.cspell/frigate-dictionary.txt

@@ -2,7 +2,6 @@ aarch
 absdiff
 airockchip
 Alloc
-alpr
 Amcrest
 amdgpu
 analyzeduration
@@ -44,7 +43,6 @@ codeproject
 colormap
 colorspace
 comms
-cooldown
 coro
 ctypeslib
 CUDA
@@ -63,7 +61,6 @@ dsize
 dtype
 ECONNRESET
 edgetpu
-facenet
 fastapi
 faststart
 fflags
@@ -108,8 +105,8 @@ imagestream
 imdecode
 imencode
 imread
+imutils
 imwrite
-inpoint
 interp
 iostat
 iotop
@@ -117,8 +114,6 @@ itemsize
 Jellyfin
 jetson
 jetsons
-jina
-jinaai
 joserfc
 jsmpeg
 jsonify
@@ -191,9 +186,7 @@ ONVIF
 openai
 opencv
 openvino
-overfitting
 OWASP
-paddleocr
 paho
 passwordless
 popleft
@@ -266,7 +259,6 @@ tensorrt
 tflite
 thresholded
 timelapse
-titlecase
 tmpfs
 tobytes
 toggleable

.cursor/rules/frontend-always-use-translation-files.mdc

@@ -1,6 +0,0 @@
----
-globs: ["**/*.ts", "**/*.tsx"]
-alwaysApply: false
----
-
-Never write strings in the frontend directly, always write to and reference the relevant translations file.

.devcontainer/devcontainer.json

@@ -8,25 +8,9 @@
   "overrideCommand": false,
   "remoteUser": "vscode",
   "features": {
-    "ghcr.io/devcontainers/features/common-utils:2": {}
+    "ghcr.io/devcontainers/features/common-utils:1": {}
-    // Uncomment the following lines to use ONNX Runtime with CUDA support
-    // "ghcr.io/devcontainers/features/nvidia-cuda:1": {
-    //   "installCudnn": true,
-    //   "installNvtx": true,
-    //   "installToolkit": true,
-    //   "cudaVersion": "12.5",
-    //   "cudnnVersion": "9.4.0.58"
-    // },
-    // "./features/onnxruntime-gpu": {}
   },
-  "forwardPorts": [
+  "forwardPorts": [8971, 5000, 5001, 5173, 8554, 8555],
-    8971,
-    5000,
-    5001,
-    5173,
-    8554,
-    8555
-  ],
   "portsAttributes": {
     "8971": {
       "label": "External NGINX",
@@ -80,18 +64,10 @@
         "editor.formatOnType": true,
         "python.testing.pytestEnabled": false,
         "python.testing.unittestEnabled": true,
-        "python.testing.unittestArgs": [
+        "python.testing.unittestArgs": ["-v", "-s", "./frigate/test"],
-          "-v",
-          "-s",
-          "./frigate/test"
-        ],
         "files.trimTrailingWhitespace": true,
-        "eslint.workingDirectories": [
+        "eslint.workingDirectories": ["./web"],
-          "./web"
+        "isort.args": ["--settings-path=./pyproject.toml"],
-        ],
-        "isort.args": [
-          "--settings-path=./pyproject.toml"
-        ],
         "[python]": {
           "editor.defaultFormatter": "charliermarsh.ruff",
           "editor.formatOnSave": true,
@@ -110,15 +86,8 @@
           ],
           "editor.tabSize": 2
         },
-        "cSpell.ignoreWords": [
+        "cSpell.ignoreWords": ["rtmp"],
-          "rtmp"
+        "cSpell.words": ["preact", "astype", "hwaccel", "mqtt"]
-        ],
-        "cSpell.words": [
-          "preact",
-          "astype",
-          "hwaccel",
-          "mqtt"
-        ]
       }
     }
   }

.devcontainer/features/onnxruntime-gpu/devcontainer-feature.json

@@ -1,22 +0,0 @@
-{
-  "id": "onnxruntime-gpu",
-  "version": "0.0.1",
-  "name": "ONNX Runtime GPU (Nvidia)",
-  "description": "Installs ONNX Runtime for Nvidia GPUs.",
-  "documentationURL": "",
-  "options": {
-    "version": {
-      "type": "string",
-      "proposals": [
-        "latest",
-        "1.20.1",
-        "1.20.0"
-      ],
-      "default": "latest",
-      "description": "Version of ONNX Runtime to install"
-    }
-  },
-  "installsAfter": [
-    "ghcr.io/devcontainers/features/nvidia-cuda"
-  ]
-}

.devcontainer/features/onnxruntime-gpu/install.sh

@@ -1,15 +0,0 @@
-#!/usr/bin/env bash
-
-set -e
-
-VERSION=${VERSION}
-
-python3 -m pip config set global.break-system-packages true
-# if VERSION == "latest" or VERSION is empty, install the latest version
-if [ "$VERSION" == "latest" ] || [ -z "$VERSION" ]; then
-    python3 -m pip install onnxruntime-gpu
-else
-    python3 -m pip install onnxruntime-gpu==$VERSION
-fi
-
-echo "Done!"

.devcontainer/post_create.sh

@@ -19,7 +19,7 @@ sudo chown -R "$(id -u):$(id -g)" /media/frigate
 # When started as a service, LIBAVFORMAT_VERSION_MAJOR is defined in the
 # s6 service file. For dev, where frigate is started from an interactive
 # shell, we define it in .bashrc instead.
-echo 'export LIBAVFORMAT_VERSION_MAJOR=$("$(python3 /usr/local/ffmpeg/get_ffmpeg_path.py)" -version | grep -Po "libavformat\W+\K\d+")' >> "$HOME/.bashrc"
+echo 'export LIBAVFORMAT_VERSION_MAJOR=$(/usr/lib/ffmpeg/7.0/bin/ffmpeg -version | grep -Po "libavformat\W+\K\d+")' >> $HOME/.bashrc
 
 make version
 

.github/DISCUSSION_TEMPLATE/camera-support.yml

@@ -73,7 +73,7 @@ body:
     attributes:
       label: Operating system
       options:
-        - Home Assistant OS
+        - HassOS
         - Debian
         - Other Linux
         - Proxmox
@@ -87,7 +87,7 @@ body:
     attributes:
       label: Install method
       options:
-        - Home Assistant Add-on
+        - HassOS Addon
         - Docker Compose
         - Docker CLI
         - Proxmox via Docker

.github/DISCUSSION_TEMPLATE/config-support.yml

@@ -59,7 +59,7 @@ body:
     attributes:
       label: Operating system
       options:
-        - Home Assistant OS
+        - HassOS
         - Debian
         - Other Linux
         - Proxmox
@@ -73,7 +73,7 @@ body:
     attributes:
       label: Install method
       options:
-        - Home Assistant Add-on
+        - HassOS Addon
         - Docker Compose
         - Docker CLI
         - Proxmox via Docker

.github/DISCUSSION_TEMPLATE/detector-support.yml

@@ -53,7 +53,7 @@ body:
     attributes:
       label: Install method
       options:
-        - Home Assistant Add-on
+        - HassOS Addon
         - Docker Compose
         - Docker CLI
         - Proxmox via Docker

.github/DISCUSSION_TEMPLATE/general-support.yml

@@ -73,7 +73,7 @@ body:
     attributes:
       label: Install method
       options:
-        - Home Assistant Add-on
+        - HassOS Addon
         - Docker Compose
         - Docker CLI
         - Proxmox via Docker

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

@@ -69,7 +69,7 @@ body:
     attributes:
       label: Install method
       options:
-        - Home Assistant Add-on
+        - HassOS Addon
         - Docker Compose
         - Docker CLI
         - Proxmox via Docker

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

@@ -6,7 +6,7 @@ body:
       value: |
         Use this form to submit a reproducible bug in Frigate or Frigate's UI.
 
-        Before submitting your bug report, please ask the AI with the "Ask AI" button on the [official documentation site][ai] about your issue, [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.
+        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.**
 
@@ -14,7 +14,6 @@ body:
         [prs]: https://www.github.com/blakeblackshear/frigate/pulls
         [docs]: https://docs.frigate.video
         [faq]: https://github.com/blakeblackshear/frigate/discussions/12724
-        [ai]: https://docs.frigate.video
   - type: checkboxes
     attributes:
       label: Checklist
@@ -27,8 +26,6 @@ body:
         - 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.
-        - label: I have asked the AI at https://docs.frigate.video about my issue.
-          required: true
   - type: textarea
     id: description
     attributes:
@@ -100,7 +97,7 @@ body:
     attributes:
       label: Operating system
       options:
-        - Home Assistant OS
+        - HassOS
         - Debian
         - Other Linux
         - Proxmox
@@ -114,7 +111,7 @@ body:
     attributes:
       label: Install method
       options:
-        - Home Assistant Add-on
+        - HassOS Addon
         - Docker Compose
         - Docker CLI
     validations:

.github/pull_request_template.md

@@ -1,11 +1,5 @@
 ## Proposed change
 <!--
-  Thank you!
-
-  If you're introducing a new feature or significantly refactoring existing functionality,
-  we encourage you to start a discussion first. This helps ensure your idea aligns with
-  Frigate's development goals.
-
   Describe what this pull request does and how it will benefit users of Frigate.
   Please describe in detail any considerations, breaking changes, etc. that are 
   made in this pull request.
@@ -35,5 +29,4 @@
 - [ ] The code change is tested and works locally.
 - [ ] Local tests pass. **Your PR cannot be merged unless tests pass**
 - [ ] There is no commented out code in this PR.
-- [ ] UI changes including text have used i18n keys and have been added to the `en` locale.
 - [ ] The code has been formatted using Ruff (`ruff format frigate`)

