id: object-detector
+    attributes:
+      label: Object Detector
+      options:
+        - Coral
+        - OpenVino
+        - TensorRT
+        - RKNN
+        - 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: screenshots
+    attributes:
+      label: Screenshots of the Frigate UI's System metrics pages
+      description: Drag and drop for images is possible in this field. Please post screenshots of at least General and Cameras tabs.
+    validations:
+      required: true
+  - type: textarea
+    id: other
+    attributes:
+      label: Any other information that may be helpful

.github/DISCUSSION_TEMPLATE/config-support.yml

@@ -0,0 +1,113 @@
+title: "[Config Support]: "
+labels: ["support", "triage"]
+body:
+  - type: markdown
+    attributes:
+      value: |
+        Use this form for support or questions related to Frigate's configuration and config file.
+
+        Before submitting your support request, please [search the discussions][discussions], read the [official Frigate documentation][docs], and read the [Frigate FAQ][faq] pinned at the Discussion page to see if your question has already been answered by the community.
+
+        [discussions]: https://www.github.com/blakeblackshear/frigate/discussions
+        [docs]: https://docs.frigate.video
+        [faq]: https://github.com/blakeblackshear/frigate/discussions/12724
+  - 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 System page in the Web UI. Please include the full version including the build identifier (eg. 0.14.0-ea36ds1)
+    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: frigatelogs
+    attributes:
+      label: Relevant Frigate log output
+      description: Please copy and paste any relevant Frigate log output. Include logs before and after your exact error when possible. This will be automatically formatted into code, so no need for backticks.
+      render: shell
+    validations:
+      required: true
+  - type: textarea
+    id: go2rtclogs
+    attributes:
+      label: Relevant go2rtc log output
+      description: Please copy and paste any relevant go2rtc log output. Include logs before and after your exact error when possible. 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
+        - Proxmox via Docker
+        - Proxmox via TTeck Script
+        - Windows WSL2
+    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: dropdown
+    id: object-detector
+    attributes:
+      label: Object Detector
+      options:
+        - Coral
+        - OpenVino
+        - TensorRT
+        - RKNN
+        - Other
+        - CPU (no coral)
+    validations:
+      required: true
+  - type: textarea
+    id: screenshots
+    attributes:
+      label: Screenshots of the Frigate UI's System metrics pages
+      description: Drag and drop or simple cut/paste is possible in this field
+  - type: textarea
+    id: other
+    attributes:
+      label: Any other information that may be helpful

.github/DISCUSSION_TEMPLATE/detector-support.yml

@@ -0,0 +1,87 @@
+title: "[Detector Support]: "
+labels: ["support", "triage"]
+body:
+  - type: markdown
+    attributes:
+      value: |
+        Use this form for support or questions related to Frigate's object detectors.
+
+        Before submitting your support request, please [search the discussions][discussions], read the [official Frigate documentation][docs], and read the [Frigate FAQ][faq] pinned at the Discussion page to see if your question has already been answered by the community.
+
+        [discussions]: https://www.github.com/blakeblackshear/frigate/discussions
+        [docs]: https://docs.frigate.video
+        [faq]: https://github.com/blakeblackshear/frigate/discussions/12724
+  - 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 System page in the Web UI. Please include the full version including the build identifier (eg. 0.14.0-ea36ds1)
+    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: frigatelogs
+    attributes:
+      label: Relevant Frigate log output
+      description: Please copy and paste any relevant Frigate log output. Include logs before and after your exact error when possible. This will be automatically formatted into code, so no need for backticks.
+      render: shell
+    validations:
+      required: true
+  - type: dropdown
+    id: install-method
+    attributes:
+      label: Install method
+      options:
+        - HassOS Addon
+        - Docker Compose
+        - Docker CLI
+        - Proxmox via Docker
+        - Proxmox via TTeck Script
+        - Windows WSL2
+    validations:
+      required: true
+  - type: dropdown
+    id: object-detector
+    attributes:
+      label: Object Detector
+      options:
+        - Coral
+        - OpenVino
+        - TensorRT
+        - RKNN
+        - Other
+        - CPU (no coral)
+    validations:
+      required: true
+  - type: textarea
+    id: screenshots
+    attributes:
+      label: Screenshots of the Frigate UI's System metrics pages
+      description: Drag and drop for images is possible in this field. Please post screenshots of at least General and Cameras tabs.
+    validations:
+      required: true
+  - type: textarea
+    id: other
+    attributes:
+      label: Any other information that may be helpful

.github/DISCUSSION_TEMPLATE/general-support.yml

@@ -0,0 +1,130 @@
+title: "[Support]: "
+labels: ["support", "triage"]
+body:
+  - type: markdown
+    attributes:
+      value: |
+        Use this form for support for issues that don't fall into any specific category.
+
+        Before submitting your support request, please [search the discussions][discussions], read the [official Frigate documentation][docs], and read the [Frigate FAQ][faq] pinned at the Discussion page to see if your question has already been answered by the community.
+
+        [discussions]: https://www.github.com/blakeblackshear/frigate/discussions
+        [docs]: https://docs.frigate.video
+        [faq]: https://github.com/blakeblackshear/frigate/discussions/12724
+  - 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 System page in the Web UI. Please include the full version including the build identifier (eg. 0.14.0-ea36ds1)
+    validations:
+      required: true
+  - type: input
+    attributes:
+      label: What browser(s) are you using?
+      placeholder: Google Chrome 88.0.4324.150
+      description: >
+        Provide the full name and don't forget to add the version!
+  - 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: frigatelogs
+    attributes:
+      label: Relevant Frigate log output
+      description: Please copy and paste any relevant Frigate log output. Include logs before and after your exact error when possible. This will be automatically formatted into code, so no need for backticks.
+      render: shell
+    validations:
+      required: true
+  - type: textarea
+    id: go2rtclogs
+    attributes:
+      label: Relevant go2rtc log output
+      description: Please copy and paste any relevant go2rtc log output. Include logs before and after your exact error when possible. Logs can be viewed via the Frigate UI, Docker, or the go2rtc dashboard. 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>` from within the Frigate container if possible, 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: install-method
+    attributes:
+      label: Install method
+      options:
+        - HassOS Addon
+        - Docker Compose
+        - Docker CLI
+        - Proxmox via Docker
+        - Proxmox via TTeck Script
+        - Windows WSL2
+    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: dropdown
+    id: object-detector
+    attributes:
+      label: Object Detector
+      options:
+        - Coral
+        - OpenVino
+        - TensorRT
+        - RKNN
+        - 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: screenshots
+    attributes:
+      label: Screenshots of the Frigate UI's System metrics pages
+      description: Drag and drop for images is possible in this field
+  - type: textarea
+    id: other
+    attributes:
+      label: Any other information that may be helpful

.github/DISCUSSION_TEMPLATE/hardware-acceleration-support.yml

@@ -0,0 +1,120 @@
+title: "[HW Accel Support]: "
+labels: ["support", "triage"]
+body:
+  - type: markdown
+    attributes:
+      value: |
+        Use this form to submit a support request for hardware acceleration issues.
+
+        Before submitting your support request, please [search the discussions][discussions], read the [official Frigate documentation][docs], and read the [Frigate FAQ][faq] pinned at the Discussion page to see if your question has already been answered by the community.
+
+        [discussions]: https://www.github.com/blakeblackshear/frigate/discussions
+        [docs]: https://docs.frigate.video
+        [faq]: https://github.com/blakeblackshear/frigate/discussions/12724
+  - 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 System page in the Web UI. Please include the full version including the build identifier (eg. 0.14.0-ea36ds1)
+    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: frigatelogs
+    attributes:
+      label: Relevant Frigate log output
+      description: Please copy and paste any relevant Frigate log output. Include logs before and after your exact error when possible. This will be automatically formatted into code, so no need for backticks.
+      render: shell
+    validations:
+      required: true
+  - type: textarea
+    id: go2rtclogs
+    attributes:
+      label: Relevant go2rtc log output
+      description: Please copy and paste any relevant go2rtc log output. Include logs before and after your exact error when possible. Logs can be viewed via the Frigate UI, Docker, or the go2rtc dashboard. 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>` from within the Frigate container if possible, and provide output below
+      render: shell
+    validations:
+      required: true
+  - type: dropdown
+    id: install-method
+    attributes:
+      label: Install method
+      options:
+        - HassOS Addon
+        - Docker Compose
+        - Docker CLI
+        - Proxmox via Docker
+        - Proxmox via TTeck Script
+        - Windows WSL2
+    validations:
+      required: true
+  - type: dropdown
+    id: object-detector
+    attributes:
+      label: Object Detector
+      options:
+        - Coral
+        - OpenVino
+        - TensorRT
+        - RKNN
+        - 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: screenshots
+    attributes:
+      label: Screenshots of the Frigate UI's System metrics pages
+      description: Drag and drop for images is possible in this field. Please post screenshots of at least General and Cameras tabs.
+    validations:
+      required: true
+  - type: textarea
+    id: other
+    attributes:
+      label: Any other information that may be helpful

.github/DISCUSSION_TEMPLATE/question.yml

@@ -0,0 +1,21 @@
+title: "[Question]: "
+labels: ["question"]
+body:
+  - type: markdown
+    attributes:
+      value: |
+        Use this form for questions you have about Frigate.
+
+        Before submitting your question, please [search the discussions][discussions], read the [official Frigate documentation][docs], and read the [Frigate FAQ][faq] pinned at the Discussion page to see if your question has already been answered by the community.
+
+        **If you are looking for support, start a new discussion and use a support category.**
+
+        [discussions]: https://www.github.com/blakeblackshear/frigate/discussions
+        [docs]: https://docs.frigate.video
+        [faq]: https://github.com/blakeblackshear/frigate/discussions/12724
+  - type: textarea
+    id: description
+    attributes:
+      label: "What is your question?"
+    validations:
+      required: true

