Bump future from 0.18.2 to 0.18.3 in /docker/hailo8l

Bumps [future](https://github.com/PythonCharmers/python-future) from 0.18.2 to 0.18.3.
- [Release notes](https://github.com/PythonCharmers/python-future/releases)
- [Changelog](https://github.com/PythonCharmers/python-future/blob/master/docs/changelog.rst)
- [Commits](https://github.com/PythonCharmers/python-future/compare/v0.18.2...v0.18.3)

---
updated-dependencies:
- dependency-name: future
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>

.cspell/frigate-dictionary.txt

@@ -0,0 +1,168 @@
+rtmp
+edgetpu
+labelmap
+rockchip
+jetson
+rocm
+vaapi
+CUDA
+hwaccel
+RTSP
+Hikvision
+Dahua
+Amcrest
+Reolink
+Loryta
+Beelink
+Celeron
+vaapi
+blakeblackshear
+workdir
+onvif
+autotracking
+openvino
+tflite
+deepstack
+codeproject
+udev
+tailscale
+restream
+restreaming
+webrtc
+ssdlite
+mobilenet
+mosquitto
+datasheet
+Jellyfin
+Radeon
+libva
+Ubiquiti
+Unifi
+Tapo
+Annke
+autotracker
+autotracked
+variations
+ONVIF
+traefik
+devcontainer
+rootfs
+ffprobe
+autotrack
+logpipe
+imread
+imwrite
+imencode
+imutils
+thresholded
+timelapse
+ultrafast
+sleeptime
+radeontop
+vainfo
+tmpfs
+homography
+websockets
+LIBAVFORMAT
+NTSC
+onnxruntime
+fourcc
+radeonsi
+paho
+imagestream
+jsonify
+cgroups
+sysconf
+memlimit
+gpuload
+nvml
+setproctitle
+psutil
+Kalman
+frontdoor
+namedtuples
+zeep
+fflags
+probesize
+wallclock
+rknn
+socs
+pydantic
+shms
+imdecode
+colormap
+webui
+mse
+jsmpeg
+unreviewed
+Chromecast
+Swipeable
+flac
+scroller
+cmdline
+toggleable
+bottombar
+opencv
+apexcharts
+buildx
+mqtt
+rawvideo
+defragment
+Norfair
+subclassing
+yolo
+tensorrt
+blackshear
+stylelint
+HACS
+homeassistant
+hass
+castable
+mobiledet
+framebuffer
+mjpeg
+substream
+codeowner
+noninteractive
+restreamed
+mountpoint
+fstype
+OWASP
+iotop
+letsencrypt
+fullchain
+lsusb
+iostat
+usermod
+balena
+passwordless
+debconf
+dpkg
+poweroff
+surveillance
+qnap
+homekit
+colorspace
+quantisation
+skylake
+Cuvid
+foscam
+onnx
+numpy
+protobuf
+aarch
+amdgpu
+chipset
+referer
+mpegts
+webp
+authelia
+authentik
+unichip
+rebranded
+udevadm
+automations
+unraid
+hideable
+healthcheck
+keepalive

.devcontainer/devcontainer.json

@@ -10,10 +10,14 @@
   "features": {
     "ghcr.io/devcontainers/features/common-utils:1": {}
   },
-  "forwardPorts": [5000, 5001, 5173, 1935, 8554, 8555],
+  "forwardPorts": [8971, 5000, 5001, 5173, 8554, 8555],
   "portsAttributes": {
+    "8971": {
+      "label": "External NGINX",
+      "onAutoForward": "silent"
+    },
     "5000": {
-      "label": "NGINX",
+      "label": "Internal NGINX",
       "onAutoForward": "silent"
     },
     "5001": {
@@ -24,10 +28,6 @@
       "label": "Vite Server",
       "onAutoForward": "silent"
     },
-    "1935": {
-      "label": "RTMP",
-      "onAutoForward": "silent"
-    },
     "8554": {
       "label": "gortc RTSP",
       "onAutoForward": "silent"
@@ -42,7 +42,6 @@
       "extensions": [
         "ms-python.python",
         "ms-python.vscode-pylance",
-        "ms-python.black-formatter",
         "visualstudioexptteam.vscodeintellicode",
         "mhutchie.git-graph",
         "ms-azuretools.vscode-docker",
@@ -53,13 +52,10 @@
         "csstools.postcss",
         "blanu.vscode-styled-jsx",
         "bradlc.vscode-tailwindcss",
-        "ms-python.isort",
         "charliermarsh.ruff"
       ],
       "settings": {
         "remote.autoForwardPorts": false,
-        "python.linting.pylintEnabled": true,
-        "python.linting.enabled": true,
         "python.formatting.provider": "none",
         "python.languageServer": "Pylance",
         "editor.formatOnPaste": false,
@@ -72,7 +68,7 @@
         "eslint.workingDirectories": ["./web"],
         "isort.args": ["--settings-path=./pyproject.toml"],
         "[python]": {
-          "editor.defaultFormatter": "ms-python.black-formatter",
+          "editor.defaultFormatter": "charliermarsh.ruff",
           "editor.formatOnSave": true,
           "editor.codeActionsOnSave": {
             "source.fixAll": true,

.github/DISCUSSION_TEMPLATE/camera-support.yml

@@ -0,0 +1,135 @@
+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
+    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 +1,102 @@
+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
+    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 +1,106 @@
+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: 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: 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 +1,133 @@
+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: 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: 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 +1,124 @@
+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: 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: 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: 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 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

@@ -1,3 +1,4 @@
 github:
   - blakeblackshear
   - NickM-27
+  - hawkeye217

.github/ISSUE_TEMPLATE/camera_support_request.yml

@@ -1,107 +0,0 @@
-name: Camera Support Request
-description: Support for setting up cameras in Frigate
-title: "[Camera Support]: "
-labels: ["support", "triage"]
-assignees: []
-body:
-  - type: textarea
-    id: description
-    attributes:
-      label: Describe the problem you are having
-    validations:
-      required: true
-  - type: input
-    id: version
-    attributes:
-      label: Version
-      description: Visible on the Debug page in the Web UI
-    validations:
-      required: true
-  - type: textarea
-    id: config
-    attributes:
-      label: Frigate config file
-      description: This will be automatically formatted into code, so no need for backticks.
-      render: yaml
-    validations:
-      required: true
-  - type: textarea
-    id: logs
-    attributes:
-      label: Relevant log output
-      description: Please copy and paste any relevant log output. This will be automatically formatted into code, so no need for backticks.
-      render: shell
-    validations:
-      required: true
-  - type: textarea
-    id: ffprobe
-    attributes:
-      label: FFprobe output from your camera
-      description: Run `ffprobe <camera_url>` and provide output below
-      render: shell
-    validations:
-      required: true
-  - type: textarea
-    id: stats
-    attributes:
-      label: Frigate stats
-      description: Output from frigate's /api/stats endpoint
-      render: json
-  - type: dropdown
-    id: os
-    attributes:
-      label: Operating system
-      options:
-        - HassOS
-        - Debian
-        - Other Linux
-        - Proxmox
-        - UNRAID
-        - Windows
-        - Other
-    validations:
-      required: true
-  - type: dropdown
-    id: install-method
-    attributes:
-      label: Install method
-      options:
-        - HassOS Addon
-        - Docker Compose
-        - Docker CLI
-    validations:
-      required: true
-  - type: dropdown
-    id: coral
-    attributes:
-      label: Coral version
-      options:
-        - USB
-        - PCIe
-        - M.2
-        - Dev Board
-        - Other
-        - CPU (no coral)
-    validations:
-      required: true
-  - type: dropdown
-    id: network
-    attributes:
-      label: Network connection
-      options:
-        - Wired
-        - Wireless
-        - Mixed
-    validations:
-      required: true
-  - type: input
-    id: camera
-    attributes:
-      label: Camera make and model
-      description: Dahua, hikvision, amcrest, reolink, etc and model number
-    validations:
-      required: true
-  - type: textarea
-    id: other
-    attributes:
-      label: Any other information that may be helpful

.github/ISSUE_TEMPLATE/config.yml

@@ -1 +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/config_support_request.yml

@@ -1,82 +0,0 @@
-name: Config Support Request
-description: Support for Frigate configuration
-title: "[Config Support]: "
-labels: ["support", "triage"]
-assignees: []
-body:
-  - type: textarea
-    id: description
-    attributes:
-      label: Describe the problem you are having
-    validations:
-      required: true
-  - type: input
-    id: version
-    attributes:
-      label: Version
-      description: Visible on the Debug page in the Web UI
-    validations:
-      required: true
-  - type: textarea
-    id: config
-    attributes:
-      label: Frigate config file
-      description: This will be automatically formatted into code, so no need for backticks.
-      render: yaml
-    validations:
-      required: true
-  - type: textarea
-    id: logs
-    attributes:
-      label: Relevant log output
-      description: Please copy and paste any relevant log output. This will be automatically formatted into code, so no need for backticks.
-      render: shell
-    validations:
-      required: true
-  - type: textarea
-    id: stats
-    attributes:
-      label: Frigate stats
-      description: Output from frigate's /api/stats endpoint
-      render: json
-  - type: dropdown
-    id: os
-    attributes:
-      label: Operating system
-      options:
-        - HassOS
-        - Debian
-        - Other Linux
-        - Proxmox
-        - UNRAID
-        - Windows
-        - Other
-    validations:
-      required: true
-  - type: dropdown
-    id: install-method
-    attributes:
-      label: Install method
-      options:
-        - HassOS Addon
-        - Docker Compose
-        - Docker CLI
-    validations:
-      required: true
-  - type: dropdown
-    id: coral
-    attributes:
-      label: Coral version
-      options:
-        - USB
-        - PCIe
-        - M.2
-        - Dev Board
-        - Other
-        - CPU (no coral)
-    validations:
-      required: true
-  - type: textarea
-    id: other
-    attributes:
-      label: Any other information that may be helpful

.github/ISSUE_TEMPLATE/detector_support_request.yml

@@ -1,84 +0,0 @@
-name: Detector Support Request
-description: Support for setting up object detector in Frigate (Coral, OpenVINO, TensorRT, etc.)
-title: "[Detector Support]: "
-labels: ["support", "triage"]
-assignees: []
-body:
-  - type: textarea
-    id: description
-    attributes:
-      label: Describe the problem you are having
-    validations:
-      required: true
-  - type: input
-    id: version
-    attributes:
-      label: Version
-      description: Visible on the Debug page in the Web UI
-    validations:
-      required: true
-  - type: textarea
-    id: config
-    attributes:
-      label: Frigate config file
-      description: This will be automatically formatted into code, so no need for backticks.
-      render: yaml
-    validations:
-      required: true
-  - type: textarea
-    id: docker
-    attributes:
-      label: docker-compose file or Docker CLI command
-      description: This will be automatically formatted into code, so no need for backticks.
-      render: yaml
-    validations:
-      required: true
-  - type: textarea
-    id: logs
-    attributes:
-      label: Relevant log output
-      description: Please copy and paste any relevant log output. This will be automatically formatted into code, so no need for backticks.
-      render: shell
-    validations:
-      required: true
-  - type: dropdown
-    id: os
-    attributes:
-      label: Operating system
-      options:
-        - HassOS
-        - Debian
-        - Other Linux
-        - Proxmox
-        - UNRAID
-        - Windows
-        - Other
-    validations:
-      required: true
-  - type: dropdown
-    id: install-method
-    attributes:
-      label: Install method
-      options:
-        - HassOS Addon
-        - Docker Compose
-        - Docker CLI
-    validations:
-      required: true
-  - type: dropdown
-    id: coral
-    attributes:
-      label: Coral version
-      options:
-        - USB
-        - PCIe
-        - M.2
-        - Dev Board
-        - Other
-        - CPU (no coral)
-    validations:
-      required: true
-  - type: textarea
-    id: other
-    attributes:
-      label: Any other information that may be helpful

.github/ISSUE_TEMPLATE/general_support_request.yml

@@ -1,107 +0,0 @@
-name: General Support Request
-description: General support request for Frigate
-title: "[Support]: "
-labels: ["support", "triage"]
-assignees: []
-body:
-  - type: textarea
-    id: description
-    attributes:
-      label: Describe the problem you are having
-    validations:
-      required: true
-  - type: input
-    id: version
-    attributes:
-      label: Version
-      description: Visible on the Debug page in the Web UI
-    validations:
-      required: true
-  - type: textarea
-    id: config
-    attributes:
-      label: Frigate config file
-      description: This will be automatically formatted into code, so no need for backticks.
-      render: yaml
-    validations:
-      required: true
-  - type: textarea
-    id: logs
-    attributes:
-      label: Relevant log output
-      description: Please copy and paste any relevant log output. This will be automatically formatted into code, so no need for backticks.
-      render: shell
-    validations:
-      required: true
-  - type: textarea
-    id: ffprobe
-    attributes:
-      label: FFprobe output from your camera
-      description: Run `ffprobe <camera_url>` and provide output below
-      render: shell
-    validations:
-      required: true
-  - type: textarea
-    id: stats
-    attributes:
-      label: Frigate stats
-      description: Output from frigate's /api/stats endpoint
-      render: json
-  - type: dropdown
-    id: os
-    attributes:
-      label: Operating system
-      options:
-        - HassOS
-        - Debian
-        - Other Linux
-        - Proxmox
-        - UNRAID
-        - Windows
-        - Other
-    validations:
-      required: true
-  - type: dropdown
-    id: install-method
-    attributes:
-      label: Install method
-      options:
-        - HassOS Addon
-        - Docker Compose
-        - Docker CLI
-    validations:
-      required: true
-  - type: dropdown
-    id: coral
-    attributes:
-      label: Coral version
-      options:
-        - USB
-        - PCIe
-        - M.2
-        - Dev Board
-        - Other
-        - CPU (no coral)
-    validations:
-      required: true
-  - type: dropdown
-    id: network
-    attributes:
-      label: Network connection
-      options:
-        - Wired
-        - Wireless
-        - Mixed
-    validations:
-      required: true
-  - type: input
-    id: camera
-    attributes:
-      label: Camera make and model
-      description: Dahua, hikvision, amcrest, reolink, etc and model number
-    validations:
-      required: true
-  - type: textarea
-    id: other
-    attributes:
-      label: Any other information that may be helpful

.github/ISSUE_TEMPLATE/hwaccel_support_request.yml

@@ -1,96 +0,0 @@
-name: Hardware Acceleration Support Request
-description: Support for setting up GPU hardware acceleration in Frigate
-title: "[HW Accel Support]: "
-labels: ["support", "triage"]
-assignees: []
-body:
-  - type: textarea
-    id: description
-    attributes:
-      label: Describe the problem you are having
-    validations:
-      required: true
-  - type: input
-    id: version
-    attributes:
-      label: Version
-      description: Visible on the Debug page in the Web UI
-    validations:
-      required: true
-  - type: textarea
-    id: config
-    attributes:
-      label: Frigate config file
-      description: This will be automatically formatted into code, so no need for backticks.
-      render: yaml
-    validations:
-      required: true
-  - type: textarea
-    id: docker
-    attributes:
-      label: docker-compose file or Docker CLI command
-      description: This will be automatically formatted into code, so no need for backticks.
-      render: yaml
-    validations:
-      required: true
-  - type: textarea
-    id: logs
-    attributes:
-      label: Relevant log output
-      description: Please copy and paste any relevant log output. This will be automatically formatted into code, so no need for backticks.
-      render: shell
-    validations:
-      required: true
-  - type: textarea
-    id: ffprobe
-    attributes:
-      label: FFprobe output from your camera
-      description: Run `ffprobe <camera_url>` and provide output below
-      render: shell
-    validations:
-      required: true
-  - type: dropdown
-    id: os
-    attributes:
-      label: Operating system
-      options:
-        - HassOS
-        - Debian
-        - Other Linux
-        - Proxmox
-        - UNRAID
-        - Windows
-        - Other
-    validations:
-      required: true
-  - type: dropdown
-    id: install-method
-    attributes:
-      label: Install method
-      options:
-        - HassOS Addon
-        - Docker Compose
-        - Docker CLI
-    validations:
-      required: true
-  - type: dropdown
-    id: network
-    attributes:
-      label: Network connection
-      options:
-        - Wired
-        - Wireless
-        - Mixed
-    validations:
-      required: true
-  - type: input
-    id: camera
-    attributes:
-      label: Camera make and model
-      description: Dahua, hikvision, amcrest, reolink, etc and model number
-    validations:
-      required: true
-  - type: textarea
-    id: other
-    attributes:
-      label: Any other information that may be helpful