.github/workflows/ci.yml

@@ -15,7 +15,7 @@ concurrency:
   cancel-in-progress: true
 
 env:
-  PYTHON_VERSION: 3.11
+  PYTHON_VERSION: 3.9
 
 jobs:
   amd64_build:
@@ -23,7 +23,7 @@ jobs:
     name: AMD64 Build
     steps:
       - name: Check out code
-        uses: actions/checkout@v5
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
       - name: Set up QEMU and Buildx
@@ -41,13 +41,12 @@ jobs:
           target: frigate
           tags: ${{ steps.setup.outputs.image-name }}-amd64
           cache-from: type=registry,ref=${{ steps.setup.outputs.cache-name }}-amd64
-          cache-to: type=registry,ref=${{ steps.setup.outputs.cache-name }}-amd64,mode=max
   arm64_build:
-    runs-on: ubuntu-22.04-arm
+    runs-on: ubuntu-22.04
     name: ARM Build
     steps:
       - name: Check out code
-        uses: actions/checkout@v5
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
       - name: Set up QEMU and Buildx
@@ -77,12 +76,12 @@ jobs:
             rpi.tags=${{ 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
-  jetson_jp6_build:
+  jetson_jp4_build:
-    runs-on: ubuntu-22.04-arm
+    runs-on: ubuntu-22.04
-    name: Jetson Jetpack 6
+    name: Jetson Jetpack 4
     steps:
       - name: Check out code
-        uses: actions/checkout@v5
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
       - name: Set up QEMU and Buildx
@@ -90,12 +89,12 @@ jobs:
         uses: ./.github/actions/setup
         with:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-      - name: Build and push TensorRT (Jetson, Jetpack 6)
+      - name: Build and push TensorRT (Jetson, Jetpack 4)
         env:
           ARCH: arm64
-          BASE_IMAGE: nvcr.io/nvidia/tensorrt:23.12-py3-igpu
+          BASE_IMAGE: timongentzsch/l4t-ubuntu20-opencv:latest
-          SLIM_BASE: nvcr.io/nvidia/tensorrt:23.12-py3-igpu
+          SLIM_BASE: timongentzsch/l4t-ubuntu20-opencv:latest
-          TRT_BASE: nvcr.io/nvidia/tensorrt:23.12-py3-igpu
+          TRT_BASE: timongentzsch/l4t-ubuntu20-opencv:latest
         uses: docker/bake-action@v6
         with:
           source: .
@@ -103,9 +102,38 @@ jobs:
           targets: tensorrt
           files: docker/tensorrt/trt.hcl
           set: |
-            tensorrt.tags=${{ steps.setup.outputs.image-name }}-tensorrt-jp6
+            tensorrt.tags=${{ steps.setup.outputs.image-name }}-tensorrt-jp4
-            *.cache-from=type=registry,ref=${{ steps.setup.outputs.cache-name }}-jp6
+            *.cache-from=type=registry,ref=${{ steps.setup.outputs.cache-name }}-jp4
-            *.cache-to=type=registry,ref=${{ steps.setup.outputs.cache-name }}-jp6,mode=max
+            *.cache-to=type=registry,ref=${{ steps.setup.outputs.cache-name }}-jp4,mode=max
+  jetson_jp5_build:
+    runs-on: ubuntu-22.04
+    name: Jetson Jetpack 5
+    steps:
+      - name: Check out code
+        uses: actions/checkout@v4
+        with:
+          persist-credentials: false
+      - name: Set up QEMU and Buildx
+        id: setup
+        uses: ./.github/actions/setup
+        with:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      - name: Build and push TensorRT (Jetson, Jetpack 5)
+        env:
+          ARCH: arm64
+          BASE_IMAGE: nvcr.io/nvidia/l4t-tensorrt:r8.5.2-runtime
+          SLIM_BASE: nvcr.io/nvidia/l4t-tensorrt:r8.5.2-runtime
+          TRT_BASE: nvcr.io/nvidia/l4t-tensorrt:r8.5.2-runtime
+        uses: docker/bake-action@v6
+        with:
+          source: .
+          push: true
+          targets: tensorrt
+          files: docker/tensorrt/trt.hcl
+          set: |
+            tensorrt.tags=${{ steps.setup.outputs.image-name }}-tensorrt-jp5
+            *.cache-from=type=registry,ref=${{ steps.setup.outputs.cache-name }}-jp5
+            *.cache-to=type=registry,ref=${{ steps.setup.outputs.cache-name }}-jp5,mode=max
   amd64_extra_builds:
     runs-on: ubuntu-22.04
     name: AMD64 Extra Build
@@ -113,7 +141,7 @@ jobs:
       - amd64_build
     steps:
       - name: Check out code
-        uses: actions/checkout@v5
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
       - name: Set up QEMU and Buildx
@@ -132,29 +160,16 @@ jobs:
           files: docker/tensorrt/trt.hcl
           set: |
             tensorrt.tags=${{ steps.setup.outputs.image-name }}-tensorrt
-            *.cache-from=type=registry,ref=${{ steps.setup.outputs.cache-name }}-tensorrt
+            *.cache-from=type=registry,ref=${{ steps.setup.outputs.cache-name }}-amd64
-            *.cache-to=type=registry,ref=${{ steps.setup.outputs.cache-name }}-tensorrt,mode=max
+            *.cache-to=type=registry,ref=${{ steps.setup.outputs.cache-name }}-amd64,mode=max
-      - name: AMD/ROCm general build
-        env:
-          HSA_OVERRIDE: 0
-        uses: docker/bake-action@v6
-        with:
-          source: .
-          push: true
-          targets: rocm
-          files: docker/rocm/rocm.hcl
-          set: |
-            rocm.tags=${{ steps.setup.outputs.image-name }}-rocm
-            *.cache-to=type=registry,ref=${{ steps.setup.outputs.cache-name }}-rocm,mode=max
-            *.cache-from=type=registry,ref=${{ steps.setup.outputs.cache-name }}-rocm
   arm64_extra_builds:
-    runs-on: ubuntu-22.04-arm
+    runs-on: ubuntu-22.04
     name: ARM Extra Build
     needs:
       - arm64_build
     steps:
       - name: Check out code
-        uses: actions/checkout@v5
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
       - name: Set up QEMU and Buildx
@@ -172,14 +187,15 @@ jobs:
           set: |
             rk.tags=${{ steps.setup.outputs.image-name }}-rk
             *.cache-from=type=gha
-  synaptics_build:
+  combined_extra_builds:
-    runs-on: ubuntu-22.04-arm
+    runs-on: ubuntu-22.04
-    name: Synaptics Build
+    name: Combined Extra Builds
     needs:
+      - amd64_build
       - arm64_build
     steps:
       - name: Check out code
-        uses: actions/checkout@v5
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
       - name: Set up QEMU and Buildx
@@ -187,15 +203,29 @@ jobs:
         uses: ./.github/actions/setup
         with:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-      - name: Build and push Synaptics build
+      - name: Build and push Hailo-8l build
         uses: docker/bake-action@v6
         with:
           source: .
           push: true
-          targets: synaptics
+          targets: h8l
-          files: docker/synaptics/synaptics.hcl
+          files: docker/hailo8l/h8l.hcl
           set: |
-            synaptics.tags=${{ steps.setup.outputs.image-name }}-synaptics
+            h8l.tags=${{ steps.setup.outputs.image-name }}-h8l
+            *.cache-from=type=registry,ref=${{ steps.setup.outputs.cache-name }}-h8l
+            *.cache-to=type=registry,ref=${{ steps.setup.outputs.cache-name }}-h8l,mode=max
+      - name: AMD/ROCm general build
+        env:
+          AMDGPU: gfx
+          HSA_OVERRIDE: 0
+        uses: docker/bake-action@v6
+        with:
+          source: .
+          push: true
+          targets: rocm
+          files: docker/rocm/rocm.hcl
+          set: |
+            rocm.tags=${{ steps.setup.outputs.image-name }}-rocm
             *.cache-from=type=gha
   # The majority of users running arm64 are rpi users, so the rpi
   # build should be the primary arm64 image
@@ -211,7 +241,7 @@ jobs:
         with:
           string: ${{ github.repository }}
       - name: Log in to the Container registry
-        uses: docker/login-action@184bdaa0721073962dff0199f1fb9940f07167d1
+        uses: docker/login-action@9780b0c442fbb1117ed29e0efdff1e18412f7567
         with:
           registry: ghcr.io
           username: ${{ github.actor }}

.github/workflows/pull_request.yml

@@ -4,19 +4,42 @@ on:
   pull_request:
     paths-ignore:
       - "docs/**"
-      - ".github/*.yml"
-      - ".github/DISCUSSION_TEMPLATE/**"
-      - ".github/ISSUE_TEMPLATE/**"
 
 env:
-  DEFAULT_PYTHON: 3.11
+  DEFAULT_PYTHON: 3.9
 
 jobs:
+  build_devcontainer:
+    runs-on: ubuntu-latest
+    name: Build Devcontainer
+    # The Dockerfile contains features that requires buildkit, and since the
+    # devcontainer cli uses docker-compose to build the image, the only way to
+    # ensure docker-compose uses buildkit is to explicitly enable it.
+    env:
+      DOCKER_BUILDKIT: "1"
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          persist-credentials: false
+      - uses: actions/setup-node@master
+        with:
+          node-version: 16.x
+      - name: Install devcontainer cli
+        run: npm install --global @devcontainers/cli
+      - name: Build devcontainer
+        run: devcontainer build --workspace-folder .
+      # It would be nice to also test the following commands, but for some
+      # reason they don't work even though in VS Code devcontainer works.
+      # - name: Start devcontainer
+      #   run: devcontainer up --workspace-folder .
+      # - name: Run devcontainer scripts
+      #   run: devcontainer run-user-commands --workspace-folder .
+
   web_lint:
     name: Web - Lint
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v4
         with:
           persist-credentials: false
       - uses: actions/setup-node@master
@@ -32,7 +55,7 @@ jobs:
     name: Web - Test
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v4
         with:
           persist-credentials: false
       - uses: actions/setup-node@master
@@ -40,9 +63,6 @@ jobs:
           node-version: 20.x
       - run: npm install
         working-directory: ./web
-      - name: Build web
-        run: npm run build
-        working-directory: ./web
       # - name: Test
       #   run: npm run test
       #   working-directory: ./web
@@ -52,11 +72,11 @@ jobs:
     name: Python Checks
     steps:
       - name: Check out the repository
-        uses: actions/checkout@v5
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
       - name: Set up Python ${{ env.DEFAULT_PYTHON }}
-        uses: actions/setup-python@v5.4.0
+        uses: actions/setup-python@v5.3.0
         with:
           python-version: ${{ env.DEFAULT_PYTHON }}
       - name: Install requirements
@@ -75,21 +95,24 @@ jobs:
     name: Python Tests
     steps:
       - name: Check out code
-        uses: actions/checkout@v5
+        uses: actions/checkout@v4
         with:
           persist-credentials: false
       - uses: actions/setup-node@master
         with:
-          node-version: 20.x
+          node-version: 16.x
-      - name: Install devcontainer cli
+      - run: npm install
-        run: npm install --global @devcontainers/cli
+        working-directory: ./web
-      - name: Build devcontainer
+      - name: Build web
-        env:
+        run: npm run build
-          DOCKER_BUILDKIT: "1"
+        working-directory: ./web
-        run: devcontainer build --workspace-folder .
+      - name: Set up QEMU
-      - name: Start devcontainer
+        uses: docker/setup-qemu-action@v3
-        run: devcontainer up --workspace-folder .
+      - name: Set up Docker Buildx
-      - name: Run mypy in devcontainer
+        uses: docker/setup-buildx-action@v3
-        run: devcontainer exec --workspace-folder . bash -lc "python3 -u -m mypy --config-file frigate/mypy.ini frigate"
+      - name: Build
-      - name: Run unit tests in devcontainer
+        run: make
-        run: devcontainer exec --workspace-folder . bash -lc "python3 -u -m unittest"
+      - name: Run mypy
+        run: docker run --rm --entrypoint=python3 frigate:latest -u -m mypy --config-file frigate/mypy.ini frigate
+      - name: Run tests
+        run: docker run --rm --entrypoint=python3 frigate:latest -u -m unittest

.github/workflows/release.yml

@@ -10,7 +10,7 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-      - uses: actions/checkout@v5
+      - uses: actions/checkout@v4
         with:
           persist-credentials: false
       - id: lowercaseRepo
@@ -18,7 +18,7 @@ jobs:
         with:
           string: ${{ github.repository }}
       - name: Log in to the Container registry
-        uses: docker/login-action@184bdaa0721073962dff0199f1fb9940f07167d1
+        uses: docker/login-action@9780b0c442fbb1117ed29e0efdff1e18412f7567
         with:
           registry: ghcr.io
           username: ${{ github.actor }}
@@ -39,14 +39,14 @@ jobs:
           STABLE_TAG=${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-jp6 rk rocm; do
+          for variant in standard-arm64 tensorrt tensorrt-jp4 tensorrt-jp5 rk h8l rocm; do
             docker run --rm -v $HOME/.docker/config.json:/config.json quay.io/skopeo/stable:latest copy --authfile /config.json --multi-arch all docker://${PULL_TAG}-${variant} docker://${VERSION_TAG}-${variant}
           done
 
           # stable tag
           if [[ "${BUILD_TYPE}" == "stable" ]]; then
             docker run --rm -v $HOME/.docker/config.json:/config.json quay.io/skopeo/stable:latest copy --authfile /config.json --multi-arch all docker://${PULL_TAG} docker://${STABLE_TAG}
-            for variant in standard-arm64 tensorrt tensorrt-jp6 rk rocm; do
+            for variant in standard-arm64 tensorrt tensorrt-jp4 tensorrt-jp5 rk h8l rocm; do
               docker run --rm -v $HOME/.docker/config.json:/config.json quay.io/skopeo/stable:latest copy --authfile /config.json --multi-arch all docker://${PULL_TAG}-${variant} docker://${STABLE_TAG}-${variant}
             done
           fi

.gitignore

@@ -15,7 +15,6 @@ frigate/version.py
 web/build
 web/node_modules
 web/coverage
-web/.env
 core
 !/web/**/*.ts
 .idea/*

LICENSE

@@ -1,6 +1,6 @@
 The MIT License
 
-Copyright (c) 2025 Frigate LLC (Frigate™)
+Copyright (c) 2020 Blake Blackshear
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal

Makefile

@@ -1,7 +1,7 @@
 default_target: local
 
 COMMIT_HASH := $(shell git log -1 --pretty=format:"%h"|tail -1)
-VERSION = 0.17.0
+VERSION = 0.15.2
 IMAGE_REPO ?= ghcr.io/blakeblackshear/frigate
 GITHUB_REF_NAME ?= $(shell git rev-parse --abbrev-ref HEAD)
 BOARDS= #Initialized empty
@@ -14,19 +14,12 @@ push-boards: $(BOARDS:%=push-%)
 
 version:
 	echo 'VERSION = "$(VERSION)-$(COMMIT_HASH)"' > frigate/version.py
-	echo 'VITE_GIT_COMMIT_HASH=$(COMMIT_HASH)' > web/.env
 
 local: version
 	docker buildx build --target=frigate --file docker/main/Dockerfile . \
 		--tag frigate:latest \
 		--load
 
-debug: version
-	docker buildx build --target=frigate --file docker/main/Dockerfile . \
-	    --build-arg DEBUG=true \
-		--tag frigate:latest \
-		--load
-
 amd64:
 	docker buildx build --target=frigate --file docker/main/Dockerfile . \
 		--tag $(IMAGE_REPO):$(VERSION)-$(COMMIT_HASH) \

README.md

@@ -1,20 +1,12 @@
 <p align="center">
-  <img align="center" alt="logo" src="docs/static/img/branding/frigate.png">
+  <img align="center" alt="logo" src="docs/static/img/frigate.png">
 </p>
 
-# Frigate NVR™ - Realtime Object Detection for IP Cameras
+# Frigate - NVR With Realtime Object Detection for IP Cameras
-
-[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
-
-<a href="https://hosted.weblate.org/engage/frigate-nvr/">
-<img src="https://hosted.weblate.org/widget/frigate-nvr/language-badge.svg" alt="Translation status" />
-</a>
-
-\[English\] | [简体中文](https://github.com/blakeblackshear/frigate/blob/dev/README_CN.md)
 
 A complete and local NVR designed for [Home Assistant](https://www.home-assistant.io) with AI object detection. Uses OpenCV and Tensorflow to perform realtime object detection locally for IP cameras.
 