.github/DISCUSSION_TEMPLATE/report-a-bug.yml

@@ -0,0 +1,146 @@
+title: "[Bug]: "
+labels: ["bug", "triage"]
+body:
+  - type: markdown
+    attributes:
+      value: |
+        Use this form to submit a reproducible bug in Frigate or Frigate's UI.
+
+        Before submitting your bug report, please [search the discussions][discussions], look at recent open and closed [pull requests][prs], read the [official Frigate documentation][docs], and read the [Frigate FAQ][faq] pinned at the Discussion page to see if your bug has already been fixed by the developers or reported by the community.
+
+        **If you are unsure if your issue is actually a bug or not, please submit a support request first.**
+
+        [discussions]: https://www.github.com/blakeblackshear/frigate/discussions
+        [prs]: https://www.github.com/blakeblackshear/frigate/pulls
+        [docs]: https://docs.frigate.video
+        [faq]: https://github.com/blakeblackshear/frigate/discussions/12724
+  - type: checkboxes
+    attributes:
+      label: Checklist
+      description: Please verify that you've followed these steps
+      options:
+        - label: I have updated to the latest available Frigate version.
+          required: true
+        - label: I have cleared the cache of my browser.
+          required: true
+        - label: I have tried a different browser to see if it is related to my browser.
+          required: true
+        - label: I have tried reproducing the issue in [incognito mode](https://www.computerworld.com/article/1719851/how-to-go-incognito-in-chrome-firefox-safari-and-edge.html) to rule out problems with any third party extensions or plugins I have installed.
+  - type: textarea
+    id: description
+    attributes:
+      label: Describe the problem you are having
+      description: Provide a clear and concise description of what the bug is.
+    validations:
+      required: true
+  - type: textarea
+    id: steps
+    attributes:
+      label: Steps to reproduce
+      description: |
+        Please tell us exactly how to reproduce your issue.
+        Provide clear and concise step by step instructions and add code snippets if needed.
+      value: |
+        1.
+        2.
+        3.
+        ...
+    validations:
+      required: true
+  - type: input
+    id: version
+    attributes:
+      label: Version
+      description: Visible on the System page in the Web UI. Please include the full version including the build identifier (eg. 0.14.0-ea36ds1)
+    validations:
+      required: true
+  - type: input
+    attributes:
+      label: In which browser(s) are you experiencing the issue with?
+      placeholder: Google Chrome 88.0.4324.150
+      description: >
+        Provide the full name and don't forget to add the version!
+  - 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: frigatelogs
+    attributes:
+      label: Relevant Frigate log output
+      description: Please copy and paste any relevant Frigate log output. Include logs before and after your exact error when possible. This will be automatically formatted into code, so no need for backticks.
+      render: shell
+    validations:
+      required: true
+  - type: textarea
+    id: go2rtclogs
+    attributes:
+      label: Relevant go2rtc log output
+      description: Please copy and paste any relevant go2rtc log output. Include logs before and after your exact error when possible. Logs can be viewed via the Frigate UI, Docker, or the go2rtc dashboard. 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: 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: screenshots
+    attributes:
+      label: Screenshots of the Frigate UI's System metrics pages
+      description: Drag and drop for images is possible in this field. Please post screenshots of all tabs.
+    validations:
+      required: true
+  - type: textarea
+    id: other
+    attributes:
+      label: Any other information that may be helpful

.github/FUNDING.yml

@@ -0,0 +1,4 @@
+github:
+  - blakeblackshear
+  - NickM-27
+  - hawkeye217

.github/ISSUE_TEMPLATE/config.yml

@@ -0,0 +1,8 @@
+blank_issues_enabled: false
+contact_links:
+  - name: Frigate Support
+    url: https://github.com/blakeblackshear/frigate/discussions/new/choose
+    about: Get support for setting up or troubleshooting Frigate.
+  - name: Frigate Bug Report
+    url: https://github.com/blakeblackshear/frigate/discussions/new/choose
+    about: Report a specific UI or backend bug.

.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.

.github/actions/setup/action.yml

@@ -0,0 +1,50 @@
+name: 'Setup'
+description: 'Set up QEMU and Buildx'
+inputs:
+  GITHUB_TOKEN:
+    required: true
+outputs:
+  image-name:
+    value: ghcr.io/${{ steps.lowercaseRepo.outputs.lowercase }}:${{ steps.create-short-sha.outputs.SHORT_SHA }}
+  cache-name:
+    value: ghcr.io/${{ steps.lowercaseRepo.outputs.lowercase }}:cache
+runs:
+  using: "composite"
+  steps:
+    # Stop docker so we can mount more space at /var/lib/docker
+    - name: Stop docker
+      run: sudo systemctl stop docker
+      shell: bash
+    # This creates a virtual volume at /var/lib/docker to maximize the size
+    # As of 2/14/2024, this results in 97G for docker images
+    - name: Maximize build space
+      uses: easimon/maximize-build-space@master
+      with:
+        remove-dotnet: 'true'
+        remove-android: 'true'
+        remove-haskell: 'true'
+        remove-codeql: 'true'
+        build-mount-path: '/var/lib/docker'
+    - name: Start docker
+      run: sudo systemctl start docker
+      shell: bash
+    - id: lowercaseRepo
+      uses: ASzc/change-string-case-action@v5
+      with:
+        string: ${{ github.repository }}
+    - name: Set up QEMU
+      uses: docker/setup-qemu-action@v3
+    - name: Set up Docker Buildx
+      uses: docker/setup-buildx-action@v3
+    - 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

.github/dependabot.yml

@@ -0,0 +1,40 @@
+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: "pip"
+    directory: "/docker/tensorrt"
+    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
+    allow:
+      - dependency-name: "@docusaurus/*"
+    open-pull-requests-limit: 10
+    target-branch: dev

.github/pull_request_template.md

@@ -0,0 +1,32 @@
+## Proposed change
+<!--
+  Describe what this pull request does and how it will benefit users of Frigate.
+  Please describe in detail any considerations, breaking changes, etc. that are 
+  made in this pull request.
+-->
+
+
+## Type of change
+
+- [ ] Dependency upgrade
+- [ ] Bugfix (non-breaking change which fixes an issue)
+- [ ] New feature
+- [ ] Breaking change (fix/feature causing existing functionality to break)
+- [ ] Code quality improvements to existing code
+- [ ] Documentation Update
+
+## Additional information
+
+- This PR fixes or closes issue: fixes #
+- This PR is related to issue: 
+
+## Checklist
+
+<!--
+  Put an `x` in the boxes that apply.
+-->
+
+- [ ] The code change is tested and works locally.
+- [ ] Local tests pass. **Your PR cannot be merged unless tests pass**
+- [ ] There is no commented out code in this PR.
+- [ ] The code has been formatted using Ruff (`ruff format frigate`)

.github/workflows/ci.yml

@@ -0,0 +1,231 @@
+name: CI
+
+on:
+  workflow_dispatch:
+  push:
+    branches:
+      - dev
+      - master
+    paths-ignore:
+      - "docs/**"
+
+# 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-22.04
+    name: AMD64 Build
+    steps:
+      - name: Check out code
+        uses: actions/checkout@v4
+        with:
+          persist-credentials: false
+      - 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
+  arm64_build:
+    runs-on: ubuntu-22.04
+    name: ARM Build
+    steps:
+      - name: Check out code
+        uses: actions/checkout@v4
+        with:
+          persist-credentials: false
+      - 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@v6
+        with:
+          source: .
+          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:
+    if: false
+    runs-on: ubuntu-22.04
+    name: Jetson Jetpack 4
+    steps:
+      - name: Check out code
+        uses: actions/checkout@v4
+        with:
+          persist-credentials: false
+      - name: Set up QEMU and Buildx
+        id: setup
+        uses: ./.github/actions/setup
+        with:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      - name: Build and push TensorRT (Jetson, Jetpack 4)
+        env:
+          ARCH: arm64
+          BASE_IMAGE: timongentzsch/l4t-ubuntu20-opencv:latest
+          SLIM_BASE: timongentzsch/l4t-ubuntu20-opencv:latest
+          TRT_BASE: timongentzsch/l4t-ubuntu20-opencv:latest
+        uses: docker/bake-action@v6
+        with:
+          source: .
+          push: true
+          targets: tensorrt
+          files: docker/tensorrt/trt.hcl
+          set: |
+            tensorrt.tags=${{ 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:
+    if: false
+    runs-on: ubuntu-22.04
+    name: Jetson Jetpack 5
+    steps:
+      - name: Check out code
+        uses: actions/checkout@v4
+        with:
+          persist-credentials: false
+      - name: Set up QEMU and Buildx
+        id: setup
+        uses: ./.github/actions/setup
+        with:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      - name: Build and push TensorRT (Jetson, Jetpack 5)
+        env:
+          ARCH: arm64
+          BASE_IMAGE: nvcr.io/nvidia/l4t-tensorrt:r8.5.2-runtime
+          SLIM_BASE: nvcr.io/nvidia/l4t-tensorrt:r8.5.2-runtime
+          TRT_BASE: nvcr.io/nvidia/l4t-tensorrt:r8.5.2-runtime
+        uses: docker/bake-action@v6
+        with:
+          source: .
+          push: true
+          targets: tensorrt
+          files: docker/tensorrt/trt.hcl
+          set: |
+            tensorrt.tags=${{ 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
+  amd64_extra_builds:
+    runs-on: ubuntu-22.04
+    name: AMD64 Extra Build
+    needs:
+      - amd64_build
+    steps:
+      - name: Check out code
+        uses: actions/checkout@v4
+        with:
+          persist-credentials: false
+      - name: Set up QEMU and Buildx
+        id: setup
+        uses: ./.github/actions/setup
+        with:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      - name: Build and push TensorRT (x86 GPU)
+        env:
+          COMPUTE_LEVEL: "50 60 70 80 90"
+        uses: docker/bake-action@v6
+        with:
+          source: .
+          push: true
+          targets: tensorrt
+          files: docker/tensorrt/trt.hcl
+          set: |
+            tensorrt.tags=${{ 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
+      - name: AMD/ROCm general build
+        env:
+          AMDGPU: gfx
+          HSA_OVERRIDE: 0
+        uses: docker/bake-action@v6
+        with:
+          source: .
+          push: true
+          targets: rocm
+          files: docker/rocm/rocm.hcl
+          set: |
+            rocm.tags=${{ steps.setup.outputs.image-name }}-rocm
+            *.cache-from=type=gha
+  arm64_extra_builds:
+    runs-on: ubuntu-22.04
+    name: ARM Extra Build
+    needs:
+      - arm64_build
+    steps:
+      - name: Check out code
+        uses: actions/checkout@v4
+        with:
+          persist-credentials: false
+      - name: Set up QEMU and Buildx
+        id: setup
+        uses: ./.github/actions/setup
+        with:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      - name: Build and push Rockchip build
+        uses: docker/bake-action@v6
+        with:
+          source: .
+          push: true
+          targets: rk
+          files: docker/rockchip/rk.hcl
+          set: |
+            rk.tags=${{ steps.setup.outputs.image-name }}-rk
+            *.cache-from=type=gha
+  # 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-22.04
+    name: Assemble and push default build
+    needs:
+      - amd64_build
+      - arm64_build
+    steps:
+      - id: lowercaseRepo
+        uses: ASzc/change-string-case-action@v6
+        with:
+          string: ${{ github.repository }}
+      - name: Log in to the Container registry
+        uses: docker/login-action@9780b0c442fbb1117ed29e0efdff1e18412f7567
+        with:
+          registry: ghcr.io
+          username: ${{ github.actor }}
+          password: ${{ secrets.GITHUB_TOKEN }}
+      - name: Create short sha
+        run: echo "SHORT_SHA=${GITHUB_SHA::7}" >> $GITHUB_ENV
+      - uses: int128/docker-manifest-create-action@v2
+        with:
+          tags: ghcr.io/${{ steps.lowercaseRepo.outputs.lowercase }}:${{ env.SHORT_SHA }}
+          sources: |
+            ghcr.io/${{ steps.lowercaseRepo.outputs.lowercase }}:${{ env.SHORT_SHA }}-amd64
+            ghcr.io/${{ steps.lowercaseRepo.outputs.lowercase }}:${{ env.SHORT_SHA }}-rpi