.github/actions/setup/action.yml

@@ -5,17 +5,28 @@ inputs:
     required: true
 outputs:
   image-name:
-    value: ghcr.io/${{ steps.lowercaseRepo.outputs.lowercase }}:${{ github.ref_name }}-${{ steps.create-short-sha.outputs.SHORT_SHA }}
+    value: ghcr.io/${{ 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:
-    - name: Remove unnecessary files
-      run: |
-        sudo rm -rf /usr/share/dotnet
-        sudo rm -rf /usr/local/lib/android
-        sudo rm -rf /opt/ghc
+    # 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

.github/dependabot.yml

@@ -18,6 +18,12 @@ updates:
       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:
@@ -28,5 +34,7 @@ updates:
     directory: "/docs"
     schedule:
       interval: daily
+    allow:
+      - dependency-name: "@docusaurus/*"
     open-pull-requests-limit: 10
     target-branch: dev

.github/workflows/ci.yml

@@ -37,16 +37,6 @@ jobs:
           target: frigate
           tags: ${{ steps.setup.outputs.image-name }}-amd64
           cache-from: type=registry,ref=${{ steps.setup.outputs.cache-name }}-amd64
-      - name: Build and push TensorRT (x86 GPU)
-        uses: docker/bake-action@v4
-        with:
-          push: true
-          targets: tensorrt
-          files: docker/tensorrt/trt.hcl
-          set: |
-            tensorrt.tags=${{ steps.setup.outputs.image-name }}-tensorrt
-            *.cache-from=type=registry,ref=${{ steps.setup.outputs.cache-name }}-amd64
-            *.cache-to=type=registry,ref=${{ steps.setup.outputs.cache-name }}-amd64,mode=max
   arm64_build:
     runs-on: ubuntu-latest
     name: ARM Build
@@ -79,6 +69,15 @@ jobs:
             rpi.tags=${{ 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
+      - name: Build and push Rockchip build
+        uses: docker/bake-action@v3
+        with:
+          push: true
+          targets: rk
+          files: docker/rockchip/rk.hcl
+          set: |
+            rk.tags=${{ steps.setup.outputs.image-name }}-rk
+            *.cache-from=type=gha
   jetson_jp4_build:
     runs-on: ubuntu-latest
     name: Jetson Jetpack 4
@@ -131,6 +130,106 @@ jobs:
             tensorrt.tags=${{ 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-latest
+    name: AMD64 Extra Build
+    needs:
+      - amd64_build
+    steps:
+      - name: Check out code
+        uses: actions/checkout@v4
+      - name: Set up QEMU and Buildx
+        id: setup
+        uses: ./.github/actions/setup
+        with:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      - name: Build and push TensorRT (x86 GPU)
+        env:
+          COMPUTE_LEVEL: "50 60 70 80 90"
+        uses: docker/bake-action@v4
+        with:
+          push: true
+          targets: tensorrt
+          files: docker/tensorrt/trt.hcl
+          set: |
+            tensorrt.tags=${{ steps.setup.outputs.image-name }}-tensorrt
+            *.cache-from=type=registry,ref=${{ steps.setup.outputs.cache-name }}-amd64
+            *.cache-to=type=registry,ref=${{ steps.setup.outputs.cache-name }}-amd64,mode=max
+  combined_extra_builds:
+    runs-on: ubuntu-latest
+    name: Combined Extra Builds
+    needs:
+      - amd64_build
+      - arm64_build
+    steps:
+      - name: Check out code
+        uses: actions/checkout@v4
+      - name: Set up QEMU and Buildx
+        id: setup
+        uses: ./.github/actions/setup
+        with:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      - name: Build and push Hailo-8l build
+        uses: docker/bake-action@v4
+        with:
+          push: true
+          targets: h8l
+          files: docker/hailo8l/h8l.hcl
+          set: |
+            h8l.tags=${{ steps.setup.outputs.image-name }}-h8l
+            *.cache-from=type=registry,ref=${{ steps.setup.outputs.cache-name }}-h8l
+            *.cache-to=type=registry,ref=${{ steps.setup.outputs.cache-name }}-h8l,mode=max
+      #- name: AMD/ROCm general build
+      #  env:
+      #    AMDGPU: gfx
+      #    HSA_OVERRIDE: 0
+      #  uses: docker/bake-action@v3
+      #  with:
+      #    push: true
+      #    targets: rocm
+      #    files: docker/rocm/rocm.hcl
+      #    set: |
+      #      rocm.tags=${{ steps.setup.outputs.image-name }}-rocm
+      #      *.cache-from=type=gha
+      #- name: AMD/ROCm gfx900
+      #  env:
+      #    AMDGPU: gfx900
+      #    HSA_OVERRIDE: 1
+      #    HSA_OVERRIDE_GFX_VERSION: 9.0.0
+      #  uses: docker/bake-action@v3
+      #  with:
+      #    push: true
+      #    targets: rocm
+      #    files: docker/rocm/rocm.hcl
+      #    set: |
+      #      rocm.tags=${{ steps.setup.outputs.image-name }}-rocm-gfx900
+      #      *.cache-from=type=gha
+      #- name: AMD/ROCm gfx1030
+      #  env:
+      #    AMDGPU: gfx1030
+      #    HSA_OVERRIDE: 1
+      #    HSA_OVERRIDE_GFX_VERSION: 10.3.0
+      #  uses: docker/bake-action@v3
+      #  with:
+      #    push: true
+      #    targets: rocm
+      #    files: docker/rocm/rocm.hcl
+      #    set: |
+      #      rocm.tags=${{ steps.setup.outputs.image-name }}-rocm-gfx1030
+      #      *.cache-from=type=gha
+      #- name: AMD/ROCm gfx1100
+      #  env:
+      #    AMDGPU: gfx1100
+      #    HSA_OVERRIDE: 1
+      #    HSA_OVERRIDE_GFX_VERSION: 11.0.0
+      #  uses: docker/bake-action@v3
+      #  with:
+      #    push: true
+      #    targets: rocm
+      #    files: docker/rocm/rocm.hcl
+      #    set: |
+      #      rocm.tags=${{ steps.setup.outputs.image-name }}-rocm-gfx1100
+      #      *.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:
@@ -141,20 +240,20 @@ jobs:
       - arm64_build
     steps:
       - id: lowercaseRepo
-        uses: ASzc/change-string-case-action@v5
+        uses: ASzc/change-string-case-action@v6
         with:
           string: ${{ github.repository }}
       - name: Log in to the Container registry
-        uses: docker/login-action@343f7c4344506bcbf9b4de18042ae17996df046d
+        uses: docker/login-action@0d4c9c5ea7693da7b068278f7b52bda2a190a446
         with:
           registry: ghcr.io
           username: ${{ github.actor }}
           password: ${{ secrets.GITHUB_TOKEN }}
       - name: Create short sha
         run: echo "SHORT_SHA=${GITHUB_SHA::7}" >> $GITHUB_ENV
-      - uses: int128/docker-manifest-create-action@v1
+      - uses: int128/docker-manifest-create-action@v2
         with:
-          tags: ghcr.io/${{ steps.lowercaseRepo.outputs.lowercase }}:${{ github.ref_name }}-${{ env.SHORT_SHA }}
-          suffixes: |
-            -amd64
-            -rpi
+          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/dependabot-auto-merge.yaml

@@ -11,7 +11,7 @@ jobs:
     steps:
       - name: Get Dependabot metadata
         id: metadata
-        uses: dependabot/fetch-metadata@v1
+        uses: dependabot/fetch-metadata@v2
         with:
           github-token: ${{ secrets.GITHUB_TOKEN }}
       - name: Enable auto-merge for Dependabot PRs

.github/workflows/pull_request.yml

@@ -51,12 +51,12 @@ jobs:
       - uses: actions/checkout@v4
       - uses: actions/setup-node@master
         with:
-          node-version: 16.x
+          node-version: 20.x
       - run: npm install
         working-directory: ./web
-      - name: Test
-        run: npm run test
-        working-directory: ./web
+      # - name: Test
+      #   run: npm run test
+      #   working-directory: ./web
 
   python_checks:
     runs-on: ubuntu-latest
@@ -65,20 +65,17 @@ jobs:
       - name: Check out the repository
         uses: actions/checkout@v4
       - name: Set up Python ${{ env.DEFAULT_PYTHON }}
-        uses: actions/setup-python@v4.7.0
+        uses: actions/setup-python@v5.1.0
         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 black
+      - name: Check formatting
         run: |
-          black --check --diff frigate migrations docker *.py
-      - name: Check isort
-        run: |
-          isort --check --diff frigate migrations docker *.py
-      - name: Check ruff
+          ruff format --check --diff frigate migrations docker *.py
+      - name: Check lint
         run: |
           ruff check frigate migrations docker *.py
 

.github/workflows/release.yml

@@ -0,0 +1,47 @@
+name: On release
+
+on:
+  workflow_dispatch:
+  release:
+    types: [published]
+
+jobs:
+  release:
+    runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/checkout@v4
+      - id: lowercaseRepo
+        uses: ASzc/change-string-case-action@v6
+        with:
+          string: ${{ github.repository }}
+      - name: Log in to the Container registry
+        uses: docker/login-action@0d4c9c5ea7693da7b068278f7b52bda2a190a446
+        with:
+          registry: ghcr.io
+          username: ${{ github.actor }}
+          password: ${{ secrets.GITHUB_TOKEN }}
+      - name: Create tag variables
+        run: |
+          BUILD_TYPE=$([[ "${{ github.ref_name }}" =~ ^v[0-9]+\.[0-9]+\.[0-9]+$ ]] && echo "stable" || echo "beta")
+          echo "BUILD_TYPE=${BUILD_TYPE}" >> $GITHUB_ENV
+          echo "BASE=ghcr.io/${{ steps.lowercaseRepo.outputs.lowercase }}" >> $GITHUB_ENV
+          echo "BUILD_TAG=${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; 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; 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

@@ -24,3 +24,18 @@ jobs:
           operations-per-run: 120
       - name: Print outputs
         run: echo ${{ join(steps.stale.outputs.*, ',') }}
+
+  # 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

@@ -8,7 +8,6 @@ config/*
 !config/*.example
 models
 *.mp4
-*.ts
 *.db
 *.csv
 frigate/version.py
@@ -17,4 +16,5 @@ web/node_modules
 web/coverage
 core
 !/web/**/*.ts
-.idea/*
+.idea/*
+.ipynb_checkpoints

CODEOWNERS

@@ -2,3 +2,6 @@
 /docker/tensorrt/ @madsciencetist @NateMeyer
 /docker/tensorrt/*arm64* @madsciencetist
 /docker/tensorrt/*jetson* @madsciencetist
+/docker/rockchip/ @MarcA711
+/docker/rocm/ @harakas
+/docker/hailo8l/ @spanner3003

Makefile

@@ -1,7 +1,7 @@
 default_target: local
 
 COMMIT_HASH := $(shell git log -1 --pretty=format:"%h"|tail -1)
-VERSION = 0.13.0
+VERSION = 0.15.0
 IMAGE_REPO ?= ghcr.io/blakeblackshear/frigate
 GITHUB_REF_NAME ?= $(shell git rev-parse --abbrev-ref HEAD)
 CURRENT_UID := $(shell id -u)

README.md

@@ -29,18 +29,22 @@ If you would like to make a donation to support development, please use [Github
 
 ## Screenshots
 
-Integration into Home Assistant
-
+### Live dashboard
 <div>
-<a href="docs/static/img/media_browser.png"><img src="docs/static/img/media_browser.png" height=400></a>
-<a href="docs/static/img/notification.png"><img src="docs/static/img/notification.png" height=400></a>
+<img width="800" alt="Live dashboard" src="https://github.com/blakeblackshear/frigate/assets/569905/5e713cb9-9db5-41dc-947a-6937c3bc376e">
 </div>
 
-Also comes with a builtin UI:
-
+### Streamlined review workflow
 <div>
-<a href="docs/static/img/home-ui.png"><img src="docs/static/img/home-ui.png" height=400></a>
-<a href="docs/static/img/camera-ui.png"><img src="docs/static/img/camera-ui.png" height=400></a>
+<img width="800" alt="Streamlined review workflow" src="https://github.com/blakeblackshear/frigate/assets/569905/6fed96e8-3b18-40e5-9ddc-31e6f3c9f2ff">
 </div>
 
-![Events](docs/static/img/events-ui.png)
+### 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>
+
+### 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>

cspell.json

@@ -0,0 +1,21 @@
+{
+  "version": "0.2",
+  "ignorePaths": [
+    "Dockerfile",
+    "Dockerfile.*",
+    "CMakeLists.txt",
+    "*.db",
+    "node_modules",
+    "__pycache__",
+    "dist"
+  ],
+  "language": "en",
+  "dictionaryDefinitions": [
+    {
+      "name": "frigate-dictionary",
+      "path": "./.cspell/frigate-dictionary.txt",
+      "addWords": true
+    }
+  ],
+  "dictionaries": ["frigate-dictionary"]
+}

docker-compose.yml

@@ -14,13 +14,14 @@ services:
       dockerfile: docker/main/Dockerfile
       # Use target devcontainer-trt for TensorRT dev
       target: devcontainer
-    deploy:
-          resources:
-              reservations:
-                  devices:
-                      - driver: nvidia
-                        count: 1
-                        capabilities: [gpu]
+    ## Uncomment this block for nvidia gpu support
+    # deploy:
+    #       resources:
+    #           reservations:
+    #               devices:
+    #                   - driver: nvidia
+    #                     count: 1
+    #                     capabilities: [gpu]
     environment:
       YOLO_MODELS: yolov7-320
     devices:

docker/hailo8l/Dockerfile

@@ -0,0 +1,104 @@
+# syntax=docker/dockerfile:1.6
+
+ARG DEBIAN_FRONTEND=noninteractive
+
+# Build Python wheels
+FROM wheels AS h8l-wheels
+
+COPY docker/main/requirements-wheels.txt /requirements-wheels.txt
+COPY docker/hailo8l/requirements-wheels-h8l.txt /requirements-wheels-h8l.txt
+
+RUN sed -i "/https:\/\//d" /requirements-wheels.txt
+
+# Create a directory to store the built wheels
+RUN mkdir /h8l-wheels
+
+# Build the wheels
+RUN pip3 wheel --wheel-dir=/h8l-wheels -c /requirements-wheels.txt -r /requirements-wheels-h8l.txt
+
+# Build HailoRT and create wheel
+FROM wheels AS build-hailort
+ARG TARGETARCH
+
+SHELL ["/bin/bash", "-c"]
+
+# Install necessary APT packages
+RUN apt-get -qq update \
+    && apt-get -qq install -y \
+    apt-transport-https \
+    gnupg \
+    wget \
+    # the key fingerprint can be obtained from https://ftp-master.debian.org/keys.html
+    && wget -qO- "https://keyserver.ubuntu.com/pks/lookup?op=get&search=0xA4285295FC7B1A81600062A9605C66F00D6C9793" | \
+    gpg --dearmor > /usr/share/keyrings/debian-archive-bullseye-stable.gpg \
+    && echo "deb [signed-by=/usr/share/keyrings/debian-archive-bullseye-stable.gpg] http://deb.debian.org/debian bullseye main contrib non-free" | \
+    tee /etc/apt/sources.list.d/debian-bullseye-nonfree.list \
+    && apt-get -qq update \
+    && apt-get -qq install -y \
+    python3.9 \
+    python3.9-dev \
+    build-essential cmake git \
+    && rm -rf /var/lib/apt/lists/*
+
+# Extract Python version and set environment variables
+RUN PYTHON_VERSION=$(python3 --version 2>&1 | awk '{print $2}' | cut -d. -f1,2) && \
+    PYTHON_VERSION_NO_DOT=$(echo $PYTHON_VERSION | sed 's/\.//') && \
+    echo "PYTHON_VERSION=$PYTHON_VERSION" > /etc/environment && \
+    echo "PYTHON_VERSION_NO_DOT=$PYTHON_VERSION_NO_DOT" >> /etc/environment
+
+# Clone and build HailoRT
+RUN . /etc/environment && \
+    git clone https://github.com/hailo-ai/hailort.git /opt/hailort && \
+    cd /opt/hailort && \
+    git checkout v4.17.0 && \
+    cmake -H. -Bbuild -DCMAKE_BUILD_TYPE=Release -DHAILO_BUILD_PYBIND=1 -DPYBIND11_PYTHON_VERSION=${PYTHON_VERSION} && \
+    cmake --build build --config release --target libhailort && \
+    cmake --build build --config release --target _pyhailort && \
+    cp build/hailort/libhailort/bindings/python/src/_pyhailort.cpython-${PYTHON_VERSION_NO_DOT}-$(if [ $TARGETARCH == "amd64" ]; then echo 'x86_64'; else echo 'aarch64'; fi )-linux-gnu.so hailort/libhailort/bindings/python/platform/hailo_platform/pyhailort/ && \
+    cp build/hailort/libhailort/src/libhailort.so hailort/libhailort/bindings/python/platform/hailo_platform/pyhailort/
+
+RUN ls -ahl /opt/hailort/build/hailort/libhailort/src/
+RUN ls -ahl /opt/hailort/hailort/libhailort/bindings/python/platform/hailo_platform/pyhailort/
+
+# Remove the existing setup.py if it exists in the target directory
+RUN rm -f /opt/hailort/hailort/libhailort/bindings/python/platform/setup.py
+
+# Copy generate_wheel_conf.py and setup.py
+COPY docker/hailo8l/pyhailort_build_scripts/generate_wheel_conf.py /opt/hailort/hailort/libhailort/bindings/python/platform/generate_wheel_conf.py
+COPY docker/hailo8l/pyhailort_build_scripts/setup.py /opt/hailort/hailort/libhailort/bindings/python/platform/setup.py
+
+# Run the generate_wheel_conf.py script
+RUN python3 /opt/hailort/hailort/libhailort/bindings/python/platform/generate_wheel_conf.py
+
+# Create a wheel file using pip3 wheel
+RUN cd /opt/hailort/hailort/libhailort/bindings/python/platform && \
+    python3 setup.py bdist_wheel --dist-dir /hailo-wheels
+
+# Use deps as the base image
+FROM deps AS h8l-frigate
+
+# Copy the wheels from the wheels stage
+COPY --from=h8l-wheels /h8l-wheels /deps/h8l-wheels
+COPY --from=build-hailort /hailo-wheels /deps/hailo-wheels
+COPY --from=build-hailort /etc/environment /etc/environment
+RUN CC=$(python3 -c "import sysconfig; import shlex; cc = sysconfig.get_config_var('CC'); cc_cmd = shlex.split(cc)[0]; print(cc_cmd[:-4] if cc_cmd.endswith('-gcc') else cc_cmd)") && \
+    echo "CC=$CC" >> /etc/environment
+
+# Install the wheels
+RUN pip3 install -U /deps/h8l-wheels/*.whl
+RUN pip3 install -U /deps/hailo-wheels/*.whl
+
+RUN . /etc/environment && \
+    mv /usr/local/lib/python${PYTHON_VERSION}/dist-packages/hailo_platform/pyhailort/libhailort.so /usr/lib/${CC} && \
+    cd /usr/lib/${CC}/ && \
+    ln -s libhailort.so libhailort.so.4.17.0
+
+# Copy base files from the rootfs stage
+COPY --from=rootfs / /
+
+# Set environment variables for Hailo SDK
+ENV PATH="/opt/hailort/bin:${PATH}"
+ENV LD_LIBRARY_PATH="/usr/lib/$(if [ $TARGETARCH == "amd64" ]; then echo 'x86_64'; else echo 'aarch64'; fi )-linux-gnu:${LD_LIBRARY_PATH}"
+
+# Set workdir
+WORKDIR /opt/frigate/

docker/hailo8l/h8l.hcl

@@ -0,0 +1,27 @@
+target wheels {
+  dockerfile = "docker/main/Dockerfile"
+  platforms = ["linux/arm64","linux/amd64"]
+  target = "wheels"
+}
+
+target deps {
+  dockerfile = "docker/main/Dockerfile"
+  platforms = ["linux/arm64","linux/amd64"]
+  target = "deps"
+}
+
+target rootfs {
+  dockerfile = "docker/main/Dockerfile"
+  platforms = ["linux/arm64","linux/amd64"]
+  target = "rootfs"
+}
+
+target h8l {
+  dockerfile = "docker/hailo8l/Dockerfile"
+  contexts = {
+    wheels = "target:wheels"
+    deps = "target:deps"
+    rootfs = "target:rootfs"
+  }
+  platforms = ["linux/arm64","linux/amd64"]
+}

docker/hailo8l/h8l.mk

@@ -0,0 +1,10 @@
+BOARDS += h8l
+
+local-h8l: version
+	docker buildx bake --load --file=docker/hailo8l/h8l.hcl --set h8l.tags=frigate:latest-h8l h8l
+
+build-h8l: version
+	docker buildx bake --file=docker/hailo8l/h8l.hcl --set h8l.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-h8l h8l
+
+push-h8l: build-h8l
+	docker buildx bake --push --file=docker/hailo8l/h8l.hcl --set h8l.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-h8l h8l

docker/hailo8l/pyhailort_build_scripts/generate_wheel_conf.py

@@ -0,0 +1,67 @@
+import json
+import os
+import platform
+import sys
+import sysconfig
+
+
+def extract_toolchain_info(compiler):
+    # Remove the "-gcc" or "-g++" suffix if present
+    if compiler.endswith("-gcc") or compiler.endswith("-g++"):
+        compiler = compiler.rsplit("-", 1)[0]
+
+    # Extract the toolchain and ABI part (e.g., "gnu")
+    toolchain_parts = compiler.split("-")
+    abi_conventions = next(
+        (part for part in toolchain_parts if part in ["gnu", "musl", "eabi", "uclibc"]),
+        "",
+    )
+
+    return abi_conventions
+
+
+def generate_wheel_conf():
+    conf_file_path = os.path.join(
+        os.path.abspath(os.path.dirname(__file__)), "wheel_conf.json"
+    )
+
+    # Extract current system and Python version information
+    py_version = f"cp{sys.version_info.major}{sys.version_info.minor}"
+    arch = platform.machine()
+    system = platform.system().lower()
+    libc_version = platform.libc_ver()[1]
+
+    # Get the compiler information
+    compiler = sysconfig.get_config_var("CC")
+    abi_conventions = extract_toolchain_info(compiler)
+
+    # Create the new configuration data
+    new_conf_data = {
+        "py_version": py_version,
+        "arch": arch,
+        "system": system,
+        "libc_version": libc_version,
+        "abi": abi_conventions,
+        "extension": {
+            "posix": "so",
+            "nt": "pyd",  # Windows
+        }[os.name],
+    }
+
+    # If the file exists, load the existing data
+    if os.path.isfile(conf_file_path):
+        with open(conf_file_path, "r") as conf_file:
+            conf_data = json.load(conf_file)
+        # Update the existing data with the new data
+        conf_data.update(new_conf_data)
+    else:
+        # If the file does not exist, use the new data
+        conf_data = new_conf_data
+
+    # Write the updated data to the file
+    with open(conf_file_path, "w") as conf_file:
+        json.dump(conf_data, conf_file, indent=4)
+
+
+if __name__ == "__main__":
+    generate_wheel_conf()

docker/hailo8l/pyhailort_build_scripts/setup.py

@@ -0,0 +1,111 @@
+import json
+import os
+
+from setuptools import find_packages, setup
+from wheel.bdist_wheel import bdist_wheel as orig_bdist_wheel
+
+
+class NonPurePythonBDistWheel(orig_bdist_wheel):
+    """Makes the wheel platform-dependent so it can be based on the _pyhailort architecture"""
+
+    def finalize_options(self):
+        orig_bdist_wheel.finalize_options(self)
+        self.root_is_pure = False
+
+
+def _get_hailort_lib_path():
+    lib_filename = "libhailort.so"
+    lib_path = os.path.join(
+        os.path.abspath(os.path.dirname(__file__)),
+        f"hailo_platform/pyhailort/{lib_filename}",
+    )
+    if os.path.exists(lib_path):
+        print(f"Found libhailort shared library at: {lib_path}")
+    else:
+        print(f"Error: libhailort shared library not found at: {lib_path}")
+        raise FileNotFoundError(f"libhailort shared library not found at: {lib_path}")
+    return lib_path
+
+
+def _get_pyhailort_lib_path():
+    conf_file_path = os.path.join(
+        os.path.abspath(os.path.dirname(__file__)), "wheel_conf.json"
+    )
+    if not os.path.isfile(conf_file_path):
+        raise FileNotFoundError(f"Configuration file not found: {conf_file_path}")
+
+    with open(conf_file_path, "r") as conf_file:
+        content = json.load(conf_file)
+        py_version = content["py_version"]
+        arch = content["arch"]
+        system = content["system"]
+        extension = content["extension"]
+        abi = content["abi"]
+
+        # Construct the filename directly
+        lib_filename = f"_pyhailort.cpython-{py_version.split('cp')[1]}-{arch}-{system}-{abi}.{extension}"
+        lib_path = os.path.join(
+            os.path.abspath(os.path.dirname(__file__)),
+            f"hailo_platform/pyhailort/{lib_filename}",
+        )
+
+        if os.path.exists(lib_path):
+            print(f"Found _pyhailort shared library at: {lib_path}")
+        else:
+            print(f"Error: _pyhailort shared library not found at: {lib_path}")
+            raise FileNotFoundError(
+                f"_pyhailort shared library not found at: {lib_path}"
+            )
+
+        return lib_path
+
+
+def _get_package_paths():
+    packages = []
+    pyhailort_lib = _get_pyhailort_lib_path()
+    hailort_lib = _get_hailort_lib_path()
+    if pyhailort_lib:
+        packages.append(pyhailort_lib)
+    if hailort_lib:
+        packages.append(hailort_lib)
+    packages.append(os.path.abspath("hailo_tutorials/notebooks/*"))
+    packages.append(os.path.abspath("hailo_tutorials/hefs/*"))
+    return packages
+
+
+if __name__ == "__main__":
+    setup(
+        author="Hailo team",
+        author_email="contact@hailo.ai",
+        cmdclass={
+            "bdist_wheel": NonPurePythonBDistWheel,
+        },
+        description="HailoRT",
+        entry_points={
+            "console_scripts": [
+                "hailo=hailo_platform.tools.hailocli.main:main",
+            ]
+        },
+        install_requires=[
+            "argcomplete",
+            "contextlib2",
+            "future",
+            "netaddr",
+            "netifaces",
+            "verboselogs",
+            "numpy==1.23.3",
+        ],
+        name="hailort",
+        package_data={
+            "hailo_platform": _get_package_paths(),
+        },
+        packages=find_packages(),
+        platforms=[
+            "linux_x86_64",
+            "linux_aarch64",
+            "win_amd64",
+        ],
+        url="https://hailo.ai/",
+        version="4.17.0",
+        zip_safe=False,
+    )

docker/hailo8l/requirements-wheels-h8l.txt

@@ -0,0 +1,12 @@
+appdirs==1.4.4
+argcomplete==2.0.0
+contextlib2==0.6.0.post1
+distlib==0.3.6
+filelock==3.8.0
+future==0.18.3
+importlib-metadata==5.1.0
+importlib-resources==5.1.2
+netaddr==0.8.0
+netifaces==0.10.9
+verboselogs==1.7
+virtualenv==20.17.0

docker/hailo8l/user_installation.sh

@@ -0,0 +1,35 @@
+#!/bin/bash
+
+# Update package list and install dependencies
+sudo apt-get update
+sudo apt-get install -y build-essential cmake git wget linux-modules-extra-$(uname -r)
+
+arch=$(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 v4.17.0 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
+
+# Download and install the firmware
+cd ../../
+./download_firmware.sh
+sudo mv hailo8_fw.4.17.0.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."

docker/main/Dockerfile

@@ -1,4 +1,4 @@
-# syntax=docker/dockerfile:1.4
+# syntax=docker/dockerfile:1.6
 
 # https://askubuntu.com/questions/972516/debian-frontend-environment-variable
 ARG DEBIAN_FRONTEND=noninteractive
@@ -33,15 +33,18 @@ RUN --mount=type=tmpfs,target=/tmp --mount=type=tmpfs,target=/var/cache/apt \
 FROM scratch AS go2rtc
 ARG TARGETARCH
 WORKDIR /rootfs/usr/local/go2rtc/bin
-ADD --link --chmod=755 "https://github.com/AlexxIT/go2rtc/releases/download/v1.7.1/go2rtc_linux_${TARGETARCH}" go2rtc
+ADD --link --chmod=755 "https://github.com/AlexxIT/go2rtc/releases/download/v1.9.2/go2rtc_linux_${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
-# 2. Build libUSB without udev to handle NCS2 enumeration
 #
 ####
 # Download and Convert OpenVino model
@@ -51,17 +54,24 @@ ARG DEBIAN_FRONTEND
 # Install OpenVino Runtime and Dev library
 COPY docker/main/requirements-ov.txt /requirements-ov.txt
 RUN apt-get -qq update \
-    && apt-get -qq install -y wget python3 python3-distutils \
+    && 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" \
     && pip install -r /requirements-ov.txt
 
 # Get OpenVino Model
-RUN mkdir /models \
-    && cd /models && omz_downloader --name ssdlite_mobilenet_v2 \
-    && cd /models && omz_converter --name ssdlite_mobilenet_v2 --precision FP16
-
+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
@@ -97,11 +107,12 @@ RUN wget -qO edgetpu_model.tflite https://github.com/google-coral/test_data/raw/
 RUN wget -qO cpu_model.tflite https://github.com/google-coral/test_data/raw/release-frogfish/ssdlite_mobiledet_coco_qat_postprocess.tflite
 COPY labelmap.txt .
 # Copy OpenVino model
-COPY --from=ov-converter /models/public/ssdlite_mobilenet_v2/FP16 openvino-model
+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 cpu_audio_model.tflite https://tfhub.dev/google/lite-model/yamnet/classification/tflite/1?lite-format=tflite
+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 .
 