-Use of a GPU or AI accelerator is highly recommended. AI accelerators will outperform even the best CPUs with very little overhead. See Frigate's supported [object detectors](https://docs.frigate.video/configuration/object_detectors/).
+Use of a [Google Coral Accelerator](https://coral.ai/products/) is optional, but highly recommended. The Coral will outperform even the best CPUs and can process 100+ FPS with very little overhead.
 
 - Tight integration with Home Assistant via a [custom component](https://github.com/blakeblackshear/frigate-hass-integration)
 - Designed to minimize resource use and maximize performance by only looking for objects when and where it is necessary
@@ -35,49 +27,24 @@ View the documentation at https://docs.frigate.video
 
 If you would like to make a donation to support development, please use [Github Sponsors](https://github.com/sponsors/blakeblackshear).
 
-## License
-
-This project is licensed under the **MIT License**.
-
-- **Code:** The source code, configuration files, and documentation in this repository are available under the [MIT License](LICENSE). You are free to use, modify, and distribute the code as long as you include the original copyright notice.
-- **Trademarks:** The "Frigate" name, the "Frigate NVR" brand, and the Frigate logo are **trademarks of Frigate LLC** and are **not** covered by the MIT License.
-
-Please see our [Trademark Policy](TRADEMARK.md) for details on acceptable use of our brand assets.
-
 ## Screenshots
 
 ### Live dashboard
-
 <div>
 <img width="800" alt="Live dashboard" src="https://github.com/blakeblackshear/frigate/assets/569905/5e713cb9-9db5-41dc-947a-6937c3bc376e">
 </div>
 
 ### Streamlined review workflow
-
 <div>
 <img width="800" alt="Streamlined review workflow" src="https://github.com/blakeblackshear/frigate/assets/569905/6fed96e8-3b18-40e5-9ddc-31e6f3c9f2ff">
 </div>
 
 ### 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>
-
-## Translations
-
-We use [Weblate](https://hosted.weblate.org/projects/frigate-nvr/) to support language translations. Contributions are always welcome.
-
-<a href="https://hosted.weblate.org/engage/frigate-nvr/">
-<img src="https://hosted.weblate.org/widget/frigate-nvr/multi-auto.svg" alt="Translation status" />
-</a>
-
----
-
-**Copyright © 2025 Frigate LLC.**

README_CN.md

@@ -1,89 +0,0 @@
-<p align="center">
-  <img align="center" alt="logo" src="docs/static/img/branding/frigate.png">
-</p>
-
-# Frigate NVR™ - 一个具有实时目标检测的本地 NVR
-
-[English](https://github.com/blakeblackshear/frigate) | \[简体中文\]
-
-[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
-
-<a href="https://hosted.weblate.org/engage/frigate-nvr/-/zh_Hans/">
-<img src="https://hosted.weblate.org/widget/frigate-nvr/-/zh_Hans/svg-badge.svg" alt="翻译状态" />
-</a>
-
-一个完整的本地网络视频录像机（NVR），专为[Home Assistant](https://www.home-assistant.io)设计，具备 AI 目标/物体检测功能。使用 OpenCV 和 TensorFlow 在本地为 IP 摄像头执行实时物体检测。
-
-强烈推荐使用 GPU 或者 AI 加速器（例如[Google Coral 加速器](https://coral.ai/products/) 或者 [Hailo](https://hailo.ai/)等）。它们的运行效率远远高于现在的顶级 CPU，并且功耗也极低。
-
-- 通过[自定义组件](https://github.com/blakeblackshear/frigate-hass-integration)与 Home Assistant 紧密集成
-- 设计上通过仅在必要时和必要地点寻找目标，最大限度地减少资源使用并最大化性能
-- 大量利用多进程处理，强调实时性而非处理每一帧
-- 使用非常低开销的画面变动检测（也叫运动检测）来确定运行目标检测的位置
-- 使用 TensorFlow 进行目标检测，并运行在单独的进程中以达到最大 FPS
-- 通过 MQTT 进行通信，便于集成到其他系统中
-- 根据检测到的物体设置保留时间进行视频录制
-- 24/7 全天候录制
-- 通过 RTSP 重新流传输以减少摄像头的连接数
-- 支持 WebRTC 和 MSE，实现低延迟的实时观看
-
-## 社区中文翻译文档
-
-你可以在这里查看文档 https://docs.frigate-cn.video
-
-## 赞助
-
-如果您想通过捐赠支持开发，请使用 [Github Sponsors](https://github.com/sponsors/blakeblackshear)。
-
-## 协议
-
-本项目采用 **MIT 许可证**授权。
-**代码部分**：本代码库中的源代码、配置文件和文档均遵循 [MIT 许可证](LICENSE)。您可以自由使用、修改和分发这些代码，但必须保留原始版权声明。
-
-**商标部分**：“Frigate”名称、“Frigate NVR”品牌以及 Frigate 的 Logo 为 **Frigate LLC 的商标**，**不在** MIT 许可证覆盖范围内。
-有关品牌资产的规范使用详情，请参阅我们的[《商标政策》](TRADEMARK.md)。
-
-## 截图
-
-### 实时监控面板
-
-<div>
-<img width="800" alt="实时监控面板" src="https://github.com/blakeblackshear/frigate/assets/569905/5e713cb9-9db5-41dc-947a-6937c3bc376e">
-</div>
-
-### 简单的核查工作流程
-
-<div>
-<img width="800" alt="简单的审查工作流程" src="https://github.com/blakeblackshear/frigate/assets/569905/6fed96e8-3b18-40e5-9ddc-31e6f3c9f2ff">
-</div>
-
-### 多摄像头可按时间轴查看
-
-<div>
-<img width="800" alt="多摄像头可按时间轴查看" src="https://github.com/blakeblackshear/frigate/assets/569905/d6788a15-0eeb-4427-a8d4-80b93cae3d74">
-</div>
-
-### 内置遮罩和区域编辑器
-
-<div>
-<img width="800" alt="内置遮罩和区域编辑器" src="https://github.com/blakeblackshear/frigate/assets/569905/d7885fc3-bfe6-452f-b7d0-d957cb3e31f5">
-</div>
-
-## 翻译
-
-我们使用 [Weblate](https://hosted.weblate.org/projects/frigate-nvr/) 平台提供翻译支持，欢迎参与进来一起完善。
-
-## 非官方中文讨论社区
-
-欢迎加入中文讨论 QQ 群：[1043861059](https://qm.qq.com/q/7vQKsTmSz)
-
-Bilibili：https://space.bilibili.com/3546894915602564
-
-## 中文社区赞助商
-
-[![EdgeOne](https://edgeone.ai/media/34fe3a45-492d-4ea4-ae5d-ea1087ca7b4b.png)](https://edgeone.ai/zh?from=github)
-本项目 CDN 加速及安全防护由 Tencent EdgeOne 赞助
-
----
-
-**Copyright © 2025 Frigate LLC.**

TRADEMARK.md

@@ -1,58 +0,0 @@
-# Trademark Policy
-
-**Last Updated:** November 2025
-
-This document outlines the policy regarding the use of the trademarks associated with the Frigate NVR project.
-
-## 1. Our Trademarks
-
-The following terms and visual assets are trademarks (the "Marks") of **Frigate LLC**:
-
-- **Frigate™**
-- **Frigate NVR™**
-- **Frigate+™**
-- **The Frigate Logo**
-
-**Note on Common Law Rights:**
-Frigate LLC asserts all common law rights in these Marks. The absence of a federal registration symbol (®) does not constitute a waiver of our intellectual property rights.
-
-## 2. Interaction with the MIT License
-
-The software in this repository is licensed under the [MIT License](LICENSE).
-
-**Crucial Distinction:**
-
-- The **Code** is free to use, modify, and distribute under the MIT terms.
-- The **Brand (Trademarks)** is **NOT** licensed under MIT.
-
-You may not use the Marks in any way that is not explicitly permitted by this policy or by written agreement with Frigate LLC.
-
-## 3. Acceptable Use
-
-You may use the Marks without prior written permission in the following specific contexts:
-
-- **Referential Use:** To truthfully refer to the software (e.g., _"I use Frigate NVR for my home security"_).
-- **Compatibility:** To indicate that your product or project works with the software (e.g., _"MyPlugin for Frigate NVR"_ or _"Compatible with Frigate"_).
-- **Commentary:** In news articles, blog posts, or tutorials discussing the software.
-
-## 4. Prohibited Use
-
-You may **NOT** use the Marks in the following ways:
-
-- **Commercial Products:** You may not use "Frigate" in the name of a commercial product, service, or app (e.g., selling an app named _"Frigate Viewer"_ is prohibited).
-- **Implying Affiliation:** You may not use the Marks in a way that suggests your project is official, sponsored by, or endorsed by Frigate LLC.
-- **Confusing Forks:** If you fork this repository to create a derivative work, you **must** remove the Frigate logo and rename your project to avoid user confusion. You cannot distribute a modified version of the software under the name "Frigate".
-- **Domain Names:** You may not register domain names containing "Frigate" that are likely to confuse users (e.g., `frigate-official-support.com`).
-
-## 5. The Logo
-
-The Frigate logo (the bird icon) is a visual trademark.
-
-- You generally **cannot** use the logo on your own website or product packaging without permission.
-- If you are building a dashboard or integration that interfaces with Frigate, you may use the logo only to represent the Frigate node/service, provided it does not imply you _are_ Frigate.
-
-## 6. Questions & Permissions
-
-If you are unsure if your intended use violates this policy, or if you wish to request a specific license to use the Marks (e.g., for a partnership), please contact us at:
-
-**help@frigate.video**

benchmark.py

@@ -4,13 +4,13 @@ from statistics import mean
 
 import numpy as np
 
+import frigate.util as util
 from frigate.config import DetectorTypeEnum
-from frigate.object_detection.base import (
+from frigate.object_detection import (
     ObjectDetectProcess,
     RemoteObjectDetector,
     load_labels,
 )
-from frigate.util.process import FrigateProcess
 
 my_frame = np.expand_dims(np.full((300, 300, 3), 1, np.uint8), axis=0)
 labels = load_labels("/labelmap.txt")
@@ -91,7 +91,7 @@ edgetpu_process_2 = ObjectDetectProcess(
 )
 
 for x in range(0, 10):
-    camera_process = FrigateProcess(
+    camera_process = util.Process(
         target=start, args=(x, 300, detection_queue, events[str(x)])
     )
     camera_process.daemon = True

docker-compose.yml

@@ -1,8 +1,8 @@
+version: "3"
 services:
   devcontainer:
     container_name: frigate-devcontainer
-    # Check host system's actual render/video/plugdev group IDs with 'getent group render', 'getent group video', and 'getent group plugdev'
+    # add groups from host for render, plugdev, video
-    # Must add these exact IDs in container's group_add section or OpenVINO GPU acceleration will fail
     group_add:
       - "109" # render
       - "110" # render
@@ -24,8 +24,8 @@ services:
     #                     capabilities: [gpu]
     environment:
       YOLO_MODELS: ""
-    # devices:
+    devices:
-      # - /dev/bus/usb:/dev/bus/usb # Uncomment for Google Coral USB
+      - /dev/bus/usb:/dev/bus/usb
       # - /dev/dri:/dev/dri # for intel hwaccel, needs to be updated for your hardware
     volumes:
       - .:/workspace/frigate:cached
@@ -33,10 +33,9 @@ services:
       - /etc/localtime:/etc/localtime:ro
       - ./config:/config
       - ./debug:/media/frigate
-     # - /dev/bus/usb:/dev/bus/usb # Uncomment for Google Coral USB
+      - /dev/bus/usb:/dev/bus/usb
   mqtt:
     container_name: mqtt
-    image: eclipse-mosquitto:2.0
+    image: eclipse-mosquitto:1.6
-    command: mosquitto -c /mosquitto-no-auth.conf # enable no-auth mode
     ports:
       - "1883:1883"

docker/hailo8l/Dockerfile

@@ -0,0 +1,40 @@
+# 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
+
+FROM wget AS hailort
+ARG TARGETARCH
+RUN --mount=type=bind,source=docker/hailo8l/install_hailort.sh,target=/deps/install_hailort.sh \
+    /deps/install_hailort.sh
+
+# 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=hailort /hailo-wheels /deps/hailo-wheels
+COPY --from=hailort /rootfs/ /
+
+# Install the wheels
+RUN pip3 install -U /deps/h8l-wheels/*.whl
+RUN pip3 install -U /deps/hailo-wheels/*.whl
+
+# Copy base files from the rootfs stage
+COPY --from=rootfs / /
+
+# Set workdir
+WORKDIR /opt/frigate/