.github/workflows/pull_request.yml

@@ -0,0 +1,118 @@
+name: On pull request
+
+on:
+  pull_request:
+    paths-ignore:
+      - "docs/**"
+
+env:
+  DEFAULT_PYTHON: 3.11
+
+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
+        with:
+          persist-credentials: false
+      - 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
+        with:
+          persist-credentials: false
+      - 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
+        with:
+          persist-credentials: false
+      - uses: actions/setup-node@master
+        with:
+          node-version: 20.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
+        with:
+          persist-credentials: false
+      - name: Set up Python ${{ env.DEFAULT_PYTHON }}
+        uses: actions/setup-python@v5.3.0
+        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 formatting
+        run: |
+          ruff format --check --diff frigate migrations docker *.py
+      - name: Check lint
+        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
+        with:
+          persist-credentials: false
+      - 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

.github/workflows/release.yml

@@ -0,0 +1,52 @@
+name: On release
+
+on:
+  workflow_dispatch:
+  release:
+    types: [published]
+
+jobs:
+  release:
+    runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          persist-credentials: false
+      - id: lowercaseRepo
+        uses: ASzc/change-string-case-action@v6
+        with:
+          string: ${{ github.repository }}
+      - name: Log in to the Container registry
+        uses: docker/login-action@9780b0c442fbb1117ed29e0efdff1e18412f7567
+        with:
+          registry: ghcr.io
+          username: ${{ github.actor }}
+          password: ${{ secrets.GITHUB_TOKEN }}
+      - name: Create tag variables
+        env:
+          TAG: ${{ github.ref_name }}
+          LOWERCASE_REPO: ${{ steps.lowercaseRepo.outputs.lowercase }}
+        run: |
+          BUILD_TYPE=$([[ "${TAG}" =~ ^v[0-9]+\.[0-9]+\.[0-9]+$ ]] && echo "stable" || echo "beta")
+          echo "BUILD_TYPE=${BUILD_TYPE}" >> $GITHUB_ENV
+          echo "BASE=ghcr.io/${LOWERCASE_REPO}" >> $GITHUB_ENV
+          echo "BUILD_TAG=${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}:${CLEAN_VERSION}
+          STABLE_TAG=${BASE}:stable
+          PULL_TAG=${BASE}:${BUILD_TAG}
+          docker run --rm -v $HOME/.docker/config.json:/config.json quay.io/skopeo/stable:latest copy --authfile /config.json --multi-arch all docker://${PULL_TAG} docker://${VERSION_TAG}
+          for variant in standard-arm64 tensorrt tensorrt-jp4 tensorrt-jp5 rk h8l rocm; do
+            docker run --rm -v $HOME/.docker/config.json:/config.json quay.io/skopeo/stable:latest copy --authfile /config.json --multi-arch all docker://${PULL_TAG}-${variant} docker://${VERSION_TAG}-${variant}
+          done
+
+          # stable tag
+          if [[ "${BUILD_TYPE}" == "stable" ]]; then
+            docker run --rm -v $HOME/.docker/config.json:/config.json quay.io/skopeo/stable:latest copy --authfile /config.json --multi-arch all docker://${PULL_TAG} docker://${STABLE_TAG}
+            for variant in standard-arm64 tensorrt tensorrt-jp4 tensorrt-jp5 rk h8l rocm; do
+              docker run --rm -v $HOME/.docker/config.json:/config.json quay.io/skopeo/stable:latest copy --authfile /config.json --multi-arch all docker://${PULL_TAG}-${variant} docker://${STABLE_TAG}-${variant}
+            done
+          fi

.github/workflows/stale.yml

@@ -0,0 +1,42 @@
+# 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
+        env:
+          STALE_OUTPUT: ${{ join(steps.stale.outputs.*, ',') }}
+        run: echo "$STALE_OUTPUT"
+
+  # clean_ghcr:
+  #   name: Delete outdated dev container images
+  #   runs-on: ubuntu-latest
+  #   steps:
+  #     - name: Delete old images
+  #       uses: snok/container-retention-policy@v2
+  #       with:
+  #         image-names: dev-*
+  #         cut-off: 60 days ago UTC
+  #         keep-at-least: 5
+  #         account-type: personal
+  #         token: ${{ secrets.GITHUB_TOKEN }}
+  #         token-type: github-token

.gitignore

@@ -1,2 +1,21 @@
-*.pyc 
+.DS_Store
+__pycache__
+.mypy_cache
+*.swp
 debug
+.vscode/*
+!.vscode/launch.json
+config/*
+!config/*.example
+models
+*.mp4
+*.db
+*.csv
+frigate/version.py
+web/build
+web/node_modules
+web/coverage
+core
+!/web/**/*.ts
+.idea/*
+.ipynb_checkpoints

.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

.vscode/launch.json

@@ -0,0 +1,11 @@
+{
+  "version": "0.2.0",
+  "configurations": [
+    {
+      "name": "Python: Launch Frigate",
+      "type": "debugpy",
+      "request": "launch",
+      "module": "frigate"
+    }
+  ]
+}

CODEOWNERS

@@ -0,0 +1,7 @@
+# Community-supported boards
+/docker/tensorrt/ @madsciencetist @NateMeyer
+/docker/tensorrt/*arm64* @madsciencetist
+/docker/tensorrt/*jetson* @madsciencetist
+/docker/rockchip/ @MarcA711
+/docker/rocm/ @harakas
+/docker/hailo8l/ @spanner3003

Dockerfile

@@ -1,107 +0,0 @@
-FROM ubuntu:16.04
-
-# Install system packages
-RUN apt-get -qq update && apt-get -qq install --no-install-recommends -y python3 \ 
- python3-dev \
- python-pil \
- python-lxml \
- python-tk \
- build-essential \
- cmake \ 
- git \ 
- libgtk2.0-dev \ 
- pkg-config \ 
- libavcodec-dev \ 
- libavformat-dev \ 
- libswscale-dev \ 
- libtbb2 \
- libtbb-dev \ 
- libjpeg-dev \
- libpng-dev \
- libtiff-dev \
- libjasper-dev \
- libdc1394-22-dev \
- x11-apps \
- wget \
- vim \
- ffmpeg \
- unzip \
- libusb-1.0-0-dev \
- python3-setuptools \
- python3-numpy \
- zlib1g-dev \
- libgoogle-glog-dev \
- swig \
- libunwind-dev \
- libc++-dev \
- libc++abi-dev \
- build-essential \
- && rm -rf /var/lib/apt/lists/* 
-
-# Install core packages 
-RUN wget -q -O /tmp/get-pip.py --no-check-certificate https://bootstrap.pypa.io/get-pip.py && python3 /tmp/get-pip.py
-RUN  pip install -U pip \
- numpy \
- pillow \
- matplotlib \
- notebook \
- Flask \
- imutils \
- paho-mqtt \
- PyYAML
-
-# Install tensorflow models object detection
-RUN GIT_SSL_NO_VERIFY=true git clone -q https://github.com/tensorflow/models /usr/local/lib/python3.5/dist-packages/tensorflow/models
-RUN wget -q -P /usr/local/src/ --no-check-certificate https://github.com/google/protobuf/releases/download/v3.5.1/protobuf-python-3.5.1.tar.gz
-
-# Download & build protobuf-python
-RUN cd /usr/local/src/ \
- && tar xf protobuf-python-3.5.1.tar.gz \
- && rm protobuf-python-3.5.1.tar.gz \
- && cd /usr/local/src/protobuf-3.5.1/ \
- && ./configure \
- && make \
- && make install \
- && ldconfig \
- && rm -rf /usr/local/src/protobuf-3.5.1/
-
-# Download & build OpenCV
-RUN wget -q -P /usr/local/src/ --no-check-certificate https://github.com/opencv/opencv/archive/4.0.1.zip
-RUN cd /usr/local/src/ \
- && unzip 4.0.1.zip \
- && rm 4.0.1.zip \
- && cd /usr/local/src/opencv-4.0.1/ \
- && mkdir build \
- && cd /usr/local/src/opencv-4.0.1/build \ 
- && cmake -D CMAKE_INSTALL_TYPE=Release -D CMAKE_INSTALL_PREFIX=/usr/local/ .. \
- && make -j4 \
- && make install \
- && rm -rf /usr/local/src/opencv-4.0.1
-
-# Download and install EdgeTPU libraries
-RUN wget -q -O edgetpu_api.tar.gz --no-check-certificate http://storage.googleapis.com/cloud-iot-edge-pretrained-models/edgetpu_api.tar.gz
-
-RUN tar xzf edgetpu_api.tar.gz \
-  && cd python-tflite-source \
-  && cp -p libedgetpu/libedgetpu_x86_64.so /lib/x86_64-linux-gnu/libedgetpu.so \
-  && cp edgetpu/swig/compiled_so/_edgetpu_cpp_wrapper_x86_64.so edgetpu/swig/_edgetpu_cpp_wrapper.so \
-  && cp edgetpu/swig/compiled_so/edgetpu_cpp_wrapper.py edgetpu/swig/ \
-  && python3 setup.py develop --user
-
-# Minimize image size 
-RUN (apt-get autoremove -y; \
-     apt-get autoclean -y)
-
-# symlink the model and labels
-RUN ln -s /python-tflite-source/edgetpu/test_data/mobilenet_ssd_v2_coco_quant_postprocess_edgetpu.tflite /frozen_inference_graph.pb
-RUN ln -s /python-tflite-source/edgetpu/test_data/coco_labels.txt /label_map.pbtext
-
-# Set TF object detection available
-ENV PYTHONPATH "$PYTHONPATH:/usr/local/lib/python3.5/dist-packages/tensorflow/models/research:/usr/local/lib/python3.5/dist-packages/tensorflow/models/research/slim"
-RUN cd /usr/local/lib/python3.5/dist-packages/tensorflow/models/research && protoc object_detection/protos/*.proto --python_out=.
-
-WORKDIR /opt/frigate/
-ADD frigate frigate/
-COPY detect_objects.py .
-
-CMD ["python3", "-u", "detect_objects.py"]