 
@@ -121,13 +132,15 @@ RUN apt-get -qq update \
     apt-transport-https \
     gnupg \
     wget \
-    && apt-key adv --keyserver keyserver.ubuntu.com --recv-keys 648ACFD622F3D138 \
-    && echo "deb http://deb.debian.org/debian bullseye main contrib non-free" | tee /etc/apt/sources.list.d/raspi.list \
+    # the key fingerprint can be obtained from https://ftp-master.debian.org/keys.html
+    && wget -qO- "https://keyserver.ubuntu.com/pks/lookup?op=get&search=0xA4285295FC7B1A81600062A9605C66F00D6C9793" | \
+    gpg --dearmor > /usr/share/keyrings/debian-archive-bullseye-stable.gpg \
+    && echo "deb [signed-by=/usr/share/keyrings/debian-archive-bullseye-stable.gpg] http://deb.debian.org/debian bullseye main contrib non-free" | \
+    tee /etc/apt/sources.list.d/debian-bullseye-nonfree.list \
     && apt-get -qq update \
     && apt-get -qq install -y \
     python3.9 \
     python3.9-dev \
-    wget \
     # opencv dependencies
     build-essential cmake git pkg-config libgtk-3-dev \
     libavcodec-dev libavformat-dev libswscale-dev libv4l-dev \
@@ -135,6 +148,8 @@ RUN apt-get -qq update \
     gfortran openexr libatlas-base-dev libssl-dev\
     libtbb2 libtbb-dev libdc1394-22-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/*
@@ -148,6 +163,10 @@ RUN wget -q https://bootstrap.pypa.io/get-pip.py -O get-pip.py \
 COPY docker/main/requirements.txt /requirements.txt
 RUN pip3 install -r /requirements.txt
 
+# Build pysqlite3 from source to support ChromaDB
+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
 
@@ -157,6 +176,7 @@ FROM scratch AS deps-rootfs
 COPY --from=nginx /usr/local/nginx/ /usr/local/nginx/
 COPY --from=go2rtc /rootfs/ /
 COPY --from=libusb-build /usr/local/lib /usr/local/lib
+COPY --from=tempio /rootfs/ /
 COPY --from=s6-overlay /rootfs/ /
 COPY --from=models /rootfs/ /
 COPY docker/main/rootfs/ /
@@ -174,7 +194,14 @@ ARG APT_KEY_DONT_WARN_ON_DANGEROUS_USAGE=DontWarn
 ENV NVIDIA_VISIBLE_DEVICES=all
 ENV NVIDIA_DRIVER_CAPABILITIES="compute,video,utility"
 
-ENV PATH="/usr/lib/btbn-ffmpeg/bin:/usr/local/go2rtc/bin:/usr/local/nginx/sbin:${PATH}"
+# Turn off Chroma Telemetry: https://docs.trychroma.com/telemetry#opting-out
+ENV ANONYMIZED_TELEMETRY=False
+# Allow resetting the chroma database
+ENV ALLOW_RESET=True
+# Disable tokenizer parallelism warning
+ENV TOKENIZERS_PARALLELISM=true
+
+ENV PATH="/usr/lib/btbn-ffmpeg/bin:/usr/local/go2rtc/bin:/usr/local/tempio/bin:/usr/local/nginx/sbin:${PATH}"
 
 # Install dependencies
 RUN --mount=type=bind,source=docker/main/install_deps.sh,target=/deps/install_deps.sh \
@@ -189,16 +216,20 @@ COPY --from=deps-rootfs / /
 RUN ldconfig
 
 EXPOSE 5000
-EXPOSE 1935
 EXPOSE 8554
 EXPOSE 8555/tcp 8555/udp
 
 # Configure logging to prepend timestamps, log to stdout, keep 0 archives and rotate on 10MB
 ENV S6_LOGGING_SCRIPT="T 1 n0 s10000000 T"
+# Do not fail on long-running download scripts
+ENV S6_CMD_WAIT_FOR_SERVICES_MAXTIME=0
 
 ENTRYPOINT ["/init"]
 CMD []
 
+HEALTHCHECK --start-period=120s --start-interval=5s --interval=15s --timeout=5s --retries=3 \
+    CMD curl --fail --silent --show-error http://127.0.0.1:5000/api/version || exit 1
+
 # Frigate deps with Node.js and NPM for devcontainer
 FROM deps AS devcontainer
 
@@ -210,13 +241,13 @@ COPY docker/main/fake_frigate_run /etc/s6-overlay/s6-rc.d/frigate/run
 RUN mkdir -p /opt/frigate \
     && ln -svf /workspace/frigate/frigate /opt/frigate/frigate
 
-# Install Node 16
-RUN apt-get update \
-    && apt-get install wget -y \
-    && wget -qO- https://deb.nodesource.com/setup_16.x | bash - \
-    && apt-get install -y nodejs \
+# 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@9
+    && npm install -g npm@10
 
 WORKDIR /workspace/frigate
 
@@ -227,12 +258,14 @@ RUN apt-get update \
 RUN --mount=type=bind,source=./docker/main/requirements-dev.txt,target=/workspace/frigate/requirements-dev.txt \
     pip3 install -r requirements-dev.txt
 
+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=$BUILDPLATFORM node:16 AS web-build
+FROM --platform=$BUILDPLATFORM node:20 AS web-build
 
 WORKDIR /work
 COPY web/package.json web/package-lock.json ./

docker/main/build_nginx.sh

@@ -2,10 +2,11 @@
 
 set -euxo pipefail
 
-NGINX_VERSION="1.25.2"
+NGINX_VERSION="1.25.3"
 VOD_MODULE_VERSION="1.31"
 SECURE_TOKEN_MODULE_VERSION="1.5"
-RTMP_MODULE_VERSION="1.2.2"
+SET_MISC_MODULE_VERSION="v0.33"
+NGX_DEVEL_KIT_VERSION="v0.3.3"
 
 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
@@ -49,10 +50,16 @@ mkdir /tmp/nginx-secure-token-module
 wget https://github.com/kaltura/nginx-secure-token-module/archive/refs/tags/${SECURE_TOKEN_MODULE_VERSION}.tar.gz
 tar -zxf ${SECURE_TOKEN_MODULE_VERSION}.tar.gz -C /tmp/nginx-secure-token-module --strip-components=1
 rm ${SECURE_TOKEN_MODULE_VERSION}.tar.gz
-mkdir /tmp/nginx-rtmp-module
-wget -nv https://github.com/arut/nginx-rtmp-module/archive/refs/tags/v${RTMP_MODULE_VERSION}.tar.gz
-tar -zxf v${RTMP_MODULE_VERSION}.tar.gz -C /tmp/nginx-rtmp-module --strip-components=1
-rm v${RTMP_MODULE_VERSION}.tar.gz
+
+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
 
@@ -60,10 +67,13 @@ cd /tmp/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 \
-    --add-module=../nginx-rtmp-module \
     --with-cc-opt="-O3 -Wno-error=implicit-fallthrough"
 
 make CC="ccache gcc" -j$(nproc) && make install

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/python3.9/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/install_deps.sh

@@ -40,7 +40,7 @@ apt-get -qq install --no-install-recommends --no-install-suggests -y \
 # btbn-ffmpeg -> amd64
 if [[ "${TARGETARCH}" == "amd64" ]]; then
     mkdir -p /usr/lib/btbn-ffmpeg
-    wget -qO btbn-ffmpeg.tar.xz "https://github.com/BtbN/FFmpeg-Builds/releases/download/autobuild-2022-07-31-12-37/ffmpeg-n5.1-2-g915ef932a3-linux64-gpl-5.1.tar.xz"
+    wget -qO btbn-ffmpeg.tar.xz "https://github.com/NickM-27/FFmpeg-Builds/releases/download/autobuild-2022-07-31-12-37/ffmpeg-n5.1-2-g915ef932a3-linux64-gpl-5.1.tar.xz"
     tar -xf btbn-ffmpeg.tar.xz -C /usr/lib/btbn-ffmpeg --strip-components 1
     rm -rf btbn-ffmpeg.tar.xz /usr/lib/btbn-ffmpeg/doc /usr/lib/btbn-ffmpeg/bin/ffplay
 fi
@@ -48,31 +48,23 @@ fi
 # ffmpeg -> arm64
 if [[ "${TARGETARCH}" == "arm64" ]]; then
     mkdir -p /usr/lib/btbn-ffmpeg
-    wget -qO btbn-ffmpeg.tar.xz "https://github.com/BtbN/FFmpeg-Builds/releases/download/autobuild-2022-07-31-12-37/ffmpeg-n5.1-2-g915ef932a3-linuxarm64-gpl-5.1.tar.xz"
+    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/btbn-ffmpeg --strip-components 1
     rm -rf btbn-ffmpeg.tar.xz /usr/lib/btbn-ffmpeg/doc /usr/lib/btbn-ffmpeg/bin/ffplay
 fi
 
 # arch specific packages
 if [[ "${TARGETARCH}" == "amd64" ]]; then
-    # use debian bookworm for AMD hwaccel packages
-    echo 'deb https://deb.debian.org/debian bookworm main contrib' >/etc/apt/sources.list.d/debian-bookworm.list
+    # use debian bookworm for hwaccel packages
+    echo 'deb https://deb.debian.org/debian bookworm main contrib non-free' >/etc/apt/sources.list.d/debian-bookworm.list
     apt-get -qq update
-    apt-get -qq install --no-install-recommends --no-install-suggests -y \
-        mesa-va-drivers radeontop
-    rm -f /etc/apt/sources.list.d/debian-bookworm.list
-
-    # Use debian testing repo only for intel hwaccel packages
-    echo 'deb http://deb.debian.org/debian testing main non-free' >/etc/apt/sources.list.d/debian-testing.list
-    apt-get -qq update
-    # intel-opencl-icd specifically for GPU support in OpenVino
     apt-get -qq install --no-install-recommends --no-install-suggests -y \
         intel-opencl-icd \
-        libva-drm2 intel-media-va-driver-non-free i965-va-driver libmfx1 intel-gpu-tools
+        mesa-va-drivers radeontop libva-drm2 intel-media-va-driver-non-free i965-va-driver libmfx1 intel-gpu-tools
     # something about this dependency requires it to be installed in a separate call rather than in the line above
     apt-get -qq install --no-install-recommends --no-install-suggests -y \
         i965-va-driver-shaders
-    rm -f /etc/apt/sources.list.d/debian-testing.list
+    rm -f /etc/apt/sources.list.d/debian-bookworm.list
 fi
 
 if [[ "${TARGETARCH}" == "arm64" ]]; then

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

@@ -1,3 +1 @@
-black == 23.3.*
-isort
 ruff

docker/main/requirements-ov.txt

@@ -1,5 +1,3 @@
 numpy
-# Openvino Library - Custom built with MYRIAD support
-openvino @ https://github.com/NateMeyer/openvino-wheels/releases/download/multi-arch_2022.3.1/openvino-2022.3.1-1-cp39-cp39-manylinux_2_31_x86_64.whl; platform_machine == 'x86_64'
-openvino @ https://github.com/NateMeyer/openvino-wheels/releases/download/multi-arch_2022.3.1/openvino-2022.3.1-1-cp39-cp39-linux_aarch64.whl; platform_machine == 'aarch64'
-openvino-dev[tensorflow2] @ https://github.com/NateMeyer/openvino-wheels/releases/download/multi-arch_2022.3.1/openvino_dev-2022.3.1-1-py3-none-any.whl
+tensorflow
+openvino-dev>=2024.0.0

docker/main/requirements-wheels.txt

@@ -1,28 +1,42 @@
 click == 8.1.*
-Flask == 2.3.*
+Flask == 3.0.*
+Flask_Limiter == 3.8.*
 imutils == 0.5.*
-matplotlib == 3.7.*
-mypy == 1.4.1
-numpy == 1.23.*
+joserfc == 1.0.*
+markupsafe == 2.1.*
+mypy == 1.6.1
+numpy == 1.26.*
 onvif_zeep == 0.2.12
-opencv-python-headless == 4.7.0.*
-paho-mqtt == 1.6.*
-peewee == 3.16.*
-peewee_migrate == 1.12.*
+opencv-python-headless == 4.9.0.*
+paho-mqtt == 2.1.*
+pandas == 2.2.*
+peewee == 3.17.*
+peewee_migrate == 1.13.*
 psutil == 5.9.*
-pydantic == 1.10.*
+pydantic == 2.8.*
 git+https://github.com/fbcotter/py3nvml#egg=py3nvml
 PyYAML == 6.0.*
-pytz == 2023.3
-ruamel.yaml == 0.17.*
-tzlocal == 5.0.*
+pytz == 2024.1
+pyzmq == 26.2.*
+ruamel.yaml == 0.18.*
+tzlocal == 5.2
 types-PyYAML == 6.0.*
-requests == 2.31.*
-types-requests == 2.31.*
-scipy == 1.11.*
+requests == 2.32.*
+types-requests == 2.32.*
+scipy == 1.13.*
 norfair == 2.2.*
 setproctitle == 1.3.*
 ws4py == 0.5.*
-# Openvino Library - Custom built with MYRIAD support
-openvino @ https://github.com/NateMeyer/openvino-wheels/releases/download/multi-arch_2022.3.1/openvino-2022.3.1-1-cp39-cp39-manylinux_2_31_x86_64.whl; platform_machine == 'x86_64'
-openvino @ https://github.com/NateMeyer/openvino-wheels/releases/download/multi-arch_2022.3.1/openvino-2022.3.1-1-cp39-cp39-linux_aarch64.whl; platform_machine == 'aarch64'
+unidecode == 1.3.*
+onnxruntime == 1.18.*
+openvino == 2024.1.*
+# Embeddings
+onnx_clip == 4.0.*
+chromadb == 0.5.0
+# Generative AI
+google-generativeai == 0.6.*
+ollama == 0.2.*
+openai == 1.30.*
+# push notifications
+py-vapid == 1.9.*
+pywebpush == 2.0.*

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/chroma-log/consumer-for

@@ -0,0 +1 @@
+chroma

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

@@ -0,0 +1 @@
+chroma-pipeline

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

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

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

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

docker/main/rootfs/etc/s6-overlay/s6-rc.d/chroma/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="ChromaDB"
+
+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/chroma/producer-for

@@ -0,0 +1 @@
+chroma-log

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

@@ -0,0 +1,27 @@
+#!/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 .
+
+search_enabled=`python3 /usr/local/semantic_search/get_search_settings.py | jq -r .enabled`
+
+# Replace the bash process with the Frigate process, redirecting stderr to stdout
+exec 2>&1
+
+if [[ "$search_enabled" == 'true' ]]; then
+    echo "[INFO] Starting ChromaDB..."
+    exec /usr/local/chroma run --path /config/chroma --host 127.0.0.1
+else
+    while true
+    do
+        sleep 9999
+        continue
+    done
+    exit 0
+fi

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

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

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

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

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

@@ -16,8 +16,8 @@ function migrate_db_path() {
     if [[ -f "${config_file_yaml}" ]]; then
         config_file="${config_file_yaml}"
     elif [[ ! -f "${config_file}" ]]; then
-        echo "[ERROR] Frigate config file not found"
-        return 1
+        # Frigate will create the config file on startup
+        return 0
     fi
     unset config_file_yaml
 

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

@@ -45,8 +45,13 @@ function get_ip_and_port_from_supervisor() {
 
 export LIBAVFORMAT_VERSION_MAJOR=$(ffmpeg -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 go2rtc config..."
+    echo "[INFO] Preparing new go2rtc config..."
 
     if [[ -n "${SUPERVISOR_TOKEN:-}" ]]; then
         # Running as a Home Assistant add-on, infer the IP address and port
@@ -54,6 +59,8 @@ if [[ ! -f "/dev/shm/go2rtc.yaml" ]]; then
     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
 
 readonly config_path="/config"

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

@@ -4,7 +4,7 @@
 
 set -o errexit -o nounset -o pipefail
 
-dirs=(/dev/shm/logs/frigate /dev/shm/logs/go2rtc /dev/shm/logs/nginx)
+dirs=(/dev/shm/logs/frigate /dev/shm/logs/go2rtc /dev/shm/logs/nginx /dev/shm/logs/certsync /dev/shm/logs/chroma)
 
 mkdir -p "${dirs[@]}"
 chown nobody:nogroup "${dirs[@]}"

docker/main/rootfs/etc/s6-overlay/s6-rc.d/nginx/data/check

@@ -0,0 +1,5 @@
+#!/usr/bin/env bash
+set -e
+
+# Wait for PID file to exist.
+while ! test -f /run/nginx.pid; do sleep 1; done

docker/main/rootfs/etc/s6-overlay/s6-rc.d/nginx/notification-fd

@@ -0,0 +1 @@
+3

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

@@ -8,6 +8,84 @@ set -o errexit -o nounset -o pipefail
 
 echo "[INFO] Starting NGINX..."
 