docker/hailo8l/h8l.hcl

@@ -0,0 +1,34 @@
+target wget {
+  dockerfile = "docker/main/Dockerfile"
+  platforms = ["linux/arm64","linux/amd64"]
+  target = "wget"
+}
+
+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 = {
+    wget = "target:wget"
+    wheels = "target:wheels"
+    deps = "target:deps"
+    rootfs = "target:rootfs"
+  }
+  platforms = ["linux/arm64","linux/amd64"]
+}

docker/hailo8l/h8l.mk

@@ -0,0 +1,15 @@
+BOARDS += h8l
+
+local-h8l: version
+	docker buildx bake --file=docker/hailo8l/h8l.hcl h8l \
+		--set h8l.tags=frigate:latest-h8l \
+		--load
+
+build-h8l: version
+	docker buildx bake --file=docker/hailo8l/h8l.hcl h8l \
+		--set h8l.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-h8l
+
+push-h8l: build-h8l
+	docker buildx bake --file=docker/hailo8l/h8l.hcl h8l \
+	 	--set h8l.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-h8l \
+		--push

docker/hailo8l/install_hailort.sh

@@ -0,0 +1,19 @@
+#!/bin/bash
+
+set -euxo pipefail
+
+hailo_version="4.19.0"
+
+if [[ "${TARGETARCH}" == "amd64" ]]; then
+    arch="x86_64"
+elif [[ "${TARGETARCH}" == "arm64" ]]; then
+    arch="aarch64"
+fi
+
+wget -qO- "https://github.com/frigate-nvr/hailort/releases/download/v${hailo_version}/hailort-${TARGETARCH}.tar.gz" |
+    tar -C / -xzf -
+
+mkdir -p /hailo-wheels
+
+wget -P /hailo-wheels/ "https://github.com/frigate-nvr/hailort/releases/download/v${hailo_version}/hailort-${hailo_version}-cp39-cp39-linux_${arch}.whl"
+

docker/hailo8l/requirements-wheels-h8l.txt

@@ -0,0 +1,12 @@
+appdirs==1.4.*
+argcomplete==2.0.*
+contextlib2==0.6.*
+distlib==0.3.*
+filelock==3.8.*
+future==0.18.*
+importlib-metadata==5.1.*
+importlib-resources==5.1.*
+netaddr==0.8.*
+netifaces==0.10.*
+verboselogs==1.7.*
+virtualenv==20.17.*

docker/hailo8l/user_installation.sh

@@ -4,7 +4,6 @@
 sudo apt-get update
 sudo apt-get install -y build-essential cmake git wget
 
-hailo_version="4.21.0"
 arch=$(uname -m)
 
 if [[ $arch == "x86_64" ]]; then
@@ -14,7 +13,7 @@ else
 fi
 
 # Clone the HailoRT driver repository
-git clone --depth 1 --branch v${hailo_version} https://github.com/hailo-ai/hailort-drivers.git
+git clone --depth 1 --branch v4.19.0 https://github.com/hailo-ai/hailort-drivers.git
 
 # Build and install the HailoRT driver
 cd hailort-drivers/linux/pcie

docker/main/Dockerfile

@@ -3,29 +3,14 @@
 # https://askubuntu.com/questions/972516/debian-frontend-environment-variable
 ARG DEBIAN_FRONTEND=noninteractive
 
-# Globally set pip break-system-packages option to avoid having to specify it every time
+ARG BASE_IMAGE=debian:11
-ARG PIP_BREAK_SYSTEM_PACKAGES=1
+ARG SLIM_BASE=debian:11-slim
-
-ARG BASE_IMAGE=debian:12
-ARG SLIM_BASE=debian:12-slim
-
-# A hook that allows us to inject commands right after the base images
-ARG BASE_HOOK=
 
 FROM ${BASE_IMAGE} AS base
-ARG PIP_BREAK_SYSTEM_PACKAGES
-ARG BASE_HOOK
 
-RUN sh -c "$BASE_HOOK"
+FROM --platform=${BUILDPLATFORM} debian:11 AS base_host
-
-FROM --platform=${BUILDPLATFORM} debian:12 AS base_host
-ARG PIP_BREAK_SYSTEM_PACKAGES
 
 FROM ${SLIM_BASE} AS slim-base
-ARG PIP_BREAK_SYSTEM_PACKAGES
-ARG BASE_HOOK
-
-RUN sh -c "$BASE_HOOK"
 
 FROM slim-base AS wget
 ARG DEBIAN_FRONTEND
@@ -39,7 +24,10 @@ ARG DEBIAN_FRONTEND
 ENV CCACHE_DIR /root/.ccache
 ENV CCACHE_MAXSIZE 2G
 
-RUN --mount=type=bind,source=docker/main/build_nginx.sh,target=/deps/build_nginx.sh \
+# bind /var/cache/apt to tmpfs to speed up nginx build
+RUN --mount=type=tmpfs,target=/tmp --mount=type=tmpfs,target=/var/cache/apt \
+    --mount=type=bind,source=docker/main/build_nginx.sh,target=/deps/build_nginx.sh \
+    --mount=type=cache,target=/root/.ccache \
     /deps/build_nginx.sh
 
 FROM wget AS sqlite-vec
@@ -55,7 +43,7 @@ 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/v1.9.10/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
@@ -78,9 +66,8 @@ COPY docker/main/requirements-ov.txt /requirements-ov.txt
 RUN apt-get -qq update \
     && apt-get -qq install -y wget python3 python3-dev python3-distutils gcc pkg-config libhdf5-dev \
     && wget -q https://bootstrap.pypa.io/get-pip.py -O get-pip.py \
-    && sed -i 's/args.append("setuptools")/args.append("setuptools==77.0.3")/' get-pip.py \
     && python3 get-pip.py "pip" \
-    && pip3 install -r /requirements-ov.txt
+    && pip install -r /requirements-ov.txt
 
 # Get OpenVino Model
 RUN --mount=type=bind,source=docker/main/build_ov_model.py,target=/build_ov_model.py \
@@ -148,22 +135,28 @@ RUN --mount=type=bind,source=docker/main/install_s6_overlay.sh,target=/deps/inst
 FROM base AS wheels
 ARG DEBIAN_FRONTEND
 ARG TARGETARCH
-ARG DEBUG=false
 
 # Use a separate container to build wheels to prevent build dependencies in final image
 RUN apt-get -qq update \
     && apt-get -qq install -y \
-    apt-transport-https wget unzip \
+    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 \
-    python3.11 \
+    python3.9 \
-    python3.11-dev \
+    python3.9-dev \
     # opencv dependencies
     build-essential cmake git pkg-config libgtk-3-dev \
     libavcodec-dev libavformat-dev libswscale-dev libv4l-dev \
     libxvidcore-dev libx264-dev libjpeg-dev libpng-dev libtiff-dev \
     gfortran openexr libatlas-base-dev libssl-dev\
-    libtbbmalloc2 libtbb-dev libdc1394-dev libopenexr-dev \
+    libtbb2 libtbb-dev libdc1394-22-dev libopenexr-dev \
     libgstreamer-plugins-base1.0-dev libgstreamer1.0-dev \
     # sqlite3 dependencies
     tclsh \
@@ -171,15 +164,13 @@ RUN apt-get -qq update \
     gcc gfortran libopenblas-dev liblapack-dev && \
     rm -rf /var/lib/apt/lists/*
 
-RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.11 1
+# Ensure python3 defaults to python3.9
+RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.9 1
 
 RUN wget -q https://bootstrap.pypa.io/get-pip.py -O get-pip.py \
-    && sed -i 's/args.append("setuptools")/args.append("setuptools==77.0.3")/' get-pip.py \
     && python3 get-pip.py "pip"
 
 COPY docker/main/requirements.txt /requirements.txt
-COPY docker/main/requirements-dev.txt /requirements-dev.txt
-
 RUN pip3 install -r /requirements.txt
 
 # Build pysqlite3 from source
@@ -187,14 +178,8 @@ 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 && \
+RUN pip3 wheel --wheel-dir=/wheels -r /requirements-wheels.txt
-    if [ "$DEBUG" = "true" ]; then \
-        pip3 wheel --wheel-dir=/wheels -r /requirements-dev.txt; \
-    fi
 
-# Install HailoRT & Wheels
-RUN --mount=type=bind,source=docker/main/install_hailort.sh,target=/deps/install_hailort.sh \
-    /deps/install_hailort.sh
 
 # Collect deps in a single layer
 FROM scratch AS deps-rootfs
@@ -205,14 +190,12 @@ COPY --from=libusb-build /usr/local/lib /usr/local/lib
 COPY --from=tempio /rootfs/ /
 COPY --from=s6-overlay /rootfs/ /
 COPY --from=models /rootfs/ /
-COPY --from=wheels /rootfs/ /
 COPY docker/main/rootfs/ /
 
 
 # Frigate deps (ffmpeg, python, nginx, go2rtc, s6-overlay, etc)
 FROM slim-base AS deps
 ARG TARGETARCH
-ARG BASE_IMAGE
 
 ARG DEBIAN_FRONTEND
 # http://stackoverflow.com/questions/48162574/ddg#49462622
@@ -231,35 +214,16 @@ ENV TRANSFORMERS_NO_ADVISORY_WARNINGS=1
 # Set OpenCV ffmpeg loglevel to fatal: https://ffmpeg.org/doxygen/trunk/log_8h.html
 ENV OPENCV_FFMPEG_LOGLEVEL=8
 
-# Set NumPy to ignore getlimits warning
-ENV PYTHONWARNINGS="ignore:::numpy.core.getlimits"
-
-# Set HailoRT to disable logging
-ENV HAILORT_LOGGER_PATH=NONE
-
-# TensorFlow error only
-ENV TF_CPP_MIN_LOG_LEVEL=3
-
 ENV PATH="/usr/local/go2rtc/bin:/usr/local/tempio/bin:/usr/local/nginx/sbin:${PATH}"
 
 # Install dependencies
 RUN --mount=type=bind,source=docker/main/install_deps.sh,target=/deps/install_deps.sh \
     /deps/install_deps.sh
 
-ENV DEFAULT_FFMPEG_VERSION="7.0"
-ENV INCLUDED_FFMPEG_VERSIONS="${DEFAULT_FFMPEG_VERSION}:5.0"
-
-RUN wget -q https://bootstrap.pypa.io/get-pip.py -O get-pip.py \
-    && sed -i 's/args.append("setuptools")/args.append("setuptools==77.0.3")/' get-pip.py \
-    && python3 get-pip.py "pip"
-
 RUN --mount=type=bind,from=wheels,source=/wheels,target=/deps/wheels \
+    python3 -m pip install --upgrade pip && \
     pip3 install -U /deps/wheels/*.whl
 
-# Install MemryX runtime (requires libgomp (OpenMP) in the final docker image)
-RUN --mount=type=bind,source=docker/main/install_memryx.sh,target=/deps/install_memryx.sh \
-    bash -c "bash /deps/install_memryx.sh"
-
 COPY --from=deps-rootfs / /
 
 RUN ldconfig
@@ -277,12 +241,12 @@ ENTRYPOINT ["/init"]
 CMD []
 
 HEALTHCHECK --start-period=300s --start-interval=5s --interval=15s --timeout=5s --retries=3 \
-    CMD test -f /dev/shm/.frigate-is-stopping && exit 0; curl --fail --silent --show-error http://127.0.0.1:5000/api/version || exit 1
+    CMD curl --fail --silent --show-error http://127.0.0.1:5000/api/version || exit 1
 
 # Frigate deps with Node.js and NPM for devcontainer
 FROM deps AS devcontainer
 
-# Do not start the actual Frigate service on devcontainer as it will be started by VS Code
+# Do not start the actual Frigate service on devcontainer as it will be started by VSCode
 # But start a fake service for simulating the logs
 COPY docker/main/fake_frigate_run /etc/s6-overlay/s6-rc.d/frigate/run
 

docker/main/build_nginx.sh

@@ -2,22 +2,16 @@
 
 set -euxo pipefail
 
-NGINX_VERSION="1.27.4"
+NGINX_VERSION="1.25.3"
 VOD_MODULE_VERSION="1.31"
 SECURE_TOKEN_MODULE_VERSION="1.5"
 SET_MISC_MODULE_VERSION="v0.33"
 NGX_DEVEL_KIT_VERSION="v0.3.3"
 