LICENSE

@@ -1,661 +1,21 @@
-                    GNU AFFERO GENERAL PUBLIC LICENSE
-                       Version 3, 19 November 2007
-
- Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/>
- Everyone is permitted to copy and distribute verbatim copies
- of this license document, but changing it is not allowed.
-
-                            Preamble
-
-  The GNU Affero General Public License is a free, copyleft license for
-software and other kinds of works, specifically designed to ensure
-cooperation with the community in the case of network server 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,
-our General Public Licenses are intended to guarantee your freedom to
-share and change all versions of a program--to make sure it remains free
-software for all its users.
-
-  When we speak of free software, we are referring to freedom, not
-price.  Our General Public Licenses are designed to make sure that you
-have the freedom to distribute copies of free software (and charge for
-them if you wish), that you receive source code or can get it if you
-want it, that you can change the software or use pieces of it in new
-free programs, and that you know you can do these things.
-
-  Developers that use our General Public Licenses protect your rights
-with two steps: (1) assert copyright on the software, and (2) offer
-you this License which gives you legal permission to copy, distribute
-and/or modify the software.
-
-  A secondary benefit of defending all users' freedom is that
-improvements made in alternate versions of the program, if they
-receive widespread use, become available for other developers to
-incorporate.  Many developers of free software are heartened and
-encouraged by the resulting cooperation.  However, in the case of
-software used on network servers, this result may fail to come about.
-The GNU General Public License permits making a modified version and
-letting the public access it on a server without ever releasing its
-source code to the public.
-
-  The GNU Affero General Public License is designed specifically to
-ensure that, in such cases, the modified source code becomes available
-to the community.  It requires the operator of a network server to
-provide the source code of the modified version running there to the
-users of that server.  Therefore, public use of a modified version, on
-a publicly accessible server, gives the public access to the source
-code of the modified version.
-
-  An older license, called the Affero General Public License and
-published by Affero, was designed to accomplish similar goals.  This is
-a different license, not a version of the Affero GPL, but Affero has
-released a new version of the Affero GPL which permits relicensing under
-this license.
-
-  The precise terms and conditions for copying, distribution and
-modification follow.
-
-                       TERMS AND CONDITIONS
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-For more information on this, and how to apply and follow the GNU AGPL, see
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+The MIT License
+
+Copyright (c) 2020 Blake Blackshear
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

Makefile

@@ -0,0 +1,53 @@
+default_target: local
+
+COMMIT_HASH := $(shell git log -1 --pretty=format:"%h"|tail -1)
+VERSION = 0.16.0
+IMAGE_REPO ?= ghcr.io/blakeblackshear/frigate
+GITHUB_REF_NAME ?= $(shell git rev-parse --abbrev-ref HEAD)
+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 --file docker/main/Dockerfile . \
+		--tag frigate:latest \
+		--load
+
+amd64:
+	docker buildx build --target=frigate --file docker/main/Dockerfile . \
+		--tag $(IMAGE_REPO):$(VERSION)-$(COMMIT_HASH) \
+		--platform linux/amd64
+
+arm64:
+	docker buildx build --target=frigate --file docker/main/Dockerfile . \
+		--tag $(IMAGE_REPO):$(VERSION)-$(COMMIT_HASH) \
+		--platform linux/arm64
+
+build: version amd64 arm64
+	docker buildx build --target=frigate --file docker/main/Dockerfile . \
+		--tag $(IMAGE_REPO):$(VERSION)-$(COMMIT_HASH) \
+		--platform linux/arm64/v8,linux/amd64
+
+push: push-boards
+	docker buildx build --target=frigate --file docker/main/Dockerfile . \
+		--tag $(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH) \
+		--platform linux/arm64/v8,linux/amd64 \
+		--push
+
+run: local
+	docker run --rm --publish=5000:5000 --volume=${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

README.md

@@ -1,98 +1,50 @@
-# Frigate - Realtime Object Detection for RTSP Cameras
-**Note:** This version requires the use of a [Google Coral USB Accelerator](https://coral.withgoogle.com/products/accelerator/)
+<p align="center">
+  <img align="center" alt="logo" src="docs/static/img/frigate.png">
+</p>
 
-Uses OpenCV and Tensorflow to perform realtime object detection locally for RTSP cameras. Designed for integration with HomeAssistant or others via MQTT.
+# Frigate - NVR With Realtime Object Detection for IP Cameras
 
-- Leverages multiprocessing and threads heavily with an emphasis on realtime over processing every frame
-- Allows you to define specific regions (squares) in the image to look for objects
-- No motion detection (for now)
-- Object detection with Tensorflow runs in a separate thread
-- Object info is published over MQTT for integration into HomeAssistant as a binary sensor
-- An endpoint is available to view an MJPEG stream for debugging
+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.
 
-![Diagram](diagram.png)
+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.
 
-## Example video (from older version)
-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")
+- 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 separate processes for maximum FPS
+- Communicates over MQTT for easy integration into other systems
+- 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
 
-## Getting Started
-Build the container with
-```
-docker build -t frigate .
-```
+## Documentation
 
-The `mobilenet_ssd_v2_coco_quant_postprocess_edgetpu.tflite` model is included and used by default. You can use your own model and labels by mounting files in the container at `/frozen_inference_graph.pb` and `/label_map.pbtext`. Models must be compatible with the Coral according to [this](https://coral.withgoogle.com/models/).
+View the documentation at https://docs.frigate.video
 
-Run the container with
-```
-docker run --rm \
---privileged \
--v /dev/bus/usb:/dev/bus/usb \
--v <path_to_config_dir>:/config:ro \
--p 5000:5000 \
--e RTSP_PASSWORD='password' \
-frigate:latest
-```
+## Donations
 
-Example docker-compose:
-```
-  frigate:
-    container_name: frigate
-    restart: unless-stopped
-    privileged: true
-    image: frigate:latest
-    volumes:
-      - /dev/bus/usb:/dev/bus/usb
-      - <path_to_config>:/config
-    ports:
-      - "5000:5000"
-    environment:
-      RTSP_PASSWORD: "password"
-```
+If you would like to make a donation to support development, please use [Github Sponsors](https://github.com/sponsors/blakeblackshear).
 
-A `config.yml` file must exist in the `config` directory. See example [here](config/config.yml).
+## Screenshots
 
-Access the mjpeg stream at `http://localhost:5000/<camera_name>` and the best person snapshot at `http://localhost:5000/<camera_name>/best_person.jpg`
+### Live dashboard
+<div>
+<img width="800" alt="Live dashboard" src="https://github.com/blakeblackshear/frigate/assets/569905/5e713cb9-9db5-41dc-947a-6937c3bc376e">
+</div>
 
-## Integration with HomeAssistant
-```
-camera:
-  - name: Camera Last Person
-    platform: generic
-    still_image_url: http://<ip>:5000/<camera_name>/best_person.jpg
+### Streamlined review workflow
+<div>
+<img width="800" alt="Streamlined review workflow" src="https://github.com/blakeblackshear/frigate/assets/569905/6fed96e8-3b18-40e5-9ddc-31e6f3c9f2ff">
+</div>
 
-sensor:
-  - name: Camera Person
-    platform: mqtt
-    state_topic: "frigate/<camera_name>/objects"
-    value_template: '{{ value_json.person }}'
-    device_class: moving
-    availability_topic: "frigate/available"
-```
+### Multi-camera scrubbing
+<div>
+<img width="800" alt="Multi-camera scrubbing" src="https://github.com/blakeblackshear/frigate/assets/569905/d6788a15-0eeb-4427-a8d4-80b93cae3d74">
+</div>
 
-## Tips
-- Lower the framerate of the RTSP feed on the camera to reduce the CPU usage for capturing the feed
-
-## Future improvements
-- [x] Remove motion detection for now
-- [x] Try running object detection in a thread rather than a process
-- [x] Implement min person size again
-- [x] Switch to a config file
-- [x] Handle multiple cameras in the same container
-- [ ] Attempt to figure out coral symlinking
-- [ ] Add object list to config with min scores for mqtt
-- [ ] Move mjpeg encoding to a separate process
-- [ ] Simplify motion detection (check entire image against mask, resize instead of gaussian blur)
-- [ ] See if motion detection is even worth running
-- [ ] Scan for people across entire image rather than specfic regions
-- [ ] Dynamically resize detection area and follow people
-- [ ] Add ability to turn detection on and off via MQTT
-- [ ] Output movie clips of people for notifications, etc.
-- [ ] Integrate with homeassistant push camera
-- [ ] Merge bounding boxes that span multiple regions
-- [ ] Implement mode to save labeled objects for training
-- [ ] Try and reduce CPU usage by simplifying the tensorflow model to just include the objects we care about
-- [ ] Look into GPU accelerated decoding of RTSP stream
-- [ ] Send video over a socket and use JSMPEG
-- [x] Look into neural compute stick
+### Built-in mask and zone editor
+<div>
+<img width="800" alt="Multi-camera scrubbing" src="https://github.com/blakeblackshear/frigate/assets/569905/d7885fc3-bfe6-452f-b7d0-d957cb3e31f5">
+</div>