+# Taken from https://github.com/felipecrs/cgroup-scripts/commits/master/get_cpus.sh
+function get_cpus() {
+    local quota=""
+    local period=""
+
+    if [ -f /sys/fs/cgroup/cgroup.controllers ]; then
+        if [ -f /sys/fs/cgroup/cpu.max ]; then
+            read -r quota period </sys/fs/cgroup/cpu.max
+            if [ "$quota" = "max" ]; then
+                quota=""
+                period=""
+            fi
+        else
+            echo "[WARN] /sys/fs/cgroup/cpu.max not found. Falling back to /proc/cpuinfo." >&2
+        fi
+    else
+        if [ -f /sys/fs/cgroup/cpu/cpu.cfs_quota_us ] && [ -f /sys/fs/cgroup/cpu/cpu.cfs_period_us ]; then
+            quota=$(cat /sys/fs/cgroup/cpu/cpu.cfs_quota_us)
+            period=$(cat /sys/fs/cgroup/cpu/cpu.cfs_period_us)
+
+            if [ "$quota" = "-1" ]; then
+                quota=""
+                period=""
+            fi
+        else
+            echo "[WARN] /sys/fs/cgroup/cpu/cpu.cfs_quota_us or /sys/fs/cgroup/cpu/cpu.cfs_period_us not found. Falling back to /proc/cpuinfo." >&2
+        fi
+    fi
+
+    local cpus
+    if [ "${period}" != "0" ] && [ -n "${quota}" ] && [ -n "${period}" ]; then
+        cpus=$((quota / period))
+        if [ "$cpus" -eq 0 ]; then
+            cpus=1
+        fi
+    else
+        cpus=$(grep -c ^processor /proc/cpuinfo)
+    fi
+
+    printf '%s' "$cpus"
+}
+
+function set_worker_processes() {
+    # Capture number of assigned CPUs to calculate worker processes
+    local cpus
+
+    cpus=$(get_cpus)
+    if [[ "${cpus}" -gt 4 ]]; then
+        cpus=4
+    fi
+
+    # we need to catch any errors because sed will fail if user has bind mounted a custom nginx file
+    sed -i "s/worker_processes auto;/worker_processes ${cpus};/" /usr/local/nginx/conf/nginx.conf || true
+}
+
+set_worker_processes
+
+# ensure the directory for ACME challenges exists
+mkdir -p /etc/letsencrypt/www
+
+# Create self signed certs if needed
+letsencrypt_path=/etc/letsencrypt/live/frigate
+mkdir -p $letsencrypt_path
+
+if [ ! \( -f "$letsencrypt_path/privkey.pem" -a -f "$letsencrypt_path/fullchain.pem" \) ]; then
+    echo "[INFO] No TLS certificate found. Generating a self signed certificate..."
+    openssl req -new -newkey rsa:4096 -days 365 -nodes -x509 \
+        -subj "/O=FRIGATE DEFAULT CERT/CN=*" \
+        -keyout "$letsencrypt_path/privkey.pem" -out "$letsencrypt_path/fullchain.pem" 2>/dev/null
+fi
+
+# build templates for optional TLS support
+python3 /usr/local/nginx/get_tls_settings.py | \
+    tempio  -template /usr/local/nginx/templates/listen.gotmpl \
+            -out /usr/local/nginx/conf/listen.conf
+
 # Replace the bash process with the NGINX process, redirecting stderr to stdout
 exec 2>&1
-exec nginx
+exec \
+    s6-notifyoncheck -t 30000 -n 1 \
+    nginx

docker/main/rootfs/labelmap/coco-80.txt

@@ -0,0 +1,80 @@
+0  person
+1  bicycle
+2  car
+3  motorcycle
+4  airplane
+5  car
+6  train
+7  car
+8  boat
+9  traffic light
+10  fire hydrant
+11  stop sign
+12  parking meter
+13  bench
+14  bird
+15  cat
+16  dog
+17  horse
+18  sheep
+19  cow
+20  elephant
+21  bear
+22  zebra
+23  giraffe
+24  backpack
+25  umbrella
+26  handbag
+27  tie
+28  suitcase
+29  frisbee
+30  skis
+31  snowboard
+32  sports ball
+33  kite
+34  baseball bat
+35  baseball glove
+36  skateboard
+37  surfboard
+38  tennis racket
+39  bottle
+40  wine glass
+41  cup
+42  fork
+43  knife
+44  spoon
+45  bowl
+46  banana
+47  apple
+48  sandwich
+49  orange
+50  broccoli
+51  carrot
+52  hot dog
+53  pizza
+54  donut
+55  cake
+56  chair
+57  couch
+58  potted plant
+59  bed
+60  dining table
+61  toilet
+62  tv
+63  laptop
+64  mouse
+65  remote
+66  keyboard
+67  cell phone
+68  microwave
+69  oven
+70  toaster
+71  sink
+72  refrigerator
+73  book
+74  clock
+75  vase
+76  scissors
+77  teddy bear
+78  hair drier
+79  toothbrush

docker/main/rootfs/labelmap/coco.txt

@@ -0,0 +1,91 @@
+0  person
+1  bicycle
+2  car
+3  motorcycle
+4  airplane
+5  bus
+6  train
+7  car
+8  boat
+9  traffic light
+10  fire hydrant
+11  street sign
+12  stop sign
+13  parking meter
+14  bench
+15  bird
+16  cat
+17  dog
+18  horse
+19  sheep
+20  cow
+21  elephant
+22  bear
+23  zebra
+24  giraffe
+25  hat
+26  backpack
+27  umbrella
+28  shoe
+29  eye glasses
+30  handbag
+31  tie
+32  suitcase
+33  frisbee
+34  skis
+35  snowboard
+36  sports ball
+37  kite
+38  baseball bat
+39  baseball glove
+40  skateboard
+41  surfboard
+42  tennis racket
+43  bottle
+44  plate
+45  wine glass
+46  cup
+47  fork
+48  knife
+49  spoon
+50  bowl
+51  banana
+52  apple
+53  sandwich
+54  orange
+55  broccoli
+56  carrot
+57  hot dog
+58  pizza
+59  donut
+60  cake
+61  chair
+62  couch
+63  potted plant
+64  bed
+65  mirror
+66  dining table
+67  window
+68  desk
+69  toilet
+70  door
+71  tv
+72  laptop
+73  mouse
+74  remote
+75  keyboard
+76  cell phone
+77  microwave
+78  oven
+79  toaster
+80  sink
+81  refrigerator
+82  blender
+83  book
+84  clock
+85  vase
+86  scissors
+87  teddy bear
+88  hair drier
+89  toothbrush
+90  hair brush

docker/main/rootfs/usr/local/chroma

@@ -0,0 +1,14 @@
+#!/usr/bin/python3
+# -*- coding: utf-8 -*-s
+__import__("pysqlite3")
+
+import re
+import sys
+
+sys.modules["sqlite3"] = sys.modules.pop("pysqlite3")
+
+from chromadb.cli.cli import app
+
+if __name__ == "__main__":
+    sys.argv[0] = re.sub(r"(-script\.pyw|\.exe)?$", "", sys.argv[0])
+    sys.exit(app())

docker/main/rootfs/usr/local/go2rtc/create_config.py

@@ -3,6 +3,7 @@
 import json
 import os
 import sys
+from pathlib import Path
 
 import yaml
 
@@ -16,6 +17,14 @@ sys.path.remove("/opt/frigate")
 
 
 FRIGATE_ENV_VARS = {k: v for k, v in os.environ.items() if k.startswith("FRIGATE_")}
+# read docker secret files as env vars too
+if os.path.isdir("/run/secrets"):
+    for secret_file in os.listdir("/run/secrets"):
+        if secret_file.startswith("FRIGATE_"):
+            FRIGATE_ENV_VARS[secret_file] = (
+                Path(os.path.join("/run/secrets", secret_file)).read_text().strip()
+            )
+
 config_file = os.environ.get("CONFIG_FILE", "/config/config.yml")
 
 # Check if we can use .yaml instead of .yml
@@ -23,13 +32,16 @@ config_file_yaml = config_file.replace(".yml", ".yaml")
 if os.path.isfile(config_file_yaml):
     config_file = config_file_yaml
 
-with open(config_file) as f:
-    raw_config = f.read()
+try:
+    with open(config_file) as f:
+        raw_config = f.read()
 
-if config_file.endswith((".yaml", ".yml")):
-    config: dict[str, any] = yaml.safe_load(raw_config)
-elif config_file.endswith(".json"):
-    config: dict[str, any] = json.loads(raw_config)
+    if config_file.endswith((".yaml", ".yml")):
+        config: dict[str, any] = yaml.safe_load(raw_config)
+    elif config_file.endswith(".json"):
+        config: dict[str, any] = json.loads(raw_config)
+except FileNotFoundError:
+    config: dict[str, any] = {}
 
 go2rtc_config: dict[str, any] = config.get("go2rtc", {})
 
@@ -49,7 +61,15 @@ if go2rtc_config.get("log") is None:
 elif go2rtc_config["log"].get("format") is None:
     go2rtc_config["log"]["format"] = "text"
 
-if not go2rtc_config.get("webrtc", {}).get("candidates", []):
+# ensure there is a default webrtc config
+if not go2rtc_config.get("webrtc"):
+    go2rtc_config["webrtc"] = {}
+
+# go2rtc should listen on 8555 tcp & udp by default
+if not go2rtc_config["webrtc"].get("listen"):
+    go2rtc_config["webrtc"]["listen"] = ":8555"
+
+if not go2rtc_config["webrtc"].get("candidates", []):
     default_candidates = []
     # use internal candidate if it was discovered when running through the add-on
     internal_candidate = os.environ.get(
@@ -92,9 +112,9 @@ if int(os.environ["LIBAVFORMAT_VERSION_MAJOR"]) < 59:
             "rtsp": "-fflags nobuffer -flags low_delay -stimeout 5000000 -user_agent go2rtc/ffmpeg -rtsp_transport tcp -i {input}"
         }
     elif go2rtc_config["ffmpeg"].get("rtsp") is None:
-        go2rtc_config["ffmpeg"][
-            "rtsp"
-        ] = "-fflags nobuffer -flags low_delay -stimeout 5000000 -user_agent go2rtc/ffmpeg -rtsp_transport tcp -i {input}"
+        go2rtc_config["ffmpeg"]["rtsp"] = (
+            "-fflags nobuffer -flags low_delay -stimeout 5000000 -user_agent go2rtc/ffmpeg -rtsp_transport tcp -i {input}"
+        )
 
 for name in go2rtc_config.get("streams", {}):
     stream = go2rtc_config["streams"][name]

docker/main/rootfs/usr/local/nginx/conf/auth_location.conf

@@ -0,0 +1,43 @@
+set $upstream_auth http://127.0.0.1:5001/auth;
+
+## Virtual endpoint created by nginx to forward auth requests.
+location /auth {
+    ## Essential Proxy Configuration
+    internal;
+    proxy_pass $upstream_auth;
+
+    ## Headers
+
+    # First strip out all the request headers
+    # Note: This is important to ensure that upgrade requests for secure
+    #       websockets dont cause the backend to fail
+    proxy_pass_request_headers off;
+    # Pass info about the request
+    proxy_set_header X-Original-Method $request_method;
+    proxy_set_header X-Original-URL $scheme://$http_host$request_uri;
+    proxy_set_header X-Server-Port $server_port;
+    proxy_set_header Content-Length "";
+    # Pass along auth related info
+    proxy_set_header Authorization $http_authorization;
+    proxy_set_header Cookie $http_cookie;
+    proxy_set_header X-CSRF-TOKEN "1";
+
+    # include headers from common auth proxies
+    include proxy_trusted_headers.conf;
+
+    ## Basic Proxy Configuration
+    proxy_pass_request_body off;
+    proxy_next_upstream error timeout invalid_header http_500 http_502 http_503; # Timeout if the real server is dead
+    proxy_redirect http:// $scheme://;
+    proxy_http_version 1.1;
+    proxy_cache_bypass $cookie_session;
+    proxy_no_cache $cookie_session;
+    proxy_buffers 4 32k;
+    client_body_buffer_size 128k;
+
+    ## Advanced Proxy Configuration
+    send_timeout 5m;
+    proxy_read_timeout 240;
+    proxy_send_timeout 240;
+    proxy_connect_timeout 240;
+}

docker/main/rootfs/usr/local/nginx/conf/auth_request.conf

@@ -0,0 +1,22 @@
+## Send a subrequest to verify if the user is authenticated and has permission to access the resource.
+auth_request /auth;
+
+## Save the upstream metadata response headers from Authelia to variables.
+auth_request_set $user $upstream_http_remote_user;
+auth_request_set $groups $upstream_http_remote_groups;
+auth_request_set $name $upstream_http_remote_name;
+auth_request_set $email $upstream_http_remote_email;
+
+## Inject the metadata response headers from the variables into the request made to the backend.
+proxy_set_header Remote-User $user;
+proxy_set_header Remote-Groups $groups;
+proxy_set_header Remote-Email $email;
+proxy_set_header Remote-Name $name;
+
+## Refresh the cookie as needed
+auth_request_set $auth_cookie $upstream_http_set_cookie;
+add_header Set-Cookie $auth_cookie;
+
+## Pass the location header back up if it exists
+auth_request_set $redirection_url $upstream_http_location;
+add_header Location $redirection_url;

docker/main/rootfs/usr/local/nginx/conf/go2rtc_upstream.conf

@@ -0,0 +1,4 @@
+upstream go2rtc {
+    server 127.0.0.1:1984;
+    keepalive 1024;
+}

docker/main/rootfs/usr/local/nginx/conf/nginx.conf

@@ -10,6 +10,8 @@ events {
 }
 
 http {
+    map_hash_bucket_size 256;
+
     include mime.types;
     default_type application/octet-stream;
 
@@ -32,6 +34,13 @@ http {
     gzip_proxied no-cache no-store private expired auth;
     gzip_vary on;
 
+    proxy_cache_path /dev/shm/nginx_cache levels=1:2 keys_zone=api_cache:10m max_size=10m inactive=1m use_temp_path=off;
+
+    map $sent_http_content_type $should_not_cache {
+        'application/json' 0;
+        default 1;
+    }
+
     upstream frigate_api {
         server 127.0.0.1:5001;
         keepalive 1024;
@@ -47,13 +56,10 @@ http {
         keepalive 1024;
     }
 
-    upstream go2rtc {
-        server 127.0.0.1:1984;
-        keepalive 1024;
-    }
+    include go2rtc_upstream.conf;
 
     server {
-        listen 5000;
+        include listen.conf;
 
         # vod settings
         vod_base_url '';
@@ -86,34 +92,24 @@ http {
         gzip on;
         gzip_types application/vnd.apple.mpegurl;
 
+        include auth_location.conf;
+
         location /vod/ {
+            include auth_request.conf;
             aio threads;
             vod hls;
 
             secure_token $args;
             secure_token_types application/vnd.apple.mpegurl;
 
-            add_header Access-Control-Allow-Headers '*';
-            add_header Access-Control-Expose-Headers 'Server,range,Content-Length,Content-Range';
-            add_header Access-Control-Allow-Methods 'GET, HEAD, OPTIONS';
-            add_header Access-Control-Allow-Origin '*';
             add_header Cache-Control "no-store";
             expires off;
         }
 
         location /stream/ {
+            include auth_request.conf;
             add_header Cache-Control "no-store";
             expires off;
-            add_header 'Access-Control-Allow-Origin' "$http_origin" always;
-            add_header 'Access-Control-Allow-Credentials' 'true';
-            add_header 'Access-Control-Expose-Headers' 'Content-Length';
-            if ($request_method = 'OPTIONS') {
-                add_header 'Access-Control-Allow-Origin' "$http_origin";
-                add_header 'Access-Control-Max-Age' 1728000;
-                add_header 'Content-Type' 'text/plain charset=UTF-8';
-                add_header 'Content-Length' 0;
-                return 204;
-            }
 
             types {
                 application/dash+xml mpd;
@@ -126,22 +122,14 @@ http {
         }
 
         location /clips/ {
-            add_header 'Access-Control-Allow-Origin' "$http_origin" always;
-            add_header 'Access-Control-Allow-Credentials' 'true';
-            add_header 'Access-Control-Expose-Headers' 'Content-Length';
-            if ($request_method = 'OPTIONS') {
-                add_header 'Access-Control-Allow-Origin' "$http_origin";
-                add_header 'Access-Control-Max-Age' 1728000;
-                add_header 'Content-Type' 'text/plain charset=UTF-8';
-                add_header 'Content-Length' 0;
-                return 204;
-            }
-
+            include auth_request.conf;
             types {
                 video/mp4 mp4;
                 image/jpeg jpg;
             }
 