-source /etc/os-release
+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
-if [[ "$VERSION_ID" == "12" ]]; then
-    sed -i '/^Types:/s/deb/& deb-src/' /etc/apt/sources.list.d/debian.sources
-else
-    cp /etc/apt/sources.list /etc/apt/sources.list.d/sources-src.list
-    sed -i 's|deb http|deb-src http|g' /etc/apt/sources.list.d/sources-src.list
-fi
-
 apt-get update
+
 apt-get -yqq build-dep nginx
 
 apt-get -yqq install --no-install-recommends ca-certificates wget

docker/main/build_ov_model.py

@@ -4,7 +4,7 @@ from openvino.tools import mo
 ov_model = mo.convert_model(
     "/models/ssdlite_mobilenet_v2_coco_2018_05_09/frozen_inference_graph.pb",
     compress_to_fp16=True,
-    transformations_config="/usr/local/lib/python3.11/dist-packages/openvino/tools/mo/front/tf/ssd_v2_support.json",
+    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,
 )

docker/main/build_pysqlite3.sh

@@ -2,31 +2,18 @@
 
 set -euxo pipefail
 
-SQLITE3_VERSION="3.46.1"
+SQLITE3_VERSION="96c92aba00c8375bc32fafcdf12429c58bd8aabfcadab6683e35bbb9cdebf19e" # 3.46.0
 PYSQLITE3_VERSION="0.5.3"
 
-# Install libsqlite3-dev if not present (needed for some base images like NVIDIA TensorRT)
+# Fetch the source code for the latest release of Sqlite.
-if ! dpkg -l | grep -q libsqlite3-dev; then
-  echo "Installing libsqlite3-dev for compilation..."
-  apt-get update && apt-get install -y libsqlite3-dev && rm -rf /var/lib/apt/lists/*
-fi
-
-# Fetch the pre-built sqlite amalgamation instead of building from source
 if [[ ! -d "sqlite" ]]; then
-  mkdir sqlite
+  wget https://www.sqlite.org/src/tarball/sqlite.tar.gz?r=${SQLITE3_VERSION} -O sqlite.tar.gz
-  cd sqlite
+  tar xzf sqlite.tar.gz
-
+  cd sqlite/
-  # Download the pre-built amalgamation from sqlite.org
+  LIBS="-lm" ./configure --disable-tcl --enable-tempstore=always
-  # For SQLite 3.46.1, the amalgamation version is 3460100
+  make sqlite3.c
-  SQLITE_AMALGAMATION_VERSION="3460100"
-
-  wget https://www.sqlite.org/2024/sqlite-amalgamation-${SQLITE_AMALGAMATION_VERSION}.zip -O sqlite-amalgamation.zip
-  unzip sqlite-amalgamation.zip
-  mv sqlite-amalgamation-${SQLITE_AMALGAMATION_VERSION}/* .
-  rmdir sqlite-amalgamation-${SQLITE_AMALGAMATION_VERSION}
-  rm sqlite-amalgamation.zip
-
   cd ../
+  rm sqlite.tar.gz
 fi
 
 # Grab the pysqlite3 source code.

docker/main/build_sqlite_vec.sh

@@ -4,15 +4,8 @@ set -euxo pipefail
 
 SQLITE_VEC_VERSION="0.1.3"
 
-source /etc/os-release
+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
-if [[ "$VERSION_ID" == "12" ]]; then
-    sed -i '/^Types:/s/deb/& deb-src/' /etc/apt/sources.list.d/debian.sources
-else
-    cp /etc/apt/sources.list /etc/apt/sources.list.d/sources-src.list
-    sed -i 's|deb http|deb-src http|g' /etc/apt/sources.list.d/sources-src.list
-fi
-
 apt-get update
 apt-get -yqq build-dep sqlite3 gettext git
 

docker/main/install_deps.sh

@@ -6,127 +6,92 @@ apt-get -qq update
 
 apt-get -qq install --no-install-recommends -y \
     apt-transport-https \
-    ca-certificates \
     gnupg \
     wget \
     lbzip2 \
     procps vainfo \
     unzip locales tzdata libxml2 xz-utils \
-    python3.11 \
+    python3.9 \
+    python3-pip \
     curl \
     lsof \
     jq \
-    nethogs \
+    nethogs
-    libgl1 \
-    libglib2.0-0 \
-    libusb-1.0.0 \
-    python3-h2 \
-    libgomp1  # memryx detector
 
-update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.11 1
+# ensure python3 defaults to python3.9
+update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.9 1
 
 mkdir -p -m 600 /root/.gnupg
 
-# install coral runtime
+# add coral repo
-wget -q -O /tmp/libedgetpu1-max.deb "https://github.com/feranick/libedgetpu/releases/download/16.0TF2.17.1-1/libedgetpu1-max_16.0tf2.17.1-1.bookworm_${TARGETARCH}.deb"
+curl -fsSLo - https://packages.cloud.google.com/apt/doc/apt-key.gpg | \
-unset DEBIAN_FRONTEND
+    gpg --dearmor -o /etc/apt/trusted.gpg.d/google-cloud-packages-archive-keyring.gpg
-yes | dpkg -i /tmp/libedgetpu1-max.deb && export DEBIAN_FRONTEND=noninteractive
+echo "deb https://packages.cloud.google.com/apt coral-edgetpu-stable main" | tee /etc/apt/sources.list.d/coral-edgetpu.list
-rm /tmp/libedgetpu1-max.deb
+echo "libedgetpu1-max libedgetpu/accepted-eula select true" | debconf-set-selections
 
-# install mesa-teflon-delegate from bookworm-backports
+# enable non-free repo in Debian
-# Only available for arm64 at the moment
+if grep -q "Debian" /etc/issue; then
-if [[ "${TARGETARCH}" == "arm64" ]]; then
+    sed -i -e's/ main/ main contrib non-free/g' /etc/apt/sources.list
-    if [[ "${BASE_IMAGE}" == *"nvcr.io/nvidia/tensorrt"* ]]; then
-        echo "Info: Skipping apt-get commands because BASE_IMAGE includes 'nvcr.io/nvidia/tensorrt' for arm64."
-    else
-        echo "deb http://deb.debian.org/debian bookworm-backports main" | tee /etc/apt/sources.list.d/bookworm-backbacks.list
-        apt-get -qq update
-        apt-get -qq install --no-install-recommends --no-install-suggests -y mesa-teflon-delegate/bookworm-backports
-    fi
 fi
 
-# ffmpeg -> amd64
+# coral drivers
+apt-get -qq update
+apt-get -qq install --no-install-recommends --no-install-suggests -y \
+    libedgetpu1-max python3-tflite-runtime python3-pycoral
+
+# btbn-ffmpeg -> amd64
 if [[ "${TARGETARCH}" == "amd64" ]]; then
     mkdir -p /usr/lib/ffmpeg/5.0
-    wget -qO 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 ffmpeg.tar.xz -C /usr/lib/ffmpeg/5.0 --strip-components 1 amd64/bin/ffmpeg amd64/bin/ffprobe
-    rm -rf ffmpeg.tar.xz
     mkdir -p /usr/lib/ffmpeg/7.0
-    wget -qO ffmpeg.tar.xz "https://github.com/NickM-27/FFmpeg-Builds/releases/download/autobuild-2024-09-19-12-51/ffmpeg-n7.0.2-18-g3e6cec1286-linux64-gpl-7.0.tar.xz"
+    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 ffmpeg.tar.xz -C /usr/lib/ffmpeg/7.0 --strip-components 1 amd64/bin/ffmpeg amd64/bin/ffprobe
+    tar -xf btbn-ffmpeg.tar.xz -C /usr/lib/ffmpeg/5.0 --strip-components 1
-    rm -rf ffmpeg.tar.xz
+    rm -rf btbn-ffmpeg.tar.xz /usr/lib/ffmpeg/5.0/doc /usr/lib/ffmpeg/5.0/bin/ffplay
+    wget -qO btbn-ffmpeg.tar.xz "https://github.com/NickM-27/FFmpeg-Builds/releases/download/autobuild-2024-09-19-12-51/ffmpeg-n7.0.2-18-g3e6cec1286-linux64-gpl-7.0.tar.xz"
+    tar -xf btbn-ffmpeg.tar.xz -C /usr/lib/ffmpeg/7.0 --strip-components 1
+    rm -rf btbn-ffmpeg.tar.xz /usr/lib/ffmpeg/7.0/doc /usr/lib/ffmpeg/7.0/bin/ffplay
 fi
 
 # ffmpeg -> arm64
 if [[ "${TARGETARCH}" == "arm64" ]]; then
     mkdir -p /usr/lib/ffmpeg/5.0
-    wget -qO 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 ffmpeg.tar.xz -C /usr/lib/ffmpeg/5.0 --strip-components 1 arm64/bin/ffmpeg arm64/bin/ffprobe
-    rm -f ffmpeg.tar.xz
     mkdir -p /usr/lib/ffmpeg/7.0
-    wget -qO ffmpeg.tar.xz "https://github.com/NickM-27/FFmpeg-Builds/releases/download/autobuild-2024-09-19-12-51/ffmpeg-n7.0.2-18-g3e6cec1286-linuxarm64-gpl-7.0.tar.xz"
+    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 ffmpeg.tar.xz -C /usr/lib/ffmpeg/7.0 --strip-components 1 arm64/bin/ffmpeg arm64/bin/ffprobe
+    tar -xf btbn-ffmpeg.tar.xz -C /usr/lib/ffmpeg/5.0 --strip-components 1
-    rm -f ffmpeg.tar.xz
+    rm -rf btbn-ffmpeg.tar.xz /usr/lib/ffmpeg/5.0/doc /usr/lib/ffmpeg/5.0/bin/ffplay
+    wget -qO btbn-ffmpeg.tar.xz "https://github.com/NickM-27/FFmpeg-Builds/releases/download/autobuild-2024-09-19-12-51/ffmpeg-n7.0.2-18-g3e6cec1286-linuxarm64-gpl-7.0.tar.xz"
+    tar -xf btbn-ffmpeg.tar.xz -C /usr/lib/ffmpeg/7.0 --strip-components 1
+    rm -rf btbn-ffmpeg.tar.xz /usr/lib/ffmpeg/7.0/doc /usr/lib/ffmpeg/7.0/bin/ffplay
 fi
 
 # arch specific packages
 if [[ "${TARGETARCH}" == "amd64" ]]; then
-  # Install non-free version of i965 driver
+    # use debian bookworm for amd / intel-i965 driver packages
-  sed -i -E "/^Components: main$/s/main/main contrib non-free non-free-firmware/" "/etc/apt/sources.list.d/debian.sources" \
+    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 update
-      && apt-get install --no-install-recommends --no-install-suggests -y i965-va-driver-shaders \
-      && sed -i -E "/^Components: main contrib non-free non-free-firmware$/s/main contrib non-free non-free-firmware/main/" "/etc/apt/sources.list.d/debian.sources" \
-      && apt-get update
-
-    # install amd / intel-i965 driver packages
     apt-get -qq install --no-install-recommends --no-install-suggests -y \
-        intel-gpu-tools onevpl-tools \
+        i965-va-driver intel-gpu-tools onevpl-tools \
         libva-drm2 \
         mesa-va-drivers radeontop
 
+    # 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
+
     # intel packages use zst compression so we need to update dpkg
     apt-get install -y dpkg
 
+    rm -f /etc/apt/sources.list.d/debian-bookworm.list
+
     # use intel apt intel packages
     wget -qO - https://repositories.intel.com/gpu/intel-graphics.key | gpg --yes --dearmor --output /usr/share/keyrings/intel-graphics.gpg
     echo "deb [arch=amd64 signed-by=/usr/share/keyrings/intel-graphics.gpg] https://repositories.intel.com/gpu/ubuntu jammy client" | tee /etc/apt/sources.list.d/intel-gpu-jammy.list
     apt-get -qq update
     apt-get -qq install --no-install-recommends --no-install-suggests -y \
-        intel-media-va-driver-non-free libmfx1 libmfxgen1 libvpl2
+        intel-opencl-icd=24.35.30872.31-996~22.04 intel-level-zero-gpu=1.3.29735.27-914~22.04 intel-media-va-driver-non-free=24.3.3-996~22.04 \
-
+        libmfx1=23.2.2-880~22.04 libmfxgen1=24.2.4-914~22.04 libvpl2=1:2.13.0.0-996~22.04
-    apt-get -qq install -y ocl-icd-libopencl1
-
-    # install libtbb12 for NPU support
-    apt-get -qq install -y libtbb12
 
     rm -f /usr/share/keyrings/intel-graphics.gpg
     rm -f /etc/apt/sources.list.d/intel-gpu-jammy.list
-
-    # install legacy and standard intel icd and level-zero-gpu
-    # see https://github.com/intel/compute-runtime/blob/master/LEGACY_PLATFORMS.md for more info
-    # needed core package
-    wget https://github.com/intel/compute-runtime/releases/download/24.52.32224.5/libigdgmm12_22.5.5_amd64.deb
-    dpkg -i libigdgmm12_22.5.5_amd64.deb
-    rm libigdgmm12_22.5.5_amd64.deb
-
-    # legacy packages
-    wget https://github.com/intel/compute-runtime/releases/download/24.35.30872.36/intel-opencl-icd-legacy1_24.35.30872.36_amd64.deb
-    wget https://github.com/intel/compute-runtime/releases/download/24.35.30872.36/intel-level-zero-gpu-legacy1_1.5.30872.36_amd64.deb
-    wget https://github.com/intel/intel-graphics-compiler/releases/download/igc-1.0.17537.24/intel-igc-opencl_1.0.17537.24_amd64.deb
-    wget https://github.com/intel/intel-graphics-compiler/releases/download/igc-1.0.17537.24/intel-igc-core_1.0.17537.24_amd64.deb
-    # standard packages
-    wget https://github.com/intel/compute-runtime/releases/download/24.52.32224.5/intel-opencl-icd_24.52.32224.5_amd64.deb
-    wget https://github.com/intel/compute-runtime/releases/download/24.52.32224.5/intel-level-zero-gpu_1.6.32224.5_amd64.deb
-    wget https://github.com/intel/intel-graphics-compiler/releases/download/v2.5.6/intel-igc-opencl-2_2.5.6+18417_amd64.deb
-    wget https://github.com/intel/intel-graphics-compiler/releases/download/v2.5.6/intel-igc-core-2_2.5.6+18417_amd64.deb
-    # npu packages
-    wget https://github.com/oneapi-src/level-zero/releases/download/v1.21.9/level-zero_1.21.9+u22.04_amd64.deb
-    wget https://github.com/intel/linux-npu-driver/releases/download/v1.17.0/intel-driver-compiler-npu_1.17.0.20250508-14912879441_ubuntu22.04_amd64.deb
-    wget https://github.com/intel/linux-npu-driver/releases/download/v1.17.0/intel-fw-npu_1.17.0.20250508-14912879441_ubuntu22.04_amd64.deb
-    wget https://github.com/intel/linux-npu-driver/releases/download/v1.17.0/intel-level-zero-npu_1.17.0.20250508-14912879441_ubuntu22.04_amd64.deb
-
-    dpkg -i *.deb
-    rm *.deb
 fi
 
 if [[ "${TARGETARCH}" == "arm64" ]]; then
@@ -145,6 +110,6 @@ rm -rf /var/lib/apt/lists/*
 