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

benchmark.py

@@ -0,0 +1,109 @@
+import datetime
+import multiprocessing as mp
+from statistics import mean
+
+import numpy as np
+
+import frigate.util as util
+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 = LocalObjectDetector()
+# tensor_input = np.expand_dims(np.full((300,300,3), 0, np.uint8), axis=0)
+
+# start = datetime.datetime.now().timestamp()
+
+# frame_times = []
+# for x in range(0, 1000):
+#   start_frame = datetime.datetime.now().timestamp()
+
+#   tensor_input[:] = my_frame
+#   detections = object_detector.detect_raw(tensor_input)
+#   parsed_detections = []
+#   for d in detections:
+#       if d[1] < 0.4:
+#           break
+#       parsed_detections.append((
+#           labels[int(d[0])],
+#           float(d[1]),
+#           (d[2], d[3], d[4], d[5])
+#       ))
+#   frame_times.append(datetime.datetime.now().timestamp()-start_frame)
+
+# duration = datetime.datetime.now().timestamp()-start
+# 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
+######
+# event = mp.Event()
+# detection_queue = mp.Queue()
+# edgetpu_process = EdgeTPUProcess(detection_queue, {'1': event}, 'usb:0')
+
+# start(1, 1000, edgetpu_process.detection_queue, event)
+# print(f"Average raw inference speed: {edgetpu_process.avg_inference_speed.value*1000:.2f}ms")
+
+####
+# Multiple camera processes
+####
+camera_processes = []
+
+events = {}
+for x in range(0, 10):
+    events[str(x)] = mp.Event()
+detection_queue = mp.Queue()
+edgetpu_process_1 = ObjectDetectProcess(
+    detection_queue, events, DetectorTypeEnum.edgetpu, "usb:0"
+)
+edgetpu_process_2 = ObjectDetectProcess(
+    detection_queue, events, DetectorTypeEnum.edgetpu, "usb:1"
+)
+
+for x in range(0, 10):
+    camera_process = util.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()
+
+for p in camera_processes:
+    p.join()
+
+duration = datetime.datetime.now().timestamp() - start_time
+print(f"Total - Processed for {duration:.2f} seconds.")

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()

config/config.yml

@@ -1,29 +0,0 @@
-web_port: 5000
-
-mqtt:
-  host: mqtt.server.com
-  topic_prefix: frigate
-
-cameras:
-  back:
-    rtsp:
-      user: viewer
-      host: 10.0.10.10
-      port: 554
-      # values that begin with a "$" will be replaced with environment variable
-      password: $RTSP_PASSWORD
-      path: /cam/realmonitor?channel=1&subtype=2
-    mask: back-mask.bmp
-    regions:
-      - size: 350
-        x_offset: 0
-        y_offset: 300
-        min_person_area: 5000
-      - size: 400
-        x_offset: 350
-        y_offset: 250
-        min_person_area: 2000
-      - size: 400
-        x_offset: 750
-        y_offset: 250
-        min_person_area: 2000

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

cspell.json

@@ -0,0 +1,22 @@
+{
+  "version": "0.2",
+  "ignorePaths": [
+    "Dockerfile",
+    "Dockerfile.*",
+    "CMakeLists.txt",
+    "*.db",
+    "node_modules",
+    "__pycache__",
+    "dist",
+    "/audio-labelmap.txt"
+  ],
+  "language": "en",
+  "dictionaryDefinitions": [
+    {
+      "name": "frigate-dictionary",
+      "path": "./.cspell/frigate-dictionary.txt",
+      "addWords": true
+    }
+  ],
+  "dictionaries": ["frigate-dictionary"]
+}

detect_objects.py

@@ -1,90 +0,0 @@
-import cv2
-import time
-import queue
-import yaml
-import numpy as np
-from flask import Flask, Response, make_response
-import paho.mqtt.client as mqtt
-
-from frigate.video import Camera
-from frigate.object_detection import PreppedQueueProcessor
-
-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')
-
-WEB_PORT = CONFIG.get('web_port', 5000)
-DEBUG = (CONFIG.get('debug', '0') == '1')
-
-def main():
-    # connect to mqtt and setup last will
-    def on_connect(client, userdata, flags, rc):
-        print("On connect called")
-        # publish a message to signal that the service is running
-        client.publish(MQTT_TOPIC_PREFIX+'/available', 'online', retain=True)
-    client = mqtt.Client()
-    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()
-    
-    # Queue for prepped frames, max size set to (number of cameras * 5)
-    max_queue_size = len(CONFIG['cameras'].items())*5
-    prepped_frame_queue = queue.Queue(max_queue_size)
-
-    cameras = {}
-    for name, config in CONFIG['cameras'].items():
-        cameras[name] = Camera(name, config, prepped_frame_queue, client, MQTT_TOPIC_PREFIX)
-
-    prepped_queue_processor = PreppedQueueProcessor(
-        cameras,
-        prepped_frame_queue
-    )
-    prepped_queue_processor.start()
-
-    for name, camera in cameras.items():
-        camera.start()
-        print("Capture process for {}: {}".format(name, camera.get_capture_pid()))
-
-    # create a flask app that encodes frames a mjpeg on demand
-    app = Flask(__name__)
-
-    @app.route('/<camera_name>/best_person.jpg')
-    def best_person(camera_name):
-        best_person_frame = cameras[camera_name].get_best_person()
-        if best_person_frame is None:
-            best_person_frame = np.zeros((720,1280,3), np.uint8)
-        ret, jpg = cv2.imencode('.jpg', best_person_frame)
-        response = make_response(jpg.tobytes())
-        response.headers['Content-Type'] = 'image/jpg'
-        return response
-
-    @app.route('/<camera_name>')
-    def mjpeg_feed(camera_name):
-        # return a multipart response
-        return Response(imagestream(camera_name),
-                        mimetype='multipart/x-mixed-replace; boundary=frame')
-
-    def imagestream(camera_name):
-        while True:
-            # max out at 5 FPS
-            time.sleep(0.2)
-            frame = cameras[camera_name].get_current_frame_with_objects()
-            # encode the image into a jpg
-            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.join()
-
-if __name__ == '__main__':
-    main()

docker-compose.yml

@@ -0,0 +1,41 @@
+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
+    ## Uncomment this block for nvidia gpu support
+    # deploy:
+    #       resources:
+    #           reservations:
+    #               devices:
+    #                   - driver: nvidia
+    #                     count: 1
+    #                     capabilities: [gpu]
+    environment:
+      YOLO_MODELS: ""
+    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"

docker/hailo8l/user_installation.sh

@@ -0,0 +1,49 @@
+#!/bin/bash
+
+# Update package list and install dependencies
+sudo apt-get update
+sudo apt-get install -y build-essential cmake git wget
+
+hailo_version="4.20.0"
+arch=$(uname -m)
+
+if [[ $arch == "x86_64" ]]; then
+    sudo apt install -y linux-headers-$(uname -r);
+else
+    sudo apt install -y linux-modules-extra-$(uname -r);
+fi
+
+# Clone the HailoRT driver repository
+git clone --depth 1 --branch v${hailo_version} https://github.com/hailo-ai/hailort-drivers.git
+
+# Build and install the HailoRT driver
+cd hailort-drivers/linux/pcie
+sudo make all
+sudo make install
+
+# Load the Hailo PCI driver
+sudo modprobe hailo_pci
+
+if [ $? -ne 0 ]; then
+  echo "Unable to load hailo_pci module, common reasons for this are:"
+  echo "- Key was rejected by service: Secure Boot is enabling disallowing install."
+  echo "- Permissions are not setup correctly."
+  exit 1
+fi
+
+# Download and install the firmware
+cd ../../
+./download_firmware.sh
+
+# verify the firmware folder is present
+if [ ! -d /lib/firmware/hailo ]; then
+  sudo mkdir /lib/firmware/hailo
+fi
+sudo mv hailo8_fw.*.bin /lib/firmware/hailo/hailo8_fw.bin
+
+# Install udev rules
+sudo cp ./linux/pcie/51-hailo-udev.rules /etc/udev/rules.d/
+sudo udevadm control --reload-rules && sudo udevadm trigger
+
+echo "HailoRT driver installation complete."
+echo "reboot your system to load the firmware!"