+            expires 7d;
+            add_header Cache-Control "public";
             autoindex on;
             root /media/frigate;
         }
@@ -152,17 +140,7 @@ http {
         }
 
         location /recordings/ {
-            add_header 'Access-Control-Allow-Origin' "$http_origin" always;
-            add_header 'Access-Control-Allow-Credentials' 'true';
-            add_header 'Access-Control-Expose-Headers' 'Content-Length';
-            if ($request_method = 'OPTIONS') {
-                add_header 'Access-Control-Allow-Origin' "$http_origin";
-                add_header 'Access-Control-Max-Age' 1728000;
-                add_header 'Content-Type' 'text/plain charset=UTF-8';
-                add_header 'Content-Length' 0;
-                return 204;
-            }
-
+            include auth_request.conf;
             types {
                 video/mp4 mp4;
             }
@@ -173,17 +151,7 @@ http {
         }
 
         location /exports/ {
-            add_header 'Access-Control-Allow-Origin' "$http_origin" always;
-            add_header 'Access-Control-Allow-Credentials' 'true';
-            add_header 'Access-Control-Expose-Headers' 'Content-Length';
-            if ($request_method = 'OPTIONS') {
-                add_header 'Access-Control-Allow-Origin' "$http_origin";
-                add_header 'Access-Control-Max-Age' 1728000;
-                add_header 'Content-Type' 'text/plain charset=UTF-8';
-                add_header 'Content-Length' 0;
-                return 204;
-            }
-
+            include auth_request.conf;
             types {
                 video/mp4 mp4;
             }
@@ -194,72 +162,121 @@ http {
         }
 
         location /ws {
+            include auth_request.conf;
             proxy_pass http://mqtt_ws/;
-            proxy_http_version 1.1;
-            proxy_set_header Upgrade $http_upgrade;
-            proxy_set_header Connection "Upgrade";
-            proxy_set_header Host $host;
+            include proxy.conf;
         }
 
         location /live/jsmpeg/ {
+            include auth_request.conf;
             proxy_pass http://jsmpeg/;
-            proxy_http_version 1.1;
-            proxy_set_header Upgrade $http_upgrade;
-            proxy_set_header Connection "Upgrade";
-            proxy_set_header Host $host;
+            include proxy.conf;
         }
 
-        location /live/mse/ {
-            proxy_pass http://go2rtc/;
-            proxy_http_version 1.1;
-            proxy_set_header Upgrade $http_upgrade;
-            proxy_set_header Connection "Upgrade";
-            proxy_set_header Host $host;
+        # frigate lovelace card uses this path
+        location /live/mse/api/ws {
+            include auth_request.conf;
+            limit_except GET {
+                deny  all;
+            }
+            proxy_pass http://go2rtc/api/ws;
+            include proxy.conf;
         }
 
-        location /live/webrtc/ {
-            proxy_pass http://go2rtc/;
-            proxy_http_version 1.1;
-            proxy_set_header Upgrade $http_upgrade;
-            proxy_set_header Connection "Upgrade";
-            proxy_set_header Host $host;
+        location /live/webrtc/api/ws {
+            include auth_request.conf;
+            limit_except GET {
+                deny  all;
+            }
+            proxy_pass http://go2rtc/api/ws;
+            include proxy.conf;
         }
 
-        location ~* /api/go2rtc([/]?.*)$ {
-            proxy_pass http://go2rtc;
-            rewrite ^/api/go2rtc(.*)$ /api$1 break;
-            proxy_http_version 1.1;
-            proxy_set_header Upgrade $http_upgrade;
-            proxy_set_header Connection "Upgrade";
-            proxy_set_header Host $host;
+        # pass through go2rtc player
+        location /live/webrtc/webrtc.html {
+            include auth_request.conf;
+            limit_except GET {
+                deny  all;
+            }
+            proxy_pass http://go2rtc/webrtc.html;
+            include proxy.conf;
         }
 
-        location ~* /api/.*\.(jpg|jpeg|png)$ {
-            add_header 'Access-Control-Allow-Origin' '*';
-            add_header 'Access-Control-Allow-Methods' 'GET, POST, PUT, DELETE, OPTIONS';
+        # frontend uses this to fetch the version
+        location /api/go2rtc/api {
+            include auth_request.conf;
+            limit_except GET {
+                deny  all;
+            }
+            proxy_pass http://go2rtc/api;
+            include proxy.conf;
+        }
+
+        # integration uses this to add webrtc candidate
+        location /api/go2rtc/webrtc {
+            include auth_request.conf;
+            limit_except POST {
+                deny  all;
+            }
+            proxy_pass http://go2rtc/api/webrtc;
+            include proxy.conf;
+        }
+
+        location ~* /api/.*\.(jpg|jpeg|png|webp|gif)$ {
+            include auth_request.conf;
             rewrite ^/api/(.*)$ $1 break;
             proxy_pass http://frigate_api;
-            proxy_pass_request_headers on;
-            proxy_set_header Host $host;
-            proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
-            proxy_set_header X-Forwarded-Proto $scheme;
+            include proxy.conf;
         }
 
         location /api/ {
+            include auth_request.conf;
             add_header Cache-Control "no-store";
             expires off;
-
-            add_header 'Access-Control-Allow-Origin' '*';
-            add_header 'Access-Control-Allow-Methods' 'GET, POST, PUT, DELETE, OPTIONS';
-            add_header 'Access-Control-Allow-Headers' 'DNT,User-Agent,X-Requested-With,If-Modified-Since,Cache-Control,Content-Type,Range';
             proxy_pass http://frigate_api/;
-            proxy_pass_request_headers on;
-            proxy_set_header Host $host;
-            proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
-            proxy_set_header X-Forwarded-Proto $scheme;
+            include proxy.conf;
+
+            proxy_cache api_cache;
+            proxy_cache_lock on;
+            proxy_cache_use_stale updating;
+            proxy_cache_valid 200 5s;
+            proxy_cache_bypass $http_x_cache_bypass;
+            proxy_no_cache $should_not_cache;
+            add_header X-Cache-Status $upstream_cache_status;
+
+            location /api/vod/ {
+                include auth_request.conf;
+                proxy_pass http://frigate_api/vod/;
+                include proxy.conf;
+                proxy_cache off;
+            }
+
+            location /api/login {
+                auth_request off;
+                rewrite ^/api(/.*)$ $1 break;
+                proxy_pass http://frigate_api;
+                include proxy.conf;
+            }
+
+            location /api/stats {
+                include auth_request.conf;
+                access_log off;
+                rewrite ^/api(/.*)$ $1 break;
+                proxy_pass http://frigate_api;
+                include proxy.conf;
+            }
+
+            location /api/version {
+                include auth_request.conf;
+                access_log off;
+                rewrite ^/api(/.*)$ $1 break;
+                proxy_pass http://frigate_api;
+                include proxy.conf;
+            }
         }
 
         location / {
+            # do not require auth for static assets
             add_header Cache-Control "no-store";
             expires off;
 
@@ -281,22 +298,7 @@ http {
             sub_filter_once off;
 
             root /opt/frigate/web;
-            try_files $uri $uri/ /index.html;
+            try_files $uri $uri.html $uri/ /index.html;
         }
     }
 }
-
-rtmp {
-    server {
-        listen 1935;
-        chunk_size 4096;
-        allow publish 127.0.0.1;
-        deny publish all;
-        allow play all;
-        application live {
-            live on;
-            record off;
-            meta copy;
-        }
-    }
-}

docker/main/rootfs/usr/local/nginx/conf/proxy.conf

@@ -0,0 +1,26 @@
+## Headers
+proxy_set_header Host $host;
+proxy_set_header Upgrade $http_upgrade;
+proxy_set_header Connection "Upgrade";
+proxy_set_header X-Original-URL $scheme://$http_host$request_uri;
+proxy_set_header X-Forwarded-Proto $scheme;
+proxy_set_header X-Forwarded-Host $http_host;
+proxy_set_header X-Forwarded-URI $request_uri;
+proxy_set_header X-Forwarded-Ssl on;
+proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
+proxy_set_header X-Real-IP $remote_addr;
+
+## Basic Proxy Configuration
+client_body_buffer_size 128k;
+proxy_next_upstream error timeout invalid_header http_500 http_502 http_503; ## Timeout if the real server is dead.
+proxy_redirect  http://  $scheme://;
+proxy_http_version 1.1;
+proxy_cache_bypass $cookie_session;
+proxy_no_cache $cookie_session;
+proxy_buffers 64 256k;
+
+## Advanced Proxy Configuration
+send_timeout 5m;
+proxy_read_timeout 360;
+proxy_send_timeout 360;
+proxy_connect_timeout 360;

docker/main/rootfs/usr/local/nginx/conf/proxy_trusted_headers.conf

@@ -0,0 +1,25 @@
+# Header used to validate reverse proxy trust
+proxy_set_header X-Proxy-Secret $http_x_proxy_secret;
+
+# these headers will be copied to the /auth request and are available
+# to be mapped in the config to Frigate's remote-user header
+
+# List of headers sent by common authentication proxies:
+# - Authelia
+# - Traefik forward auth
+# - oauth2_proxy
+# - Authentik
+
+proxy_set_header Remote-User $http_remote_user;
+proxy_set_header Remote-Groups $http_remote_groups;
+proxy_set_header Remote-Email $http_remote_email;
+proxy_set_header Remote-Name $http_remote_name;
+proxy_set_header X-Forwarded-User $http_x_forwarded_user;
+proxy_set_header X-Forwarded-Groups $http_x_forwarded_groups;
+proxy_set_header X-Forwarded-Email $http_x_forwarded_email;
+proxy_set_header X-Forwarded-Preferred-Username $http_x_forwarded_preferred_username;
+proxy_set_header X-authentik-username $http_x_authentik_username;
+proxy_set_header X-authentik-groups $http_x_authentik_groups;
+proxy_set_header X-authentik-email $http_x_authentik_email;
+proxy_set_header X-authentik-name $http_x_authentik_name;
+proxy_set_header X-authentik-uid $http_x_authentik_uid;

docker/main/rootfs/usr/local/nginx/get_tls_settings.py

@@ -0,0 +1,28 @@
+"""Prints the tls config as json to stdout."""
+
+import json
+import os
+
+import yaml
+
+config_file = os.environ.get("CONFIG_FILE", "/config/config.yml")
+
+# Check if we can use .yaml instead of .yml
+config_file_yaml = config_file.replace(".yml", ".yaml")
+if os.path.isfile(config_file_yaml):
+    config_file = config_file_yaml
+
+try:
+    with open(config_file) as f:
+        raw_config = f.read()
+
+    if config_file.endswith((".yaml", ".yml")):
+        config: dict[str, any] = yaml.safe_load(raw_config)
+    elif config_file.endswith(".json"):
+        config: dict[str, any] = json.loads(raw_config)
+except FileNotFoundError:
+    config: dict[str, any] = {}
+
+tls_config: dict[str, any] = config.get("tls", {"enabled": True})
+
+print(json.dumps(tls_config))

docker/main/rootfs/usr/local/nginx/templates/listen.gotmpl

@@ -0,0 +1,33 @@
+# intended for internal traffic, not protected by auth
+listen 5000;
+
+{{ if not .enabled }}
+# intended for external traffic, protected by auth
+listen 8971;
+{{ else }}
+# intended for external traffic, protected by auth
+listen 8971 ssl;
+
+ssl_certificate /etc/letsencrypt/live/frigate/fullchain.pem;
+ssl_certificate_key /etc/letsencrypt/live/frigate/privkey.pem;
+
+# generated 2024-06-01, Mozilla Guideline v5.7, nginx 1.25.3, OpenSSL 1.1.1w, modern configuration, no OCSP
+# https://ssl-config.mozilla.org/#server=nginx&version=1.25.3&config=modern&openssl=1.1.1w&ocsp=false&guideline=5.7
+ssl_session_timeout 1d;
+ssl_session_cache shared:MozSSL:10m;  # about 40000 sessions
+ssl_session_tickets off;
+
+# modern configuration
+ssl_protocols TLSv1.3;
+ssl_prefer_server_ciphers off;
+
+# HSTS (ngx_http_headers_module is required) (63072000 seconds)
+add_header Strict-Transport-Security "max-age=63072000" always;
+
+# ACME challenge location
+location /.well-known/acme-challenge/ {
+    default_type "text/plain";
+    root /etc/letsencrypt/www;
+}
+{{ end }}
+

docker/main/rootfs/usr/local/semantic_search/get_search_settings.py

@@ -0,0 +1,28 @@
+"""Prints the semantic_search config as json to stdout."""
+
+import json
+import os
+
+import yaml
+
+config_file = os.environ.get("CONFIG_FILE", "/config/config.yml")
+
+# Check if we can use .yaml instead of .yml
+config_file_yaml = config_file.replace(".yml", ".yaml")
+if os.path.isfile(config_file_yaml):
+    config_file = config_file_yaml
+
+try:
+    with open(config_file) as f:
+        raw_config = f.read()
+
+    if config_file.endswith((".yaml", ".yml")):
+        config: dict[str, any] = yaml.safe_load(raw_config)
+    elif config_file.endswith(".json"):
+        config: dict[str, any] = json.loads(raw_config)
+except FileNotFoundError:
+    config: dict[str, any] = {}
+
+search_config: dict[str, any] = config.get("semantic_search", {"enabled": False})
+
+print(json.dumps(search_config))

docker/rockchip/Dockerfile

@@ -0,0 +1,26 @@
+# syntax=docker/dockerfile:1.6
+
+# https://askubuntu.com/questions/972516/debian-frontend-environment-variable
+ARG DEBIAN_FRONTEND=noninteractive
+
+FROM wheels as rk-wheels
+COPY docker/main/requirements-wheels.txt /requirements-wheels.txt
+COPY docker/rockchip/requirements-wheels-rk.txt /requirements-wheels-rk.txt
+RUN sed -i "/https:\/\//d" /requirements-wheels.txt
+RUN pip3 wheel --wheel-dir=/rk-wheels -c /requirements-wheels.txt -r /requirements-wheels-rk.txt
+
+FROM deps AS rk-frigate
+ARG TARGETARCH
+
+RUN --mount=type=bind,from=rk-wheels,source=/rk-wheels,target=/deps/rk-wheels \
+    pip3 install -U /deps/rk-wheels/*.whl
+
+WORKDIR /opt/frigate/
+COPY --from=rootfs / /
+
+ADD https://github.com/MarcA711/rknn-toolkit2/releases/download/v2.0.0/librknnrt.so /usr/lib/
+
+RUN rm -rf /usr/lib/btbn-ffmpeg/bin/ffmpeg
+RUN rm -rf /usr/lib/btbn-ffmpeg/bin/ffprobe
+ADD --chmod=111 https://github.com/MarcA711/Rockchip-FFmpeg-Builds/releases/download/6.1-5/ffmpeg /usr/lib/btbn-ffmpeg/bin/
+ADD --chmod=111 https://github.com/MarcA711/Rockchip-FFmpeg-Builds/releases/download/6.1-5/ffprobe /usr/lib/btbn-ffmpeg/bin/

docker/rockchip/requirements-wheels-rk.txt

@@ -0,0 +1 @@
+rknn-toolkit-lite2 @ https://github.com/MarcA711/rknn-toolkit2/releases/download/v2.0.0/rknn_toolkit_lite2-2.0.0b0-cp39-cp39-linux_aarch64.whl

docker/rockchip/rk.hcl

@@ -0,0 +1,27 @@
+target wheels {
+  dockerfile = "docker/main/Dockerfile"
+  platforms = ["linux/arm64"]
+  target = "wheels"
+}
+
+target deps {
+  dockerfile = "docker/main/Dockerfile"
+  platforms = ["linux/arm64"]
+  target = "deps"
+}
+
+target rootfs {
+  dockerfile = "docker/main/Dockerfile"
+  platforms = ["linux/arm64"]
+  target = "rootfs"
+}
+
+target rk {
+  dockerfile = "docker/rockchip/Dockerfile"
+  contexts = {
+    wheels = "target:wheels",
+    deps = "target:deps",
+    rootfs = "target:rootfs"
+  }
+  platforms = ["linux/arm64"]
+}

docker/rockchip/rk.mk

@@ -0,0 +1,10 @@
+BOARDS += rk
+
+local-rk: version
+	docker buildx bake --load --file=docker/rockchip/rk.hcl --set rk.tags=frigate:latest-rk rk
+
+build-rk: version
+	docker buildx bake --file=docker/rockchip/rk.hcl --set rk.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-rk rk
+
+push-rk: build-rk
+	docker buildx bake --push --file=docker/rockchip/rk.hcl --set rk.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-rk rk