 # Install yq, for frigate-prepare and go2rtc echo source
 curl -fsSL \
-    "https://github.com/mikefarah/yq/releases/download/v4.48.2/yq_linux_$(dpkg --print-architecture)" \
+    "https://github.com/mikefarah/yq/releases/download/v4.33.3/yq_linux_$(dpkg --print-architecture)" \
     --output /usr/local/bin/yq
 chmod +x /usr/local/bin/yq

docker/main/install_hailort.sh

@@ -1,14 +0,0 @@
-#!/bin/bash
-
-set -euxo pipefail
-
-hailo_version="4.21.0"
-
-if [[ "${TARGETARCH}" == "amd64" ]]; then
-    arch="x86_64"
-elif [[ "${TARGETARCH}" == "arm64" ]]; then
-    arch="aarch64"
-fi
-
-wget -qO- "https://github.com/frigate-nvr/hailort/releases/download/v${hailo_version}/hailort-debian12-${TARGETARCH}.tar.gz" | tar -C / -xzf -
-wget -P /wheels/ "https://github.com/frigate-nvr/hailort/releases/download/v${hailo_version}/hailort-${hailo_version}-cp311-cp311-linux_${arch}.whl"

docker/main/install_memryx.sh

@@ -1,31 +0,0 @@
-#!/bin/bash
-set -e
-
-# Download the MxAccl for Frigate github release
-wget https://github.com/memryx/mx_accl_frigate/archive/refs/tags/v2.1.0.zip -O /tmp/mxaccl.zip
-unzip /tmp/mxaccl.zip -d /tmp
-mv /tmp/mx_accl_frigate-2.1.0 /opt/mx_accl_frigate
-rm /tmp/mxaccl.zip
-
-# Install Python dependencies
-pip3 install -r /opt/mx_accl_frigate/freeze
-
-# Link the Python package dynamically
-SITE_PACKAGES=$(python3 -c "import site; print(site.getsitepackages()[0])")
-ln -s /opt/mx_accl_frigate/memryx "$SITE_PACKAGES/memryx"
-
-# Copy architecture-specific shared libraries
-ARCH=$(uname -m)
-if [[ "$ARCH" == "x86_64" ]]; then
-    cp /opt/mx_accl_frigate/memryx/x86/libmemx.so* /usr/lib/x86_64-linux-gnu/
-    cp /opt/mx_accl_frigate/memryx/x86/libmx_accl.so* /usr/lib/x86_64-linux-gnu/
-elif [[ "$ARCH" == "aarch64" ]]; then
-    cp /opt/mx_accl_frigate/memryx/arm/libmemx.so* /usr/lib/aarch64-linux-gnu/
-    cp /opt/mx_accl_frigate/memryx/arm/libmx_accl.so* /usr/lib/aarch64-linux-gnu/
-else
-    echo "Unsupported architecture: $ARCH"
-    exit 1
-fi
-
-# Refresh linker cache
-ldconfig

docker/main/install_s6_overlay.sh

@@ -2,7 +2,7 @@
 
 set -euxo pipefail
 
-s6_version="3.2.1.0"
+s6_version="3.1.5.0"
 
 if [[ "${TARGETARCH}" == "amd64" ]]; then
     s6_arch="x86_64"

docker/main/requirements-dev.txt

@@ -1,4 +1 @@
 ruff
-
-# types
-types-peewee == 3.17.*

docker/main/requirements-wheels.txt

@@ -1,85 +1,47 @@
-aiofiles == 24.1.*
 click == 8.1.*
 # FastAPI
-aiohttp == 3.12.*
+aiohttp == 3.11.2
-starlette == 0.47.*
+starlette == 0.41.2
-starlette-context == 0.4.*
+starlette-context == 0.3.6
-fastapi[standard-no-fastapi-cloud-cli] == 0.116.*
+fastapi == 0.115.*
-uvicorn == 0.35.*
+uvicorn == 0.30.*
 slowapi == 0.1.*
-joserfc == 1.2.*
+imutils == 0.5.*
-cryptography == 44.0.*
+joserfc == 1.0.*
-pathvalidate == 3.3.*
+pathvalidate == 3.2.*
-markupsafe == 3.0.*
+markupsafe == 2.1.*
-python-multipart == 0.0.20
-# Classification Model Training
-tensorflow == 2.19.* ; platform_machine == 'aarch64'
-tensorflow-cpu == 2.19.* ; platform_machine == 'x86_64'
-# General
 mypy == 1.6.1
-onvif-zeep-async == 4.0.*
+numpy == 1.26.*
+onvif_zeep == 0.2.12
+opencv-python-headless == 4.9.0.*
 paho-mqtt == 2.1.*
 pandas == 2.2.*
 peewee == 3.17.*
 peewee_migrate == 1.13.*
-psutil == 7.1.*
+psutil == 6.1.*
-pydantic == 2.10.*
+pydantic == 2.8.*
 git+https://github.com/fbcotter/py3nvml#egg=py3nvml
-pytz == 2025.*
+pytz == 2024.*
 pyzmq == 26.2.*
 ruamel.yaml == 0.18.*
 tzlocal == 5.2
 requests == 2.32.*
 types-requests == 2.32.*
-norfair == 2.3.*
+scipy == 1.13.*
+norfair == 2.2.*
 setproctitle == 1.3.*
 ws4py == 0.5.*
 unidecode == 1.3.*
-titlecase == 2.4.*
-# Image Manipulation
-numpy == 1.26.*
-opencv-python-headless == 4.11.0.*
-opencv-contrib-python == 4.11.0.*
-scipy == 1.16.*
 # OpenVino & ONNX
-openvino == 2025.3.*
+openvino == 2024.3.*
-onnxruntime == 1.22.*
+onnxruntime-openvino == 1.19.* ; platform_machine == 'x86_64'
+onnxruntime == 1.19.* ; platform_machine == 'aarch64'
 # Embeddings
 transformers == 4.45.*
 # Generative AI
 google-generativeai == 0.8.*
-ollama == 0.5.*
+ollama == 0.3.*
-openai == 1.65.*
+openai == 1.51.*
 # push notifications
 py-vapid == 1.9.*
 pywebpush == 2.0.*
-# alpr
-pyclipper == 1.3.*
-shapely == 2.0.*
-rapidfuzz==3.12.*
-# HailoRT Wheels
-appdirs==1.4.*
-argcomplete==2.0.*
-contextlib2==0.6.*
-distlib==0.3.*
-filelock==3.8.*
-future==0.18.*
-importlib-metadata==5.1.*
-importlib-resources==5.1.*
-netaddr==0.8.*
-netifaces==0.10.*
-verboselogs==1.7.*
-virtualenv==20.17.*
-prometheus-client == 0.21.*
-# TFLite
-tflite_runtime @ https://github.com/frigate-nvr/TFlite-builds/releases/download/v2.17.1/tflite_runtime-2.17.1-cp311-cp311-linux_x86_64.whl; platform_machine == 'x86_64'
-tflite_runtime @ https://github.com/feranick/TFlite-builds/releases/download/v2.17.1/tflite_runtime-2.17.1-cp311-cp311-linux_aarch64.whl; platform_machine == 'aarch64'
-# audio transcription
-sherpa-onnx==1.12.*
-faster-whisper==1.1.*
-librosa==0.11.*
-soundfile==0.13.*
-# DeGirum detector
-degirum == 0.16.*
-# Memory profiling
-memray == 1.15.*

docker/main/requirements.txt

@@ -1 +1,2 @@
-scikit-build == 0.18.*
+scikit-build == 0.17.*
+nvidia-pyindex

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

@@ -10,7 +10,7 @@ echo "[INFO] Starting certsync..."
 
 lefile="/etc/letsencrypt/live/frigate/fullchain.pem"
 
-tls_enabled=`python3 /usr/local/nginx/get_listen_settings.py | jq -r .tls.enabled`
+tls_enabled=`python3 /usr/local/nginx/get_tls_settings.py | jq -r .enabled`
 
 while true
 do

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

@@ -4,26 +4,52 @@
 
 set -o errexit -o nounset -o pipefail
 
-# opt out of openvino telemetry
-if [ -e /usr/local/bin/opt_in_out ]; then
-  /usr/local/bin/opt_in_out --opt_out > /dev/null 2>&1
-fi
-
 # Logs should be sent to stdout so that s6 can collect them
 
 # Tell S6-Overlay not to restart this service
 s6-svc -O .
 
+function migrate_db_path() {
+    # Find config file in yaml or yml, but prefer yaml
+    local config_file="${CONFIG_FILE:-"/config/config.yml"}"
+    local config_file_yaml="${config_file//.yml/.yaml}"
+    if [[ -f "${config_file_yaml}" ]]; then
+        config_file="${config_file_yaml}"
+    elif [[ ! -f "${config_file}" ]]; then
+        # Frigate will create the config file on startup
+        return 0
+    fi
+    unset config_file_yaml
+
+    # Use yq to check if database.path is set
+    local user_db_path
+    user_db_path=$(yq eval '.database.path' "${config_file}")
+
+    if [[ "${user_db_path}" == "null" ]]; then
+        local previous_db_path="/media/frigate/frigate.db"
+        local new_db_dir="/config"
+        if [[ -f "${previous_db_path}" ]]; then
+            if mountpoint --quiet "${new_db_dir}"; then
+                # /config is a mount point, move the db
+                echo "[INFO] Moving db from '${previous_db_path}' to the '${new_db_dir}' dir..."
+                # Move all files that starts with frigate.db to the new directory
+                mv -vf "${previous_db_path}"* "${new_db_dir}"
+            else
+                echo "[ERROR] Trying to migrate the db path from '${previous_db_path}' to the '${new_db_dir}' dir, but '${new_db_dir}' is not a mountpoint, please mount the '${new_db_dir}' dir"
+                return 1
+            fi
+        fi
+    fi
+}
+
 function set_libva_version() {
-    local ffmpeg_path
+    local ffmpeg_path=$(python3 /usr/local/ffmpeg/get_ffmpeg_path.py)
-    ffmpeg_path=$(python3 /usr/local/ffmpeg/get_ffmpeg_path.py)
+    export LIBAVFORMAT_VERSION_MAJOR=$($ffmpeg_path -version | grep -Po "libavformat\W+\K\d+")
-    LIBAVFORMAT_VERSION_MAJOR=$("$ffmpeg_path" -version | grep -Po "libavformat\W+\K\d+")
-    export LIBAVFORMAT_VERSION_MAJOR
 }
 
 echo "[INFO] Preparing Frigate..."
+migrate_db_path
 set_libva_version
-
 echo "[INFO] Starting Frigate..."
 
 cd /opt/frigate || echo "[ERROR] Failed to change working directory to /opt/frigate"

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

@@ -44,46 +44,10 @@ function get_ip_and_port_from_supervisor() {
 }
 
 function set_libva_version() {
-    local ffmpeg_path
+    local ffmpeg_path=$(python3 /usr/local/ffmpeg/get_ffmpeg_path.py)
-    ffmpeg_path=$(python3 /usr/local/ffmpeg/get_ffmpeg_path.py)
+    export LIBAVFORMAT_VERSION_MAJOR=$($ffmpeg_path -version | grep -Po "libavformat\W+\K\d+")
-    LIBAVFORMAT_VERSION_MAJOR=$("$ffmpeg_path" -version | grep -Po "libavformat\W+\K\d+")
-    export LIBAVFORMAT_VERSION_MAJOR
 }
 