docker/main/Dockerfile

@@ -0,0 +1,298 @@
+# syntax=docker/dockerfile:1.6
+
+# https://askubuntu.com/questions/972516/debian-frontend-environment-variable
+ARG DEBIAN_FRONTEND=noninteractive
+
+ARG BASE_IMAGE=debian:12
+ARG SLIM_BASE=debian:12-slim
+
+FROM ${BASE_IMAGE} AS base
+
+FROM --platform=${BUILDPLATFORM} debian:12 AS base_host
+
+FROM ${SLIM_BASE} AS slim-base
+
+FROM slim-base AS wget
+ARG DEBIAN_FRONTEND
+RUN apt-get update \
+    && apt-get install -y wget xz-utils \
+    && rm -rf /var/lib/apt/lists/*
+WORKDIR /rootfs
+
+FROM base AS nginx
+ARG DEBIAN_FRONTEND
+ENV CCACHE_DIR /root/.ccache
+ENV CCACHE_MAXSIZE 2G
+
+# bind /var/cache/apt to tmpfs to speed up nginx build
+RUN --mount=type=tmpfs,target=/tmp --mount=type=tmpfs,target=/var/cache/apt \
+    --mount=type=bind,source=docker/main/build_nginx.sh,target=/deps/build_nginx.sh \
+    --mount=type=cache,target=/root/.ccache \
+    /deps/build_nginx.sh
+
+FROM wget AS sqlite-vec
+ARG DEBIAN_FRONTEND
+
+# Build sqlite_vec from source
+COPY docker/main/build_sqlite_vec.sh /deps/build_sqlite_vec.sh
+RUN --mount=type=tmpfs,target=/tmp --mount=type=tmpfs,target=/var/cache/apt \
+    --mount=type=bind,source=docker/main/build_sqlite_vec.sh,target=/deps/build_sqlite_vec.sh \
+    --mount=type=cache,target=/root/.ccache \
+    /deps/build_sqlite_vec.sh
+
+FROM scratch AS go2rtc
+ARG TARGETARCH
+WORKDIR /rootfs/usr/local/go2rtc/bin
+ADD --link --chmod=755 "https://github.com/AlexxIT/go2rtc/releases/download/v1.9.2/go2rtc_linux_${TARGETARCH}" go2rtc
+
+FROM wget AS tempio
+ARG TARGETARCH
+RUN --mount=type=bind,source=docker/main/install_tempio.sh,target=/deps/install_tempio.sh \
+    /deps/install_tempio.sh
+
+####
+#
+# OpenVino Support
+#
+# 1. Download and convert a model from Intel's Public Open Model Zoo
+#
+####
+# 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-dev python3-distutils gcc pkg-config libhdf5-dev \
+    && wget -q https://bootstrap.pypa.io/get-pip.py -O get-pip.py \
+    && python3 get-pip.py "pip" --break-system-packages \
+    && pip install --break-system-packages -r /requirements-ov.txt
+
+# Get OpenVino Model
+RUN --mount=type=bind,source=docker/main/build_ov_model.py,target=/build_ov_model.py \
+    mkdir /models && cd /models \
+    && wget http://download.tensorflow.org/models/object_detection/ssdlite_mobilenet_v2_coco_2018_05_09.tar.gz \
+    && tar -xvf ssdlite_mobilenet_v2_coco_2018_05_09.tar.gz \
+    && python3 /build_ov_model.py
+
+####
+#
+# Coral Compatibility
+#
+# Builds libusb without udev. Needed for synology and other devices with USB coral
+####
+# 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/ssdlite_mobilenet_v2.xml openvino-model/
+COPY --from=ov-converter /models/ssdlite_mobilenet_v2.bin 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 - https://www.kaggle.com/api/v1/models/google/yamnet/tfLite/classification-tflite/1/download | tar xvz && mv 1.tflite cpu_audio_model.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 wget \
+    && apt-get -qq update \
+    && apt-get -qq install -y \
+    python3 \
+    python3-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\
+    libtbbmalloc2 libtbb-dev libdc1394-dev libopenexr-dev \
+    libgstreamer-plugins-base1.0-dev libgstreamer1.0-dev \
+    # sqlite3 dependencies
+    tclsh \
+    # scipy dependencies
+    gcc gfortran libopenblas-dev liblapack-dev && \
+    rm -rf /var/lib/apt/lists/*
+
+RUN wget -q https://bootstrap.pypa.io/get-pip.py -O get-pip.py \
+    && python3 get-pip.py "pip" --break-system-packages
+
+COPY docker/main/requirements.txt /requirements.txt
+RUN pip3 install -r /requirements.txt --break-system-packages
+
+# Build pysqlite3 from source
+COPY docker/main/build_pysqlite3.sh /build_pysqlite3.sh
+RUN /build_pysqlite3.sh
+
+COPY docker/main/requirements-wheels.txt /requirements-wheels.txt
+RUN pip3 wheel --wheel-dir=/wheels -r /requirements-wheels.txt
+
+# Install HailoRT & Wheels
+RUN --mount=type=bind,source=docker/main/install_hailort.sh,target=/deps/install_hailort.sh \
+    /deps/install_hailort.sh
+
+# Collect deps in a single layer
+FROM scratch AS deps-rootfs
+COPY --from=nginx /usr/local/nginx/ /usr/local/nginx/
+COPY --from=sqlite-vec /usr/local/lib/ /usr/local/lib/
+COPY --from=go2rtc /rootfs/ /
+COPY --from=libusb-build /usr/local/lib /usr/local/lib
+COPY --from=tempio /rootfs/ /
+COPY --from=s6-overlay /rootfs/ /
+COPY --from=models /rootfs/ /
+COPY --from=wheels /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"
+
+# Disable tokenizer parallelism warning
+# https://stackoverflow.com/questions/62691279/how-to-disable-tokenizers-parallelism-true-false-warning/72926996#72926996
+ENV TOKENIZERS_PARALLELISM=true
+# https://github.com/huggingface/transformers/issues/27214
+ENV TRANSFORMERS_NO_ADVISORY_WARNINGS=1
+
+# Set OpenCV ffmpeg loglevel to fatal: https://ffmpeg.org/doxygen/trunk/log_8h.html
+ENV OPENCV_FFMPEG_LOGLEVEL=8
+
+ENV PATH="/usr/local/go2rtc/bin:/usr/local/tempio/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 --break-system-packages && \
+    pip3 install -U /deps/wheels/*.whl --break-system-packages
+
+COPY --from=deps-rootfs / /
+
+RUN ldconfig
+
+EXPOSE 5000
+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"
+# Do not fail on long-running download scripts
+ENV S6_CMD_WAIT_FOR_SERVICES_MAXTIME=0
+
+ENTRYPOINT ["/init"]
+CMD []
+
+HEALTHCHECK --start-period=300s --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 20
+RUN curl -SLO https://deb.nodesource.com/nsolid_setup_deb.sh && \
+    chmod 500 nsolid_setup_deb.sh && \
+    ./nsolid_setup_deb.sh 20 && \
+    apt-get install nodejs -y \
+    && rm -rf /var/lib/apt/lists/* \
+    && npm install -g npm@10
+
+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 --break-system-packages
+
+HEALTHCHECK NONE
+
+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:20 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 / /

docker/main/build_nginx.sh

@@ -0,0 +1,86 @@
+#!/bin/bash
+
+set -euxo pipefail
+
+NGINX_VERSION="1.25.3"
+VOD_MODULE_VERSION="1.31"
+SECURE_TOKEN_MODULE_VERSION="1.5"
+SET_MISC_MODULE_VERSION="v0.33"
+NGX_DEVEL_KIT_VERSION="v0.3.3"
+
+source /etc/os-release
+
+if [[ "$VERSION_ID" == "12" ]]; then
+    sed -i '/^Types:/s/deb/& deb-src/' /etc/apt/sources.list.d/debian.sources
+else
+    cp /etc/apt/sources.list /etc/apt/sources.list.d/sources-src.list
+    sed -i 's|deb http|deb-src http|g' /etc/apt/sources.list.d/sources-src.list
+fi
+
+apt-get update
+apt-get -yqq build-dep nginx
+
+apt-get -yqq install --no-install-recommends ca-certificates wget
+update-ca-certificates -f
+apt install -y ccache
+
+export PATH="/usr/lib/ccache:$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 ${SECURE_TOKEN_MODULE_VERSION}.tar.gz
+
+mkdir /tmp/ngx_devel_kit
+wget https://github.com/vision5/ngx_devel_kit/archive/refs/tags/${NGX_DEVEL_KIT_VERSION}.tar.gz
+tar -zxf ${NGX_DEVEL_KIT_VERSION}.tar.gz -C /tmp/ngx_devel_kit --strip-components=1
+rm ${NGX_DEVEL_KIT_VERSION}.tar.gz
+
+mkdir /tmp/nginx-set-misc-module
+wget https://github.com/openresty/set-misc-nginx-module/archive/refs/tags/${SET_MISC_MODULE_VERSION}.tar.gz
+tar -zxf ${SET_MISC_MODULE_VERSION}.tar.gz -C /tmp/nginx-set-misc-module --strip-components=1
+rm ${SET_MISC_MODULE_VERSION}.tar.gz
+
+cd /tmp/nginx
+
+./configure --prefix=/usr/local/nginx \
+    --with-file-aio \
+    --with-http_sub_module \
+    --with-http_ssl_module \
+    --with-http_auth_request_module \
+    --with-http_realip_module \
+    --with-threads \
+    --add-module=../ngx_devel_kit \
+    --add-module=../nginx-set-misc-module \
+    --add-module=../nginx-vod-module \
+    --add-module=../nginx-secure-token-module \
+    --with-cc-opt="-O3 -Wno-error=implicit-fallthrough"
+
+make CC="ccache gcc" -j$(nproc) && make install
+rm -rf /usr/local/nginx/html /usr/local/nginx/conf/*.default

docker/main/build_ov_model.py

@@ -0,0 +1,11 @@
+import openvino as ov
+from openvino.tools import mo
+
+ov_model = mo.convert_model(
+    "/models/ssdlite_mobilenet_v2_coco_2018_05_09/frozen_inference_graph.pb",
+    compress_to_fp16=True,
+    transformations_config="/usr/local/lib/python3.11/dist-packages/openvino/tools/mo/front/tf/ssd_v2_support.json",
+    tensorflow_object_detection_api_pipeline_config="/models/ssdlite_mobilenet_v2_coco_2018_05_09/pipeline.config",
+    reverse_input_channels=True,
+)
+ov.save_model(ov_model, "/models/ssdlite_mobilenet_v2.xml")

docker/main/build_pysqlite3.sh

@@ -0,0 +1,35 @@
+#!/bin/bash
+
+set -euxo pipefail
+
+SQLITE3_VERSION="96c92aba00c8375bc32fafcdf12429c58bd8aabfcadab6683e35bbb9cdebf19e" # 3.46.0
+PYSQLITE3_VERSION="0.5.3"
+
+# Fetch the source code for the latest release of Sqlite.
+if [[ ! -d "sqlite" ]]; then
+  wget https://www.sqlite.org/src/tarball/sqlite.tar.gz?r=${SQLITE3_VERSION} -O sqlite.tar.gz
+  tar xzf sqlite.tar.gz
+  cd sqlite/
+  LIBS="-lm" ./configure --disable-tcl --enable-tempstore=always
+  make sqlite3.c
+  cd ../
+  rm sqlite.tar.gz
+fi
+
+# Grab the pysqlite3 source code.
+if [[ ! -d "./pysqlite3" ]]; then
+  git clone https://github.com/coleifer/pysqlite3.git
+fi
+
+cd pysqlite3/
+git checkout ${PYSQLITE3_VERSION}
+
+# Copy the sqlite3 source amalgamation into the pysqlite3 directory so we can
+# create a self-contained extension module.
+cp "../sqlite/sqlite3.c" ./
+cp "../sqlite/sqlite3.h" ./
+
+# Create the wheel and put it in the /wheels dir.
+sed -i "s|name='pysqlite3-binary'|name=PACKAGE_NAME|g" setup.py
+python3 setup.py build_static
+pip3 wheel . -w /wheels