docker/rocm/Dockerfile

@@ -0,0 +1,106 @@
+# syntax=docker/dockerfile:1.4
+
+# https://askubuntu.com/questions/972516/debian-frontend-environment-variable
+ARG DEBIAN_FRONTEND=noninteractive
+ARG ROCM=5.7.3
+ARG AMDGPU=gfx900
+ARG HSA_OVERRIDE_GFX_VERSION
+ARG HSA_OVERRIDE
+
+#######################################################################
+FROM ubuntu:focal as rocm
+
+ARG ROCM
+
+RUN apt-get update && apt-get -y upgrade
+RUN apt-get -y install gnupg wget
+
+RUN mkdir --parents --mode=0755 /etc/apt/keyrings
+
+RUN wget https://repo.radeon.com/rocm/rocm.gpg.key -O - | gpg --dearmor | tee /etc/apt/keyrings/rocm.gpg > /dev/null
+COPY docker/rocm/rocm.list /etc/apt/sources.list.d/
+COPY docker/rocm/rocm-pin-600 /etc/apt/preferences.d/
+
+RUN apt-get update
+
+RUN apt-get -y install --no-install-recommends migraphx
+RUN apt-get -y install --no-install-recommends migraphx-dev
+
+RUN mkdir -p /opt/rocm-dist/opt/rocm-$ROCM/lib
+RUN cd /opt/rocm-$ROCM/lib && cp -dpr libMIOpen*.so* libamd*.so* libhip*.so* libhsa*.so* libmigraphx*.so* librocm*.so* librocblas*.so* /opt/rocm-dist/opt/rocm-$ROCM/lib/
+RUN cd /opt/rocm-dist/opt/ && ln -s rocm-$ROCM rocm
+
+RUN mkdir -p /opt/rocm-dist/etc/ld.so.conf.d/
+RUN echo /opt/rocm/lib|tee /opt/rocm-dist/etc/ld.so.conf.d/rocm.conf
+
+#######################################################################
+FROM --platform=linux/amd64 debian:11 as debian-base
+
+RUN apt-get update && apt-get -y upgrade
+RUN apt-get -y install --no-install-recommends libelf1 libdrm2 libdrm-amdgpu1 libnuma1 kmod
+
+RUN apt-get -y install python3
+
+#######################################################################
+# ROCm does not come with migraphx wrappers for python 3.9, so we build it here
+FROM debian-base as debian-build
+
+ARG ROCM
+
+COPY --from=rocm /opt/rocm-$ROCM /opt/rocm-$ROCM
+RUN ln -s /opt/rocm-$ROCM /opt/rocm
+
+RUN apt-get -y install g++ cmake
+RUN apt-get -y install python3-pybind11 python3.9-distutils python3-dev
+
+WORKDIR /opt/build
+
+COPY docker/rocm/migraphx .
+
+RUN mkdir build && cd build && cmake .. && make install
+
+#######################################################################
+FROM deps AS deps-prelim
+
+# need this to install libnuma1
+RUN apt-get update
+# no ugprade?!?!
+RUN apt-get -y install libnuma1
+
+WORKDIR /opt/frigate/
+COPY --from=rootfs / /
+COPY docker/rocm/rootfs/ /
+
+#######################################################################
+FROM scratch AS rocm-dist
+
+ARG ROCM
+ARG AMDGPU
+
+COPY --from=rocm /opt/rocm-$ROCM/bin/rocminfo /opt/rocm-$ROCM/bin/migraphx-driver /opt/rocm-$ROCM/bin/
+COPY --from=rocm /opt/rocm-$ROCM/share/miopen/db/*$AMDGPU* /opt/rocm-$ROCM/share/miopen/db/
+COPY --from=rocm /opt/rocm-$ROCM/lib/rocblas/library/*$AMDGPU* /opt/rocm-$ROCM/lib/rocblas/library/
+COPY --from=rocm /opt/rocm-dist/ /
+COPY --from=debian-build /opt/rocm/lib/migraphx.cpython-39-x86_64-linux-gnu.so /opt/rocm-$ROCM/lib/
+
+#######################################################################
+FROM deps-prelim AS rocm-prelim-hsa-override0
+
+ENV HSA_ENABLE_SDMA=0
+
+COPY --from=rocm-dist / /
+
+RUN ldconfig
+
+#######################################################################
+FROM rocm-prelim-hsa-override0 as rocm-prelim-hsa-override1
+
+ARG HSA_OVERRIDE_GFX_VERSION
+ENV HSA_OVERRIDE_GFX_VERSION=$HSA_OVERRIDE_GFX_VERSION
+
+#######################################################################
+FROM rocm-prelim-hsa-override$HSA_OVERRIDE as rocm-deps
+
+# Request yolov8 download at startup
+ENV DOWNLOAD_YOLOV8=1
+

docker/rocm/migraphx/CMakeLists.txt

@@ -0,0 +1,26 @@
+
+cmake_minimum_required(VERSION 3.1)
+
+set(CMAKE_CXX_STANDARD 17)
+set(CMAKE_CXX_STANDARD_REQUIRED ON)
+set(CMAKE_CXX_EXTENSIONS OFF)
+
+if(NOT CMAKE_BUILD_TYPE)
+  set(CMAKE_BUILD_TYPE Release)
+endif()
+
+SET(CMAKE_INSTALL_RPATH_USE_LINK_PATH TRUE)
+
+project(migraphx_py)
+
+include_directories(/opt/rocm/include)
+
+find_package(pybind11 REQUIRED)
+pybind11_add_module(migraphx migraphx_py.cpp)
+
+target_link_libraries(migraphx PRIVATE /opt/rocm/lib/libmigraphx.so /opt/rocm/lib/libmigraphx_tf.so /opt/rocm/lib/libmigraphx_onnx.so)
+
+install(TARGETS migraphx
+  COMPONENT python
+  LIBRARY DESTINATION /opt/rocm/lib
+)