-function setup_homekit_config() {
-    local config_path="$1"
-
-    if [[ ! -f "${config_path}" ]]; then
-        echo "[INFO] Creating empty HomeKit config file..."
-        echo '{}' > "${config_path}"
-    fi
-
-    # Convert YAML to JSON for jq processing
-    local temp_json="/tmp/cache/homekit_config.json"
-    yq eval -o=json "${config_path}" > "${temp_json}" 2>/dev/null || {
-        echo "[WARNING] Failed to convert HomeKit config to JSON, skipping cleanup"
-        return 0
-    }
-
-    # Use jq to filter and keep only the homekit section
-    local cleaned_json="/tmp/cache/homekit_cleaned.json"
-    jq '
-        # Keep only the homekit section if it exists, otherwise empty object
-        if has("homekit") then {homekit: .homekit} else {homekit: {}} end
-    ' "${temp_json}" > "${cleaned_json}" 2>/dev/null || echo '{"homekit": {}}' > "${cleaned_json}"
-
-    # Convert back to YAML and write to the config file
-    yq eval -P "${cleaned_json}" > "${config_path}" 2>/dev/null || {
-        echo "[WARNING] Failed to convert cleaned config to YAML, creating minimal config"
-        echo '{"homekit": {}}' > "${config_path}"
-    }
-
-    # Clean up temp files
-    rm -f "${temp_json}" "${cleaned_json}"
-}
-
-set_libva_version
-
 if [[ -f "/dev/shm/go2rtc.yaml" ]]; then
     echo "[INFO] Removing stale config from last run..."
     rm /dev/shm/go2rtc.yaml
@@ -93,7 +57,7 @@ if [[ ! -f "/dev/shm/go2rtc.yaml" ]]; then
     echo "[INFO] Preparing new go2rtc config..."
 
     if [[ -n "${SUPERVISOR_TOKEN:-}" ]]; then
-        # Running as a Home Assistant Add-on, infer the IP address and port
+        # Running as a Home Assistant add-on, infer the IP address and port
         get_ip_and_port_from_supervisor
     fi
 
@@ -102,9 +66,7 @@ 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
 
-# HomeKit configuration persistence setup
+set_libva_version
-readonly homekit_config_path="/config/go2rtc_homekit.yml"
-setup_homekit_config "${homekit_config_path}"
 
 readonly config_path="/config"
 
@@ -118,7 +80,5 @@ fi
 echo "[INFO] Starting go2rtc..."
 
 # Replace the bash process with the go2rtc process, redirecting stderr to stdout
-# Use HomeKit config as the primary config so writebacks go there
-# The main config from Frigate will be loaded as a secondary config
 exec 2>&1
-exec "${binary_path}" -config="${homekit_config_path}" -config=/dev/shm/go2rtc.yaml
+exec "${binary_path}" -config=/dev/shm/go2rtc.yaml

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

@@ -79,13 +79,8 @@ if [ ! \( -f "$letsencrypt_path/privkey.pem" -a -f "$letsencrypt_path/fullchain.
         -keyout "$letsencrypt_path/privkey.pem" -out "$letsencrypt_path/fullchain.pem" 2>/dev/null
 fi
 
-# build templates for optional FRIGATE_BASE_PATH environment variable
-python3 /usr/local/nginx/get_base_path.py | \
-    tempio -template /usr/local/nginx/templates/base_path.gotmpl \
-       -out /usr/local/nginx/conf/base_path.conf
-
 # build templates for optional TLS support
-python3 /usr/local/nginx/get_listen_settings.py | \
+python3 /usr/local/nginx/get_tls_settings.py | \
     tempio  -template /usr/local/nginx/templates/listen.gotmpl \
             -out /usr/local/nginx/conf/listen.conf
 

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

@@ -1,146 +0,0 @@
-#!/command/with-contenv bash
-# shellcheck shell=bash
-# Do preparation tasks before starting the main services
-
-set -o errexit -o nounset -o pipefail
-
-function migrate_addon_config_dir() {
-    local home_assistant_config_dir="/homeassistant"
-
-    if ! mountpoint --quiet "${home_assistant_config_dir}"; then
-        # Not running as a Home Assistant Add-on
-        return 0
-    fi
-
-    local config_dir="/config"
-    local new_config_file="${config_dir}/config.yml"
-    local new_config_file_yaml="${new_config_file//.yml/.yaml}"
-    if [[ -f "${new_config_file_yaml}" || -f "${new_config_file}" ]]; then
-        # Already migrated
-        return 0
-    fi
-
-    local old_config_file="${home_assistant_config_dir}/frigate.yml"
-    local old_config_file_yaml="${old_config_file//.yml/.yaml}"
-    if [[ -f "${old_config_file}" ]]; then
-        :
-    elif [[ -f "${old_config_file_yaml}" ]]; then
-        old_config_file="${old_config_file_yaml}"
-        new_config_file="${new_config_file_yaml}"
-    else
-        # Nothing to migrate
-        return 0
-    fi
-    unset old_config_file_yaml new_config_file_yaml
-
-    echo "[INFO] Starting migration from Home Assistant config dir to Add-on config dir..." >&2
-
-    local db_path
-    db_path=$(yq -r '.database.path' "${old_config_file}")
-    if [[ "${db_path}" == "null" ]]; then
-        db_path="${config_dir}/frigate.db"
-    fi
-    if [[ "${db_path}" == "${config_dir}/"* ]]; then
-        # replace /config/ prefix with /homeassistant/
-        local old_db_path="${home_assistant_config_dir}/${db_path:8}"
-
-        if [[ -f "${old_db_path}" ]]; then
-            local new_db_dir
-            new_db_dir="$(dirname "${db_path}")"
-            echo "[INFO] Migrating database from '${old_db_path}' to '${new_db_dir}' dir..." >&2
-            mkdir -vp "${new_db_dir}"
-            mv -vf "${old_db_path}" "${new_db_dir}"
-            local db_file
-            for db_file in "${old_db_path}"-shm "${old_db_path}"-wal; do
-                if [[ -f "${db_file}" ]]; then
-                    mv -vf "${db_file}" "${new_db_dir}"
-                fi
-            done
-            unset db_file
-        fi
-    fi
-
-    local config_entry
-    for config_entry in .model.path .model.labelmap_path .ffmpeg.path .mqtt.tls_ca_certs .mqtt.tls_client_cert .mqtt.tls_client_key; do
-        local config_entry_path
-        config_entry_path=$(yq -r "${config_entry}" "${old_config_file}")
-        if [[ "${config_entry_path}" == "${config_dir}/"* ]]; then
-            # replace /config/ prefix with /homeassistant/
-            local old_config_entry_path="${home_assistant_config_dir}/${config_entry_path:8}"
-
-            if [[ -f "${old_config_entry_path}" ]]; then
-                local new_config_entry_entry
-                new_config_entry_entry="$(dirname "${config_entry_path}")"
-                echo "[INFO] Migrating ${config_entry} from '${old_config_entry_path}' to '${config_entry_path}'..." >&2
-                mkdir -vp "${new_config_entry_entry}"
-                mv -vf "${old_config_entry_path}" "${config_entry_path}"
-            fi
-        fi
-    done
-
-    local old_model_cache_path="${home_assistant_config_dir}/model_cache"
-    if [[ -d "${old_model_cache_path}" ]]; then
-        echo "[INFO] Migrating '${old_model_cache_path}' to '${config_dir}'..." >&2
-        mv -f "${old_model_cache_path}" "${config_dir}"
-    fi
-
-    echo "[INFO] Migrating other files from '${home_assistant_config_dir}' to '${config_dir}'..." >&2
-    local file
-    for file in .exports .jwt_secret .timeline .vacuum go2rtc; do
-        file="${home_assistant_config_dir}/${file}"
-        if [[ -f "${file}" ]]; then
-            mv -vf "${file}" "${config_dir}"
-        fi
-    done
-
-    echo "[INFO] Migrating config file from '${old_config_file}' to '${new_config_file}'..." >&2
-    mv -vf "${old_config_file}" "${new_config_file}"
-
-    echo "[INFO] Migration from Home Assistant config dir to Add-on config dir completed." >&2
-}
-
-function migrate_db_from_media_to_config() {
-    # Find config file in yml or yaml, but prefer yml
-    local config_file="${CONFIG_FILE:-"/config/config.yml"}"
-    local config_file_yaml="${config_file//.yml/.yaml}"
-    if [[ -f "${config_file}" ]]; then
-        :
-    elif [[ -f "${config_file_yaml}" ]]; then
-        config_file="${config_file_yaml}"
-    else
-        # Frigate will create the config file on startup
-        return 0
-    fi
-    unset config_file_yaml
-
-    local user_db_path
-    user_db_path=$(yq -r '.database.path' "${config_file}")
-    if [[ "${user_db_path}" == "null" ]]; then
-        local old_db_path="/media/frigate/frigate.db"
-        local new_db_dir="/config"
-        if [[ -f "${old_db_path}" ]]; then
-            echo "[INFO] Migrating database from '${old_db_path}' to '${new_db_dir}' dir..." >&2
-            if mountpoint --quiet "${new_db_dir}"; then
-                # /config is a mount point, move the db
-                mv -vf "${old_db_path}" "${new_db_dir}"
-                local db_file
-                for db_file in "${old_db_path}"-shm "${old_db_path}"-wal; do
-                    if [[ -f "${db_file}" ]]; then
-                        mv -vf "${db_file}" "${new_db_dir}"
-                    fi
-                done
-                unset db_file
-            else
-                echo "[ERROR] Trying to migrate the database path from '${old_db_path}' to '${new_db_dir}' dir, but '${new_db_dir}' is not a mountpoint, please mount the '${new_db_dir}' dir" >&2
-                return 1
-            fi
-        fi
-    fi
-}
-
-# remove leftover from last run, not normally needed, but just in case
-# used by the docker healthcheck
-rm -f /dev/shm/.frigate-is-stopping
-
-migrate_addon_config_dir
-migrate_db_from_media_to_config

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

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

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

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

docker/main/rootfs/usr/local/ffmpeg/get_ffmpeg_path.py

@@ -1,6 +1,7 @@
 import json
+import os
+import shutil
 import sys
-from typing import Any
 
 from ruamel.yaml import YAML
 
@@ -9,28 +10,35 @@ from frigate.const import (
     DEFAULT_FFMPEG_VERSION,
     INCLUDED_FFMPEG_VERSIONS,
 )
-from frigate.util.config import find_config_file
 
 sys.path.remove("/opt/frigate")
 
 yaml = YAML()
 
-config_file = find_config_file()
+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.load(raw_config)
+        config: dict[str, any] = yaml.load(raw_config)
     elif config_file.endswith(".json"):
-        config: dict[str, Any] = json.loads(raw_config)
+        config: dict[str, any] = json.loads(raw_config)
 except FileNotFoundError:
-    config: dict[str, Any] = {}
+    config: dict[str, any] = {}
 
 path = config.get("ffmpeg", {}).get("path", "default")
 if path == "default":
-    print(f"/usr/lib/ffmpeg/{DEFAULT_FFMPEG_VERSION}/bin/ffmpeg")
+    if shutil.which("ffmpeg") is None:
+        print(f"/usr/lib/ffmpeg/{DEFAULT_FFMPEG_VERSION}/bin/ffmpeg")
+    else:
+        print("ffmpeg")
 elif path in INCLUDED_FFMPEG_VERSIONS:
     print(f"/usr/lib/ffmpeg/{path}/bin/ffmpeg")
 else:

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

@@ -2,9 +2,9 @@
 
 import json
 import os
+import shutil
 import sys
 from pathlib import Path
-from typing import Any
 
 from ruamel.yaml import YAML
 
@@ -13,10 +13,8 @@ from frigate.const import (
     BIRDSEYE_PIPE,
     DEFAULT_FFMPEG_VERSION,
     INCLUDED_FFMPEG_VERSIONS,
-    LIBAVFORMAT_VERSION_MAJOR,
 )
 from frigate.ffmpeg_presets import parse_preset_hardware_acceleration_encode
-from frigate.util.config import find_config_file
 
 sys.path.remove("/opt/frigate")
 
@@ -31,20 +29,25 @@ if os.path.isdir("/run/secrets"):
                 Path(os.path.join("/run/secrets", secret_file)).read_text().strip()
             )
 
-config_file = find_config_file()
+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.load(raw_config)
+        config: dict[str, any] = yaml.load(raw_config)
     elif config_file.endswith(".json"):
-        config: dict[str, Any] = json.loads(raw_config)
+        config: dict[str, any] = json.loads(raw_config)
 except FileNotFoundError:
-    config: dict[str, Any] = {}
+    config: dict[str, any] = {}
 
-go2rtc_config: dict[str, Any] = config.get("go2rtc", {})
+go2rtc_config: dict[str, any] = config.get("go2rtc", {})
 