docker/main/build_sqlite_vec.sh

@@ -0,0 +1,38 @@
+#!/bin/bash
+
+set -euxo pipefail
+
+SQLITE_VEC_VERSION="0.1.3"
+
+source /etc/os-release
+
+if [[ "$VERSION_ID" == "12" ]]; then
+    sed -i '/^Types:/s/deb/& deb-src/' /etc/apt/sources.list.d/debian.sources
+else
+    cp /etc/apt/sources.list /etc/apt/sources.list.d/sources-src.list
+    sed -i 's|deb http|deb-src http|g' /etc/apt/sources.list.d/sources-src.list
+fi
+
+apt-get update
+apt-get -yqq build-dep sqlite3 gettext git
+
+mkdir /tmp/sqlite_vec
+# Grab the sqlite_vec source code.
+wget -nv https://github.com/asg017/sqlite-vec/archive/refs/tags/v${SQLITE_VEC_VERSION}.tar.gz
+tar -zxf v${SQLITE_VEC_VERSION}.tar.gz -C /tmp/sqlite_vec
+
+cd /tmp/sqlite_vec/sqlite-vec-${SQLITE_VEC_VERSION}
+
+mkdir -p vendor
+wget -O sqlite-amalgamation.zip https://www.sqlite.org/2024/sqlite-amalgamation-3450300.zip
+unzip sqlite-amalgamation.zip
+mv sqlite-amalgamation-3450300/* vendor/
+rmdir sqlite-amalgamation-3450300
+rm sqlite-amalgamation.zip
+
+# build loadable module
+make loadable
+
+# install it
+cp dist/vec0.* /usr/local/lib
+

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

docker/main/install_deps.sh

@@ -0,0 +1,108 @@
+#!/bin/bash
+
+set -euxo pipefail
+
+apt-get -qq update
+
+apt-get -qq install --no-install-recommends -y \
+    apt-transport-https \
+    gnupg \
+    wget \
+    lbzip2 \
+    procps vainfo \
+    unzip locales tzdata libxml2 xz-utils \
+    python3 \
+    python3-pip \
+    curl \
+    lsof \
+    jq \
+    nethogs \
+    libgl1 \
+    libglib2.0-0 \
+    libusb-1.0.0
+
+mkdir -p -m 600 /root/.gnupg
+
+# install coral runtime
+wget -q -O /tmp/libedgetpu1-max.deb "https://github.com/feranick/libedgetpu/releases/download/16.0TF2.17.0-1/libedgetpu1-max_16.0tf2.17.0-1.bookworm_${TARGETARCH}.deb"
+unset DEBIAN_FRONTEND
+yes | dpkg -i /tmp/libedgetpu1-max.deb && export DEBIAN_FRONTEND=noninteractive
+rm /tmp/libedgetpu1-max.deb
+
+# install python3 & tflite runtime
+if [[ "${TARGETARCH}" == "amd64" ]]; then
+    pip3 install --break-system-packages https://github.com/feranick/TFlite-builds/releases/download/v2.17.0/tflite_runtime-2.17.0-cp311-cp311-linux_x86_64.whl
+    pip3 install --break-system-packages https://github.com/feranick/pycoral/releases/download/2.0.2TF2.17.0/pycoral-2.0.2-cp311-cp311-linux_x86_64.whl
+fi
+
+if [[ "${TARGETARCH}" == "arm64" ]]; then
+    pip3 install --break-system-packages https://github.com/feranick/TFlite-builds/releases/download/v2.17.0/tflite_runtime-2.17.0-cp311-cp311-linux_aarch64.whl
+    pip3 install --break-system-packages https://github.com/feranick/pycoral/releases/download/2.0.2TF2.17.0/pycoral-2.0.2-cp311-cp311-linux_aarch64.whl
+fi
+
+# btbn-ffmpeg -> amd64
+if [[ "${TARGETARCH}" == "amd64" ]]; then
+    mkdir -p /usr/lib/ffmpeg/5.0
+    mkdir -p /usr/lib/ffmpeg/7.0
+    wget -qO btbn-ffmpeg.tar.xz "https://github.com/NickM-27/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/ffmpeg/5.0 --strip-components 1
+    rm -rf btbn-ffmpeg.tar.xz /usr/lib/ffmpeg/5.0/doc /usr/lib/ffmpeg/5.0/bin/ffplay
+    wget -qO btbn-ffmpeg.tar.xz "https://github.com/NickM-27/FFmpeg-Builds/releases/download/autobuild-2024-09-19-12-51/ffmpeg-n7.0.2-18-g3e6cec1286-linux64-gpl-7.0.tar.xz"
+    tar -xf btbn-ffmpeg.tar.xz -C /usr/lib/ffmpeg/7.0 --strip-components 1
+    rm -rf btbn-ffmpeg.tar.xz /usr/lib/ffmpeg/7.0/doc /usr/lib/ffmpeg/7.0/bin/ffplay
+fi
+
+# ffmpeg -> arm64
+if [[ "${TARGETARCH}" == "arm64" ]]; then
+    mkdir -p /usr/lib/ffmpeg/5.0
+    mkdir -p /usr/lib/ffmpeg/7.0
+    wget -qO btbn-ffmpeg.tar.xz "https://github.com/NickM-27/FFmpeg-Builds/releases/download/autobuild-2022-07-31-12-37/ffmpeg-n5.1-2-g915ef932a3-linuxarm64-gpl-5.1.tar.xz"
+    tar -xf btbn-ffmpeg.tar.xz -C /usr/lib/ffmpeg/5.0 --strip-components 1
+    rm -rf btbn-ffmpeg.tar.xz /usr/lib/ffmpeg/5.0/doc /usr/lib/ffmpeg/5.0/bin/ffplay
+    wget -qO btbn-ffmpeg.tar.xz "https://github.com/NickM-27/FFmpeg-Builds/releases/download/autobuild-2024-09-19-12-51/ffmpeg-n7.0.2-18-g3e6cec1286-linuxarm64-gpl-7.0.tar.xz"
+    tar -xf btbn-ffmpeg.tar.xz -C /usr/lib/ffmpeg/7.0 --strip-components 1
+    rm -rf btbn-ffmpeg.tar.xz /usr/lib/ffmpeg/7.0/doc /usr/lib/ffmpeg/7.0/bin/ffplay
+fi
+
+# arch specific packages
+if [[ "${TARGETARCH}" == "amd64" ]]; then
+    # install amd / intel-i965 driver packages
+    apt-get -qq install --no-install-recommends --no-install-suggests -y \
+        i965-va-driver intel-gpu-tools onevpl-tools \
+        libva-drm2 \
+        mesa-va-drivers radeontop
+
+    # intel packages use zst compression so we need to update dpkg
+    apt-get install -y dpkg
+
+    # use intel apt intel packages
+    wget -qO - https://repositories.intel.com/gpu/intel-graphics.key | gpg --yes --dearmor --output /usr/share/keyrings/intel-graphics.gpg
+    echo "deb [arch=amd64 signed-by=/usr/share/keyrings/intel-graphics.gpg] https://repositories.intel.com/gpu/ubuntu jammy client" | tee /etc/apt/sources.list.d/intel-gpu-jammy.list
+    apt-get -qq update
+    apt-get -qq install --no-install-recommends --no-install-suggests -y \
+        intel-opencl-icd=24.35.30872.31-996~22.04 intel-level-zero-gpu=1.3.29735.27-914~22.04 intel-media-va-driver-non-free=24.3.3-996~22.04 \
+        libmfx1=23.2.2-880~22.04 libmfxgen1=24.2.4-914~22.04 libvpl2=1:2.13.0.0-996~22.04
+
+    rm -f /usr/share/keyrings/intel-graphics.gpg
+    rm -f /etc/apt/sources.list.d/intel-gpu-jammy.list
+fi
+
+if [[ "${TARGETARCH}" == "arm64" ]]; then
+    apt-get -qq install --no-install-recommends --no-install-suggests -y \
+        libva-drm2 mesa-va-drivers radeontop
+fi
+
+# install vulkan
+apt-get -qq install --no-install-recommends --no-install-suggests -y \
+    libvulkan1 mesa-vulkan-drivers
+
+apt-get purge gnupg apt-transport-https xz-utils -y
+apt-get clean autoclean -y
+apt-get autoremove --purge -y
+rm -rf /var/lib/apt/lists/*
+
+# Install yq, for frigate-prepare and go2rtc echo source
+curl -fsSL \
+    "https://github.com/mikefarah/yq/releases/download/v4.33.3/yq_linux_$(dpkg --print-architecture)" \
+    --output /usr/local/bin/yq
+chmod +x /usr/local/bin/yq

docker/main/install_hailort.sh

@@ -0,0 +1,14 @@
+#!/bin/bash
+
+set -euxo pipefail
+
+hailo_version="4.20.0"
+
+if [[ "${TARGETARCH}" == "amd64" ]]; then
+    arch="x86_64"
+elif [[ "${TARGETARCH}" == "arm64" ]]; then
+    arch="aarch64"
+fi
+
+wget -qO- "https://github.com/frigate-nvr/hailort/releases/download/v${hailo_version}/hailort-${TARGETARCH}.tar.gz" | tar -C / -xzf -
+wget -P /wheels/ "https://github.com/frigate-nvr/hailort/releases/download/v${hailo_version}/hailort-${hailo_version}-cp311-cp311-linux_${arch}.whl"