docker/rocm/migraphx/migraphx_py.cpp

@@ -0,0 +1,582 @@
+/*
+ * The MIT License (MIT)
+ *
+ * Copyright (c) 2015-2022 Advanced Micro Devices, Inc. All rights reserved.
+ *
+ * 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.
+ */
+
+#include <pybind11/pybind11.h>
+#include <pybind11/stl.h>
+#include <pybind11/numpy.h>
+#include <migraphx/program.hpp>
+#include <migraphx/instruction_ref.hpp>
+#include <migraphx/operation.hpp>
+#include <migraphx/quantization.hpp>
+#include <migraphx/generate.hpp>
+#include <migraphx/instruction.hpp>
+#include <migraphx/ref/target.hpp>
+#include <migraphx/stringutils.hpp>
+#include <migraphx/tf.hpp>
+#include <migraphx/onnx.hpp>
+#include <migraphx/load_save.hpp>
+#include <migraphx/register_target.hpp>
+#include <migraphx/json.hpp>
+#include <migraphx/make_op.hpp>
+#include <migraphx/op/common.hpp>
+
+#ifdef HAVE_GPU
+#include <migraphx/gpu/hip.hpp>
+#endif
+
+using half   = half_float::half;
+namespace py = pybind11;
+
+#ifdef __clang__
+#define MIGRAPHX_PUSH_UNUSED_WARNING \
+    _Pragma("clang diagnostic push") \
+        _Pragma("clang diagnostic ignored \"-Wused-but-marked-unused\"")
+#define MIGRAPHX_POP_WARNING _Pragma("clang diagnostic pop")
+#else
+#define MIGRAPHX_PUSH_UNUSED_WARNING
+#define MIGRAPHX_POP_WARNING
+#endif
+#define MIGRAPHX_PYBIND11_MODULE(...) \
+    MIGRAPHX_PUSH_UNUSED_WARNING      \
+    PYBIND11_MODULE(__VA_ARGS__)      \
+    MIGRAPHX_POP_WARNING
+
+#define MIGRAPHX_PYTHON_GENERATE_SHAPE_ENUM(x, t) .value(#x, migraphx::shape::type_t::x)
+namespace migraphx {
+
+migraphx::value to_value(py::kwargs kwargs);
+migraphx::value to_value(py::list lst);
+
+template <class T, class F>
+void visit_py(T x, F f)
+{
+    if(py::isinstance<py::kwargs>(x))
+    {
+        f(to_value(x.template cast<py::kwargs>()));
+    }
+    else if(py::isinstance<py::list>(x))
+    {
+        f(to_value(x.template cast<py::list>()));
+    }
+    else if(py::isinstance<py::bool_>(x))
+    {
+        f(x.template cast<bool>());
+    }
+    else if(py::isinstance<py::int_>(x) or py::hasattr(x, "__index__"))
+    {
+        f(x.template cast<int>());
+    }
+    else if(py::isinstance<py::float_>(x))
+    {
+        f(x.template cast<float>());
+    }
+    else if(py::isinstance<py::str>(x))
+    {
+        f(x.template cast<std::string>());
+    }
+    else if(py::isinstance<migraphx::shape::dynamic_dimension>(x))
+    {
+        f(migraphx::to_value(x.template cast<migraphx::shape::dynamic_dimension>()));
+    }
+    else
+    {
+        MIGRAPHX_THROW("VISIT_PY: Unsupported data type!");
+    }
+}
+
+migraphx::value to_value(py::list lst)
+{
+    migraphx::value v = migraphx::value::array{};
+    for(auto val : lst)
+    {
+        visit_py(val, [&](auto py_val) { v.push_back(py_val); });
+    }
+
+    return v;
+}
+
+migraphx::value to_value(py::kwargs kwargs)
+{
+    migraphx::value v = migraphx::value::object{};
+
+    for(auto arg : kwargs)
+    {
+        auto&& key = py::str(arg.first);
+        auto&& val = arg.second;
+        visit_py(val, [&](auto py_val) { v[key] = py_val; });
+    }
+    return v;
+}
+} // namespace migraphx
+
+namespace pybind11 {
+namespace detail {
+
+template <>
+struct npy_format_descriptor<half>
+{
+    static std::string format()
+    {
+        // following: https://docs.python.org/3/library/struct.html#format-characters
+        return "e";
+    }
+    static constexpr auto name() { return _("half"); }
+};
+
+} // namespace detail
+} // namespace pybind11
+
+template <class F>
+void visit_type(const migraphx::shape& s, F f)
+{
+    s.visit_type(f);
+}
+
+template <class T, class F>
+void visit(const migraphx::raw_data<T>& x, F f)
+{
+    x.visit(f);
+}
+
+template <class F>
+void visit_types(F f)
+{
+    migraphx::shape::visit_types(f);
+}
+
+template <class T>
+py::buffer_info to_buffer_info(T& x)
+{
+    migraphx::shape s = x.get_shape();
+    assert(s.type() != migraphx::shape::tuple_type);
+    if(s.dynamic())
+        MIGRAPHX_THROW("MIGRAPHX PYTHON: dynamic shape argument passed to to_buffer_info");
+    auto strides = s.strides();
+    std::transform(
+        strides.begin(), strides.end(), strides.begin(), [&](auto i) { return i * s.type_size(); });
+    py::buffer_info b;
+    visit_type(s, [&](auto as) {
+        // migraphx use int8_t data to store bool type, we need to
+        // explicitly specify the data type as bool for python
+        if(s.type() == migraphx::shape::bool_type)
+        {
+            b = py::buffer_info(x.data(),
+                                as.size(),
+                                py::format_descriptor<bool>::format(),
+                                s.ndim(),
+                                s.lens(),
+                                strides);
+        }
+        else
+        {
+            b = py::buffer_info(x.data(),
+                                as.size(),
+                                py::format_descriptor<decltype(as())>::format(),
+                                s.ndim(),
+                                s.lens(),
+                                strides);
+        }
+    });
+    return b;
+}
+
+migraphx::shape to_shape(const py::buffer_info& info)
+{
+    migraphx::shape::type_t t;
+    std::size_t n = 0;
+    visit_types([&](auto as) {
+        if(info.format == py::format_descriptor<decltype(as())>::format() or
+           (info.format == "l" and py::format_descriptor<decltype(as())>::format() == "q") or
+           (info.format == "L" and py::format_descriptor<decltype(as())>::format() == "Q"))
+        {
+            t = as.type_enum();
+            n = sizeof(as());
+        }
+        else if(info.format == "?" and py::format_descriptor<decltype(as())>::format() == "b")
+        {
+            t = migraphx::shape::bool_type;
+            n = sizeof(bool);
+        }
+    });
+
+    if(n == 0)
+    {
+        MIGRAPHX_THROW("MIGRAPHX PYTHON: Unsupported data type " + info.format);
+    }
+
+    auto strides = info.strides;
+    std::transform(strides.begin(), strides.end(), strides.begin(), [&](auto i) -> std::size_t {
+        return n > 0 ? i / n : 0;
+    });
+
+    // scalar support
+    if(info.shape.empty())
+    {
+        return migraphx::shape{t};
+    }
+    else
+    {
+        return migraphx::shape{t, info.shape, strides};
+    }
+}
+
+MIGRAPHX_PYBIND11_MODULE(migraphx, m)
+{
+    py::class_<migraphx::shape> shape_cls(m, "shape");
+    shape_cls
+        .def(py::init([](py::kwargs kwargs) {
+            auto v = migraphx::to_value(kwargs);
+            auto t = migraphx::shape::parse_type(v.get("type", "float"));
+            if(v.contains("dyn_dims"))
+            {
+                auto dyn_dims =
+                    migraphx::from_value<std::vector<migraphx::shape::dynamic_dimension>>(
+                        v.at("dyn_dims"));
+                return migraphx::shape(t, dyn_dims);
+            }
+            auto lens = v.get<std::size_t>("lens", {1});
+            if(v.contains("strides"))
+                return migraphx::shape(t, lens, v.at("strides").to_vector<std::size_t>());
+            else
+                return migraphx::shape(t, lens);
+        }))
+        .def("type", &migraphx::shape::type)
+        .def("lens", &migraphx::shape::lens)
+        .def("strides", &migraphx::shape::strides)
+        .def("ndim", &migraphx::shape::ndim)
+        .def("elements", &migraphx::shape::elements)
+        .def("bytes", &migraphx::shape::bytes)
+        .def("type_string", &migraphx::shape::type_string)
+        .def("type_size", &migraphx::shape::type_size)
+        .def("dyn_dims", &migraphx::shape::dyn_dims)
+        .def("packed", &migraphx::shape::packed)
+        .def("transposed", &migraphx::shape::transposed)
+        .def("broadcasted", &migraphx::shape::broadcasted)
+        .def("standard", &migraphx::shape::standard)
+        .def("scalar", &migraphx::shape::scalar)
+        .def("dynamic", &migraphx::shape::dynamic)
+        .def("__eq__", std::equal_to<migraphx::shape>{})
+        .def("__ne__", std::not_equal_to<migraphx::shape>{})
+        .def("__repr__", [](const migraphx::shape& s) { return migraphx::to_string(s); });
+
+    py::enum_<migraphx::shape::type_t>(shape_cls, "type_t")
+        MIGRAPHX_SHAPE_VISIT_TYPES(MIGRAPHX_PYTHON_GENERATE_SHAPE_ENUM);
+
+    py::class_<migraphx::shape::dynamic_dimension>(shape_cls, "dynamic_dimension")
+        .def(py::init<>())
+        .def(py::init<std::size_t, std::size_t>())
+        .def(py::init<std::size_t, std::size_t, std::set<std::size_t>>())
+        .def_readwrite("min", &migraphx::shape::dynamic_dimension::min)
+        .def_readwrite("max", &migraphx::shape::dynamic_dimension::max)
+        .def_readwrite("optimals", &migraphx::shape::dynamic_dimension::optimals)
+        .def("is_fixed", &migraphx::shape::dynamic_dimension::is_fixed);
+
+    py::class_<migraphx::argument>(m, "argument", py::buffer_protocol())
+        .def_buffer([](migraphx::argument& x) -> py::buffer_info { return to_buffer_info(x); })
+        .def(py::init([](py::buffer b) {
+            py::buffer_info info = b.request();
+            return migraphx::argument(to_shape(info), info.ptr);
+        }))
+        .def("get_shape", &migraphx::argument::get_shape)
+        .def("data_ptr",
+             [](migraphx::argument& x) { return reinterpret_cast<std::uintptr_t>(x.data()); })
+        .def("tolist",
+             [](migraphx::argument& x) {
+                 py::list l{x.get_shape().elements()};
+                 visit(x, [&](auto data) { l = py::cast(data.to_vector()); });
+                 return l;
+             })
+        .def("__eq__", std::equal_to<migraphx::argument>{})
+        .def("__ne__", std::not_equal_to<migraphx::argument>{})
+        .def("__repr__", [](const migraphx::argument& x) { return migraphx::to_string(x); });
+
+    py::class_<migraphx::target>(m, "target");
+
+    py::class_<migraphx::instruction_ref>(m, "instruction_ref")
+        .def("shape", [](migraphx::instruction_ref i) { return i->get_shape(); })
+        .def("op", [](migraphx::instruction_ref i) { return i->get_operator(); });
+
+    py::class_<migraphx::module, std::unique_ptr<migraphx::module, py::nodelete>>(m, "module")
+        .def("print", [](const migraphx::module& mm) { std::cout << mm << std::endl; })
+        .def(
+            "add_instruction",
+            [](migraphx::module& mm,
+               const migraphx::operation& op,
+               std::vector<migraphx::instruction_ref>& args,
+               std::vector<migraphx::module*>& mod_args) {
+                return mm.add_instruction(op, args, mod_args);
+            },
+            py::arg("op"),
+            py::arg("args"),
+            py::arg("mod_args") = std::vector<migraphx::module*>{})
+        .def(
+            "add_literal",
+            [](migraphx::module& mm, py::buffer data) {
+                py::buffer_info info = data.request();
+                auto literal_shape   = to_shape(info);
+                return mm.add_literal(literal_shape, reinterpret_cast<char*>(info.ptr));
+            },
+            py::arg("data"))
+        .def(
+            "add_parameter",
+            [](migraphx::module& mm, const std::string& name, const migraphx::shape shape) {
+                return mm.add_parameter(name, shape);
+            },
+            py::arg("name"),
+            py::arg("shape"))
+        .def(
+            "add_return",
+            [](migraphx::module& mm, std::vector<migraphx::instruction_ref>& args) {
+                return mm.add_return(args);
+            },
+            py::arg("args"))
+        .def("__repr__", [](const migraphx::module& mm) { return migraphx::to_string(mm); });
+
+    py::class_<migraphx::program>(m, "program")
+        .def(py::init([]() { return migraphx::program(); }))
+        .def("get_parameter_names", &migraphx::program::get_parameter_names)
+        .def("get_parameter_shapes", &migraphx::program::get_parameter_shapes)
+        .def("get_output_shapes", &migraphx::program::get_output_shapes)
+        .def("is_compiled", &migraphx::program::is_compiled)
+        .def(
+            "compile",
+            [](migraphx::program& p,
+               const migraphx::target& t,
+               bool offload_copy,
+               bool fast_math,
+               bool exhaustive_tune) {
+                migraphx::compile_options options;
+                options.offload_copy    = offload_copy;
+                options.fast_math       = fast_math;
+                options.exhaustive_tune = exhaustive_tune;
+                p.compile(t, options);
+            },
+            py::arg("t"),
+            py::arg("offload_copy")    = true,
+            py::arg("fast_math")       = true,
+            py::arg("exhaustive_tune") = false)
+        .def("get_main_module", [](const migraphx::program& p) { return p.get_main_module(); })
+        .def(
+            "create_module",
+            [](migraphx::program& p, const std::string& name) { return p.create_module(name); },
+            py::arg("name"))
+        .def("run",
+             [](migraphx::program& p, py::dict params) {
+                 migraphx::parameter_map pm;
+                 for(auto x : params)
+                 {
+                     std::string key      = x.first.cast<std::string>();
+                     py::buffer b         = x.second.cast<py::buffer>();
+                     py::buffer_info info = b.request();
+                     pm[key]              = migraphx::argument(to_shape(info), info.ptr);
+                 }
+                 return p.eval(pm);
+             })
+        .def("run_async",
+             [](migraphx::program& p,
+                py::dict params,
+                std::uintptr_t stream,
+                std::string stream_name) {
+                 migraphx::parameter_map pm;
+                 for(auto x : params)
+                 {
+                     std::string key      = x.first.cast<std::string>();
+                     py::buffer b         = x.second.cast<py::buffer>();
+                     py::buffer_info info = b.request();
+                     pm[key]              = migraphx::argument(to_shape(info), info.ptr);
+                 }
+                 migraphx::execution_environment exec_env{
+                     migraphx::any_ptr(reinterpret_cast<void*>(stream), stream_name), true};
+                 return p.eval(pm, exec_env);
+             })
+        .def("sort", &migraphx::program::sort)
+        .def("print", [](const migraphx::program& p) { std::cout << p << std::endl; })
+        .def("__eq__", std::equal_to<migraphx::program>{})
+        .def("__ne__", std::not_equal_to<migraphx::program>{})
+        .def("__repr__", [](const migraphx::program& p) { return migraphx::to_string(p); });
+
+    py::class_<migraphx::operation> op(m, "op");
+    op.def(py::init([](const std::string& name, py::kwargs kwargs) {
+          migraphx::value v = migraphx::value::object{};
+          if(kwargs)
+          {
+              v = migraphx::to_value(kwargs);
+          }
+          return migraphx::make_op(name, v);
+      }))
+        .def("name", &migraphx::operation::name);
+
+    py::enum_<migraphx::op::pooling_mode>(op, "pooling_mode")
+        .value("average", migraphx::op::pooling_mode::average)
+        .value("max", migraphx::op::pooling_mode::max)
+        .value("lpnorm", migraphx::op::pooling_mode::lpnorm);
+
+    py::enum_<migraphx::op::rnn_direction>(op, "rnn_direction")
+        .value("forward", migraphx::op::rnn_direction::forward)
+        .value("reverse", migraphx::op::rnn_direction::reverse)
+        .value("bidirectional", migraphx::op::rnn_direction::bidirectional);
+
+    m.def(
+        "argument_from_pointer",
+        [](const migraphx::shape shape, const int64_t address) {
+            return migraphx::argument(shape, reinterpret_cast<void*>(address));
+        },
+        py::arg("shape"),
+        py::arg("address"));
+
+    m.def(
+        "parse_tf",
+        [](const std::string& filename,
+           bool is_nhwc,
+           unsigned int batch_size,
+           std::unordered_map<std::string, std::vector<std::size_t>> map_input_dims,
+           std::vector<std::string> output_names) {
+            return migraphx::parse_tf(
+                filename, migraphx::tf_options{is_nhwc, batch_size, map_input_dims, output_names});
+        },
+        "Parse tf protobuf (default format is nhwc)",
+        py::arg("filename"),
+        py::arg("is_nhwc")        = true,
+        py::arg("batch_size")     = 1,
+        py::arg("map_input_dims") = std::unordered_map<std::string, std::vector<std::size_t>>(),
+        py::arg("output_names")   = std::vector<std::string>());
+
+    m.def(
+        "parse_onnx",
+        [](const std::string& filename,
+           unsigned int default_dim_value,
+           migraphx::shape::dynamic_dimension default_dyn_dim_value,
+           std::unordered_map<std::string, std::vector<std::size_t>> map_input_dims,
+           std::unordered_map<std::string, std::vector<migraphx::shape::dynamic_dimension>>
+               map_dyn_input_dims,
+           bool skip_unknown_operators,
+           bool print_program_on_error,
+           int64_t max_loop_iterations) {
+            migraphx::onnx_options options;
+            options.default_dim_value      = default_dim_value;
+            options.default_dyn_dim_value  = default_dyn_dim_value;
+            options.map_input_dims         = map_input_dims;
+            options.map_dyn_input_dims     = map_dyn_input_dims;
+            options.skip_unknown_operators = skip_unknown_operators;
+            options.print_program_on_error = print_program_on_error;
+            options.max_loop_iterations    = max_loop_iterations;
+            return migraphx::parse_onnx(filename, options);
+        },
+        "Parse onnx file",
+        py::arg("filename"),
+        py::arg("default_dim_value")     = 0,
+        py::arg("default_dyn_dim_value") = migraphx::shape::dynamic_dimension{1, 1},
+        py::arg("map_input_dims") = std::unordered_map<std::string, std::vector<std::size_t>>(),
+        py::arg("map_dyn_input_dims") =
+            std::unordered_map<std::string, std::vector<migraphx::shape::dynamic_dimension>>(),
+        py::arg("skip_unknown_operators") = false,
+        py::arg("print_program_on_error") = false,
+        py::arg("max_loop_iterations")    = 10);
+
+    m.def(
+        "parse_onnx_buffer",
+        [](const std::string& onnx_buffer,
+           unsigned int default_dim_value,
+           migraphx::shape::dynamic_dimension default_dyn_dim_value,
+           std::unordered_map<std::string, std::vector<std::size_t>> map_input_dims,
+           std::unordered_map<std::string, std::vector<migraphx::shape::dynamic_dimension>>
+               map_dyn_input_dims,
+           bool skip_unknown_operators,
+           bool print_program_on_error) {
+            migraphx::onnx_options options;
+            options.default_dim_value      = default_dim_value;
+            options.default_dyn_dim_value  = default_dyn_dim_value;
+            options.map_input_dims         = map_input_dims;
+            options.map_dyn_input_dims     = map_dyn_input_dims;
+            options.skip_unknown_operators = skip_unknown_operators;
+            options.print_program_on_error = print_program_on_error;
+            return migraphx::parse_onnx_buffer(onnx_buffer, options);
+        },
+        "Parse onnx file",
+        py::arg("filename"),
+        py::arg("default_dim_value")     = 0,
+        py::arg("default_dyn_dim_value") = migraphx::shape::dynamic_dimension{1, 1},
+        py::arg("map_input_dims") = std::unordered_map<std::string, std::vector<std::size_t>>(),
+        py::arg("map_dyn_input_dims") =
+            std::unordered_map<std::string, std::vector<migraphx::shape::dynamic_dimension>>(),
+        py::arg("skip_unknown_operators") = false,
+        py::arg("print_program_on_error") = false);
+
+    m.def(
+        "load",
+        [](const std::string& name, const std::string& format) {
+            migraphx::file_options options;
+            options.format = format;
+            return migraphx::load(name, options);
+        },
+        "Load MIGraphX program",
+        py::arg("filename"),
+        py::arg("format") = "msgpack");
+
+    m.def(
+        "save",
+        [](const migraphx::program& p, const std::string& name, const std::string& format) {
+            migraphx::file_options options;
+            options.format = format;
+            return migraphx::save(p, name, options);
+        },
+        "Save MIGraphX program",
+        py::arg("p"),
+        py::arg("filename"),
+        py::arg("format") = "msgpack");
+
+    m.def("get_target", &migraphx::make_target);
+    m.def("create_argument", [](const migraphx::shape& s, const std::vector<double>& values) {
+        if(values.size() != s.elements())
+            MIGRAPHX_THROW("Values and shape elements do not match");
+        migraphx::argument a{s};
+        a.fill(values.begin(), values.end());
+        return a;
+    });
+    m.def("generate_argument", &migraphx::generate_argument, py::arg("s"), py::arg("seed") = 0);
+    m.def("fill_argument", &migraphx::fill_argument, py::arg("s"), py::arg("value"));
+    m.def("quantize_fp16",
+          &migraphx::quantize_fp16,
+          py::arg("prog"),
+          py::arg("ins_names") = std::vector<std::string>{"all"});
+    m.def("quantize_int8",
+          &migraphx::quantize_int8,
+          py::arg("prog"),
+          py::arg("t"),
+          py::arg("calibration") = std::vector<migraphx::parameter_map>{},
+          py::arg("ins_names")   = std::vector<std::string>{"dot", "convolution"});
+
+#ifdef HAVE_GPU
+    m.def("allocate_gpu", &migraphx::gpu::allocate_gpu, py::arg("s"), py::arg("host") = false);
+    m.def("to_gpu", &migraphx::gpu::to_gpu, py::arg("arg"), py::arg("host") = false);
+    m.def("from_gpu", &migraphx::gpu::from_gpu);
+    m.def("gpu_sync", [] { migraphx::gpu::gpu_sync(); });
+#endif
+
+#ifdef VERSION_INFO
+    m.attr("__version__") = VERSION_INFO;
+#else
+    m.attr("__version__") = "dev";
+#endif
+}

docker/rocm/rocm-pin-600

@@ -0,0 +1,3 @@
+Package: *
+Pin: release o=repo.radeon.com
+Pin-Priority: 600

docker/rocm/rocm.hcl

@@ -0,0 +1,38 @@
+variable "AMDGPU" {
+  default = "gfx900"
+}
+variable "ROCM" {
+  default = "5.7.3"
+}
+variable "HSA_OVERRIDE_GFX_VERSION" {
+  default = ""
+}
+variable "HSA_OVERRIDE" {
+  default = "1"
+}
+target deps {
+  dockerfile = "docker/main/Dockerfile"
+  platforms = ["linux/amd64"]
+  target = "deps"
+}
+
+target rootfs {
+  dockerfile = "docker/main/Dockerfile"
+  platforms = ["linux/amd64"]
+  target = "rootfs"
+}
+
+target rocm {
+  dockerfile = "docker/rocm/Dockerfile"
+  contexts = {
+    deps = "target:deps",
+    rootfs = "target:rootfs"
+  }
+  platforms = ["linux/amd64"]
+  args = {
+    AMDGPU = AMDGPU,
+    ROCM = ROCM,
+    HSA_OVERRIDE_GFX_VERSION = HSA_OVERRIDE_GFX_VERSION,
+    HSA_OVERRIDE = HSA_OVERRIDE
+  }
+}

docker/rocm/rocm.list

@@ -0,0 +1 @@
+deb [arch=amd64 signed-by=/etc/apt/keyrings/rocm.gpg] https://repo.radeon.com/rocm/apt/5.7.3 focal main

docker/rocm/rocm.mk

@@ -0,0 +1,17 @@
+BOARDS += rocm
+
+# AMD/ROCm is chunky so we build couple of smaller images for specific chipsets
+ROCM_CHIPSETS:=gfx900:9.0.0 gfx1030:10.3.0 gfx1100:11.0.0
+
+local-rocm: version
+	$(foreach chipset,$(ROCM_CHIPSETS),AMDGPU=$(word 1,$(subst :, ,$(chipset))) HSA_OVERRIDE_GFX_VERSION=$(word 2,$(subst :, ,$(chipset))) HSA_OVERRIDE=1 docker buildx bake --load --file=docker/rocm/rocm.hcl --set rocm.tags=frigate:latest-rocm-$(word 1,$(subst :, ,$(chipset))) rocm;)
+	unset HSA_OVERRIDE_GFX_VERSION && HSA_OVERRIDE=0 AMDGPU=gfx docker buildx bake --load --file=docker/rocm/rocm.hcl --set rocm.tags=frigate:latest-rocm rocm
+
+build-rocm: version
+	$(foreach chipset,$(ROCM_CHIPSETS),AMDGPU=$(word 1,$(subst :, ,$(chipset))) HSA_OVERRIDE_GFX_VERSION=$(word 2,$(subst :, ,$(chipset))) HSA_OVERRIDE=1 docker buildx bake --file=docker/rocm/rocm.hcl --set rocm.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-rocm-$(chipset) rocm;)
+	unset HSA_OVERRIDE_GFX_VERSION && HSA_OVERRIDE=0 AMDGPU=gfx docker buildx bake --file=docker/rocm/rocm.hcl --set rocm.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-rocm rocm
+
+push-rocm: build-rocm
+	$(foreach chipset,$(ROCM_CHIPSETS),AMDGPU=$(word 1,$(subst :, ,$(chipset))) HSA_OVERRIDE_GFX_VERSION=$(word 2,$(subst :, ,$(chipset))) HSA_OVERRIDE=1 docker buildx bake --push --file=docker/rocm/rocm.hcl --set rocm.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-rocm-$(chipset) rocm;)
+	unset HSA_OVERRIDE_GFX_VERSION && HSA_OVERRIDE=0 AMDGPU=gfx docker buildx bake --push --file=docker/rocm/rocm.hcl --set rocm.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-rocm rocm
+