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 -

docker/main/install_tempio.sh

@@ -0,0 +1,16 @@
+#!/bin/bash
+
+set -euxo pipefail
+
+tempio_version="2021.09.0"
+
+if [[ "${TARGETARCH}" == "amd64" ]]; then
+    arch="amd64"
+elif [[ "${TARGETARCH}" == "arm64" ]]; then
+    arch="aarch64"
+fi
+
+mkdir -p /rootfs/usr/local/tempio/bin
+
+wget -q -O /rootfs/usr/local/tempio/bin/tempio "https://github.com/home-assistant/tempio/releases/download/${tempio_version}/tempio_${arch}"
+chmod 755 /rootfs/usr/local/tempio/bin/tempio

docker/main/requirements-dev.txt

@@ -0,0 +1 @@
+ruff

docker/main/requirements-ov.txt

@@ -0,0 +1,3 @@
+numpy
+tensorflow
+openvino-dev>=2024.0.0

docker/main/requirements-wheels.txt

@@ -0,0 +1,70 @@
+aiofiles == 24.1.*
+click == 8.1.*
+# FastAPI
+aiohttp == 3.11.2
+starlette == 0.41.2
+starlette-context == 0.3.6
+fastapi == 0.115.*
+uvicorn == 0.30.*
+slowapi == 0.1.*
+imutils == 0.5.*
+joserfc == 1.0.*
+pathvalidate == 3.2.*
+markupsafe == 2.1.*
+python-multipart == 0.0.12
+# General
+mypy == 1.6.1
+onvif-zeep-async == 3.1.*
+paho-mqtt == 2.1.*
+pandas == 2.2.*
+peewee == 3.17.*
+peewee_migrate == 1.13.*
+psutil == 6.1.*
+pydantic == 2.8.*
+git+https://github.com/fbcotter/py3nvml#egg=py3nvml
+pytz == 2024.*
+pyzmq == 26.2.*
+ruamel.yaml == 0.18.*
+tzlocal == 5.2
+requests == 2.32.*
+types-requests == 2.32.*
+norfair == 2.2.*
+setproctitle == 1.3.*
+ws4py == 0.5.*
+unidecode == 1.3.*
+# Image Manipulation
+numpy == 1.26.*
+opencv-python-headless == 4.10.0.*
+opencv-contrib-python == 4.9.0.*
+scipy == 1.14.*
+# OpenVino & ONNX
+openvino == 2024.4.*
+onnxruntime-openvino == 1.20.* ; platform_machine == 'x86_64'
+onnxruntime == 1.20.* ; platform_machine == 'aarch64'
+# Embeddings
+transformers == 4.45.*
+# Generative AI
+google-generativeai == 0.8.*
+ollama == 0.3.*
+openai == 1.51.*
+# push notifications
+py-vapid == 1.9.*
+pywebpush == 2.0.*
+# alpr
+pyclipper == 1.3.*
+shapely == 2.0.*
+Levenshtein==0.26.*
+prometheus-client == 0.21.*
+# HailoRT Wheels
+appdirs==1.4.*
+argcomplete==2.0.*
+contextlib2==0.6.*
+distlib==0.3.*
+filelock==3.8.*
+future==0.18.*
+importlib-metadata==5.1.*
+importlib-resources==5.1.*
+netaddr==0.8.*
+netifaces==0.10.*
+verboselogs==1.7.*
+virtualenv==20.17.*

docker/main/requirements.txt

@@ -0,0 +1,2 @@
+scikit-build == 0.18.*
+nvidia-pyindex

docker/main/rootfs/etc/s6-overlay/s6-rc.d/certsync-log/consumer-for

@@ -0,0 +1 @@
+certsync

docker/main/rootfs/etc/s6-overlay/s6-rc.d/certsync-log/pipeline-name

@@ -0,0 +1 @@
+certsync-pipeline

docker/main/rootfs/etc/s6-overlay/s6-rc.d/certsync-log/run

@@ -0,0 +1,4 @@
+#!/command/with-contenv bash
+# shellcheck shell=bash
+
+exec logutil-service /dev/shm/logs/certsync

docker/main/rootfs/etc/s6-overlay/s6-rc.d/certsync-log/type

@@ -0,0 +1 @@
+longrun

docker/main/rootfs/etc/s6-overlay/s6-rc.d/certsync/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="CERTSYNC"
+
+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

docker/main/rootfs/etc/s6-overlay/s6-rc.d/certsync/producer-for

@@ -0,0 +1 @@
+certsync-log

docker/main/rootfs/etc/s6-overlay/s6-rc.d/certsync/run

@@ -0,0 +1,58 @@
+#!/command/with-contenv bash
+# shellcheck shell=bash
+# Start the CERTSYNC service
+
+set -o errexit -o nounset -o pipefail
+
+# Logs should be sent to stdout so that s6 can collect them
+
+echo "[INFO] Starting certsync..."
+
+lefile="/etc/letsencrypt/live/frigate/fullchain.pem"
+
+tls_enabled=`python3 /usr/local/nginx/get_tls_settings.py | jq -r .enabled`
+
+while true
+do
+    if [[ "$tls_enabled" == 'false' ]]; then
+        sleep 9999
+        continue
+    fi
+
+    if [ ! -e $lefile ]
+    then
+        echo "[ERROR] TLS certificate does not exist: $lefile"
+    fi
+
+    leprint=`openssl x509 -in $lefile -fingerprint -noout 2>&1 || echo 'failed'`
+
+    case "$leprint" in
+        *Fingerprint*)
+            ;;
+        *)
+            echo "[ERROR] Missing fingerprint from $lefile"
+            ;;
+    esac
+
+    liveprint=`echo | openssl s_client -showcerts -connect 127.0.0.1:8971 2>&1 | openssl x509 -fingerprint 2>&1 | grep -i fingerprint  || echo 'failed'`
+
+    case "$liveprint" in
+        *Fingerprint*)
+            ;;
+        *)
+            echo "[ERROR] Missing fingerprint from current nginx TLS cert"
+            ;;
+    esac
+
+    if [[ "$leprint" != "failed" && "$liveprint" != "failed" && "$leprint" != "$liveprint" ]]
+    then
+        echo "[INFO] Reloading nginx to refresh TLS certificate"
+        echo "$lefile: $leprint"
+        /usr/local/nginx/sbin/nginx -s reload
+    fi
+
+    sleep 60
+
+done
+
+exit 0

docker/main/rootfs/etc/s6-overlay/s6-rc.d/certsync/timeout-kill

@@ -0,0 +1 @@
+30000

docker/main/rootfs/etc/s6-overlay/s6-rc.d/certsync/type

@@ -0,0 +1 @@
+longrun

docker/main/rootfs/etc/s6-overlay/s6-rc.d/frigate-log/consumer-for

@@ -0,0 +1 @@
+frigate

docker/main/rootfs/etc/s6-overlay/s6-rc.d/frigate-log/pipeline-name

@@ -0,0 +1 @@
+frigate-pipeline

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

docker/main/rootfs/etc/s6-overlay/s6-rc.d/frigate-log/type

@@ -0,0 +1 @@
+longrun

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

docker/main/rootfs/etc/s6-overlay/s6-rc.d/frigate/producer-for

@@ -0,0 +1 @@
+frigate-log

docker/main/rootfs/etc/s6-overlay/s6-rc.d/frigate/run

@@ -0,0 +1,59 @@
+#!/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 "${config_file}" ]]; then
+        # Frigate will create the config file on startup
+        return 0
+    fi
+    unset config_file_yaml
+
+    # Use yq to check if database.path is set
+    local user_db_path
+    user_db_path=$(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
+}
+
+function set_libva_version() {
+    local ffmpeg_path=$(python3 /usr/local/ffmpeg/get_ffmpeg_path.py)
+    export LIBAVFORMAT_VERSION_MAJOR=$($ffmpeg_path -version | grep -Po "libavformat\W+\K\d+")
+}
+
+echo "[INFO] Preparing Frigate..."
+migrate_db_path
+set_libva_version
+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

docker/main/rootfs/etc/s6-overlay/s6-rc.d/frigate/timeout-kill

@@ -0,0 +1 @@
+120000

docker/main/rootfs/etc/s6-overlay/s6-rc.d/frigate/type

@@ -0,0 +1 @@
+longrun

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})"

docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc-healthcheck/producer-for

@@ -0,0 +1 @@
+go2rtc-log

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

docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc-healthcheck/timeout-kill

@@ -0,0 +1 @@
+5000

docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc-healthcheck/type

@@ -0,0 +1 @@
+longrun

docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc-log/consumer-for

@@ -0,0 +1,2 @@
+go2rtc
+go2rtc-healthcheck

docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc-log/pipeline-name

@@ -0,0 +1 @@
+go2rtc-pipeline

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

docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc-log/type

@@ -0,0 +1 @@
+longrun

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})"

docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc/producer-for

@@ -0,0 +1 @@
+go2rtc-log

docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc/run

@@ -0,0 +1,84 @@
+#!/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}:${webrtc_port}"
+}
+
+function set_libva_version() {
+    local ffmpeg_path=$(python3 /usr/local/ffmpeg/get_ffmpeg_path.py)
+    export LIBAVFORMAT_VERSION_MAJOR=$($ffmpeg_path -version | grep -Po "libavformat\W+\K\d+")
+}
+
+if [[ -f "/dev/shm/go2rtc.yaml" ]]; then
+    echo "[INFO] Removing stale config from last run..."
+    rm /dev/shm/go2rtc.yaml
+fi
+
+if [[ ! -f "/dev/shm/go2rtc.yaml" ]]; then
+    echo "[INFO] Preparing new go2rtc config..."
+
+    if [[ -n "${SUPERVISOR_TOKEN:-}" ]]; then
+        # Running as a Home Assistant add-on, infer the IP address and port
+        get_ip_and_port_from_supervisor
+    fi
+
+    python3 /usr/local/go2rtc/create_config.py
+else
+    echo "[WARNING] Unable to remove existing go2rtc config. Changes made to your frigate config file may not be recognized. Please remove the /dev/shm/go2rtc.yaml from your docker host manually."
+fi
+
+set_libva_version
+
+readonly config_path="/config"
+
+if [[ -x "${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

docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc/timeout-kill

@@ -0,0 +1 @@
+30000

docker/main/rootfs/etc/s6-overlay/s6-rc.d/go2rtc/type

@@ -0,0 +1 @@
+longrun

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 /dev/shm/logs/certsync)
+
+mkdir -p "${dirs[@]}"
+chown nobody:nogroup "${dirs[@]}"
+chmod 02755 "${dirs[@]}"

docker/main/rootfs/etc/s6-overlay/s6-rc.d/log-prepare/type

@@ -0,0 +1 @@
+oneshot

docker/main/rootfs/etc/s6-overlay/s6-rc.d/log-prepare/up

@@ -0,0 +1 @@
+/etc/s6-overlay/s6-rc.d/log-prepare/run

docker/main/rootfs/etc/s6-overlay/s6-rc.d/nginx-log/consumer-for

@@ -0,0 +1 @@
+nginx