 # Need to enable CORS for go2rtc so the frigate integration / card work automatically
 if go2rtc_config.get("api") is None:
@@ -54,7 +57,7 @@ elif go2rtc_config["api"].get("origin") is None:
 
 # Need to set default location for HA config
 if go2rtc_config.get("hass") is None:
-    go2rtc_config["hass"] = {"config": "/homeassistant"}
+    go2rtc_config["hass"] = {"config": "/config"}
 
 # we want to ensure that logs are easy to read
 if go2rtc_config.get("log") is None:
@@ -63,34 +66,56 @@ elif go2rtc_config["log"].get("format") is None:
     go2rtc_config["log"]["format"] = "text"
 
 # ensure there is a default webrtc config
-if go2rtc_config.get("webrtc") is None:
+if not go2rtc_config.get("webrtc"):
     go2rtc_config["webrtc"] = {}
 
-if go2rtc_config["webrtc"].get("candidates") is None:
+# 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("FRIGATE_GO2RTC_WEBRTC_CANDIDATE_INTERNAL")
+    internal_candidate = os.environ.get(
+        "FRIGATE_GO2RTC_WEBRTC_CANDIDATE_INTERNAL", None
+    )
     if internal_candidate is not None:
         default_candidates.append(internal_candidate)
     # should set default stun server so webrtc can work
     default_candidates.append("stun:8555")
 
-    go2rtc_config["webrtc"]["candidates"] = default_candidates
+    go2rtc_config["webrtc"] = {"candidates": default_candidates}
-
+else:
-if go2rtc_config.get("rtsp", {}).get("username") is not None:
+    print(
-    go2rtc_config["rtsp"]["username"] = go2rtc_config["rtsp"]["username"].format(
+        "[INFO] Not injecting WebRTC candidates into go2rtc config as it has been set manually",
-        **FRIGATE_ENV_VARS
     )
 
-if go2rtc_config.get("rtsp", {}).get("password") is not None:
+# sets default RTSP response to be equivalent to ?video=h264,h265&audio=aac
-    go2rtc_config["rtsp"]["password"] = go2rtc_config["rtsp"]["password"].format(
+# this means user does not need to specify audio codec when using restream
-        **FRIGATE_ENV_VARS
+# as source for frigate and the integration supports HLS playback
-    )
+if go2rtc_config.get("rtsp") is None:
+    go2rtc_config["rtsp"] = {"default_query": "mp4"}
+else:
+    if go2rtc_config["rtsp"].get("default_query") is None:
+        go2rtc_config["rtsp"]["default_query"] = "mp4"
+
+    if go2rtc_config["rtsp"].get("username") is not None:
+        go2rtc_config["rtsp"]["username"] = go2rtc_config["rtsp"]["username"].format(
+            **FRIGATE_ENV_VARS
+        )
+
+    if go2rtc_config["rtsp"].get("password") is not None:
+        go2rtc_config["rtsp"]["password"] = go2rtc_config["rtsp"]["password"].format(
+            **FRIGATE_ENV_VARS
+        )
 
 # ensure ffmpeg path is set correctly
 path = config.get("ffmpeg", {}).get("path", "default")
 if path == "default":
-    ffmpeg_path = f"/usr/lib/ffmpeg/{DEFAULT_FFMPEG_VERSION}/bin/ffmpeg"
+    if shutil.which("ffmpeg") is None:
+        ffmpeg_path = f"/usr/lib/ffmpeg/{DEFAULT_FFMPEG_VERSION}/bin/ffmpeg"
+    else:
+        ffmpeg_path = "ffmpeg"
 elif path in INCLUDED_FFMPEG_VERSIONS:
     ffmpeg_path = f"/usr/lib/ffmpeg/{path}/bin/ffmpeg"
 else:
@@ -102,12 +127,14 @@ elif go2rtc_config["ffmpeg"].get("bin") is None:
     go2rtc_config["ffmpeg"]["bin"] = ffmpeg_path
 
 # need to replace ffmpeg command when using ffmpeg4
-if LIBAVFORMAT_VERSION_MAJOR < 59:
+if int(os.environ.get("LIBAVFORMAT_VERSION_MAJOR", "59") or "59") < 59:
-    rtsp_args = "-fflags nobuffer -flags low_delay -stimeout 10000000 -user_agent go2rtc/ffmpeg -rtsp_transport tcp -i {input}"
+    if 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}"
+        )
+else:
     if go2rtc_config.get("ffmpeg") is None:
-        go2rtc_config["ffmpeg"] = {"rtsp": rtsp_args}
+        go2rtc_config["ffmpeg"] = {"path": ""}
-    elif go2rtc_config["ffmpeg"].get("rtsp") is None:
-        go2rtc_config["ffmpeg"]["rtsp"] = rtsp_args
 
 for name in go2rtc_config.get("streams", {}):
     stream = go2rtc_config["streams"][name]
@@ -135,7 +162,7 @@ for name in go2rtc_config.get("streams", {}):
 
 # add birdseye restream stream if enabled
 if config.get("birdseye", {}).get("restream", False):
-    birdseye: dict[str, Any] = config.get("birdseye")
+    birdseye: dict[str, any] = config.get("birdseye")
 
     input = f"-f rawvideo -pix_fmt yuv420p -video_size {birdseye.get('width', 1280)}x{birdseye.get('height', 720)} -r 10 -i {BIRDSEYE_PIPE}"
     ffmpeg_cmd = f"exec:{parse_preset_hardware_acceleration_encode(ffmpeg_path, config.get('ffmpeg', {}).get('hwaccel_args', ''), input, '-rtsp_transport tcp -f rtsp {output}')}"

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

@@ -1,16 +1,14 @@
 ## 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 the auth request to variables
+## Save the upstream metadata response headers from Authelia to variables.
 auth_request_set $user $upstream_http_remote_user;
-auth_request_set $role $upstream_http_remote_role;
 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-Role $role;
 proxy_set_header Remote-Groups $groups;
 proxy_set_header Remote-Email $email;
 proxy_set_header Remote-Name $name;

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

@@ -17,9 +17,7 @@ http {
 
     log_format main '$remote_addr - $remote_user [$time_local] "$request" '
                         '$status $body_bytes_sent "$http_referer" '
-                        '"$http_user_agent" "$http_x_forwarded_for" '
+                        '"$http_user_agent" "$http_x_forwarded_for"';
-                        'request_time="$request_time" upstream_response_time="$upstream_response_time"';
-
 
     access_log /dev/stdout main;
 
@@ -32,7 +30,7 @@ http {
 
     gzip on;
     gzip_comp_level 6;
-    gzip_types text/plain text/css application/json application/x-javascript application/javascript text/javascript image/svg+xml image/x-icon image/bmp;
+    gzip_types text/plain text/css application/json application/x-javascript application/javascript text/javascript image/svg+xml image/x-icon image/bmp image/png image/gif image/jpeg image/jpg;
     gzip_proxied no-cache no-store private expired auth;
     gzip_vary on;
 
@@ -73,8 +71,6 @@ http {
         vod_manifest_segment_durations_mode accurate;
         vod_ignore_edit_list on;
         vod_segment_duration 10000;
-
-        # MPEG-TS settings (not used when fMP4 is enabled, kept for reference)
         vod_hls_mpegts_align_frames off;
         vod_hls_mpegts_interleave_frames on;
 
@@ -85,9 +81,6 @@ http {
         open_file_cache_errors on;
         aio on;
 
-        # file upload size
-        client_max_body_size 20M;
-
         # https://github.com/kaltura/nginx-vod-module#vod_open_file_thread_pool
         vod_open_file_thread_pool default;
 
@@ -100,17 +93,12 @@ http {
         gzip_types application/vnd.apple.mpegurl;
 
         include auth_location.conf;
-        include base_path.conf;
 
         location /vod/ {
             include auth_request.conf;
             aio threads;
             vod hls;
 
-            # Use fMP4 (fragmented MP4) instead of MPEG-TS for better performance
-            # Smaller segments, faster generation, better browser compatibility
-            vod_hls_container_format fmp4;
-
             secure_token $args;
             secure_token_types application/vnd.apple.mpegurl;
 
@@ -118,14 +106,6 @@ http {
             expires off;
 
             keepalive_disable safari;
-
-            # vod module returns 502 for non-existent media
-            # https://github.com/kaltura/nginx-vod-module/issues/468
-            error_page 502 =404 /vod-not-found;
-        }
-
-        location = /vod-not-found {
-            return 404;
         }
 
         location /stream/ {
@@ -280,18 +260,6 @@ http {
                 include proxy.conf;
             }
 
-            # Allow unauthenticated access to the first_time_login endpoint
-            # so the login page can load help text before authentication.
-            location /api/auth/first_time_login {
-                auth_request off;
-                limit_except GET {
-                    deny all;
-                }
-                rewrite ^/api(/.*)$ $1 break;
-                proxy_pass http://frigate_api;
-                include proxy.conf;
-            }
-
             location /api/stats {
                 include auth_request.conf;
                 access_log off;
@@ -320,35 +288,11 @@ http {
                 add_header Cache-Control "public";
             }
 
-            location /fonts/ {
-                access_log off;
-                expires 1y;
-                add_header Cache-Control "public";
-            }
-
-            location /locales/ {
-                access_log off;
-                add_header Cache-Control "public";
-            }
-
-            location ~ ^/.*-([A-Za-z0-9]+)\.webmanifest$ {
-                access_log off;
-                expires 1y;
-                add_header Cache-Control "public";
-                default_type application/json;
-                proxy_set_header Accept-Encoding "";
-                sub_filter_once off;
-                sub_filter_types application/json;
-                sub_filter '"start_url": "/BASE_PATH/"' '"start_url" : "$http_x_ingress_path/"';
-                sub_filter '"src": "/BASE_PATH/' '"src": "$http_x_ingress_path/';
-            }
-
             sub_filter 'href="/BASE_PATH/' 'href="$http_x_ingress_path/';
             sub_filter 'url(/BASE_PATH/' 'url($http_x_ingress_path/';
             sub_filter '"/BASE_PATH/dist/' '"$http_x_ingress_path/dist/';
             sub_filter '"/BASE_PATH/js/' '"$http_x_ingress_path/js/';
             sub_filter '"/BASE_PATH/assets/' '"$http_x_ingress_path/assets/';
-            sub_filter '"/BASE_PATH/locales/' '"$http_x_ingress_path/locales/';
             sub_filter '"/BASE_PATH/monacoeditorwork/' '"$http_x_ingress_path/assets/';
             sub_filter 'return"/BASE_PATH/"' 'return window.baseUrl';
             sub_filter '<body>' '<body><script>window.baseUrl="$http_x_ingress_path/";</script>';

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

@@ -1,11 +0,0 @@
-"""Prints the base path as json to stdout."""
-
-import json
-import os
-from typing import Any
-
-base_path = os.environ.get("FRIGATE_BASE_PATH", "")
-
-result: dict[str, Any] = {"base_path": base_path}
-
-print(json.dumps(result))

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

@@ -1,35 +0,0 @@
-"""Prints the tls config as json to stdout."""
-
-import json
-import sys
-from typing import Any
-
-from ruamel.yaml import YAML
-
-sys.path.insert(0, "/opt/frigate")
-from frigate.util.config import find_config_file
-
-sys.path.remove("/opt/frigate")
-
-yaml = YAML()
-
-config_file = find_config_file()
-
-try:
-    with open(config_file) as f:
-        raw_config = f.read()
-
-    if config_file.endswith((".yaml", ".yml")):
-        config: dict[str, Any] = yaml.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})
-networking_config = config.get("networking", {})
-ipv6_config = networking_config.get("ipv6", {"enabled": False})
-
-output = {"tls": tls_config, "ipv6": ipv6_config}
-
-print(json.dumps(output))

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

@@ -0,0 +1,30 @@
+"""Prints the tls config as json to stdout."""
+
+import json
+import os
+
+from ruamel.yaml import YAML
+
+yaml = 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.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/base_path.gotmpl

@@ -1,19 +0,0 @@
-{{ if .base_path }}
-location = {{ .base_path }} {
-    return 302 {{ .base_path }}/;
-}
-
-location ^~ {{ .base_path }}/ {
-    # remove base_url from the path before passing upstream
-    rewrite ^{{ .base_path }}/(.*) /$1 break;
-
-    proxy_pass $scheme://127.0.0.1:8971;
-    proxy_http_version 1.1;
-    proxy_set_header Upgrade $http_upgrade;
-    proxy_set_header Connection "upgrade";
-    proxy_set_header Host $host;
-    proxy_set_header X-Ingress-Path {{ .base_path }};
-
-    access_log off;
-}
-{{ end }}

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

@@ -1,45 +1,33 @@
-
+# intended for internal traffic, not protected by auth
-# Internal (IPv4 always; IPv6 optional)
 listen 5000;
-{{ if .ipv6 }}{{ if .ipv6.enabled }}listen [::]:5000;{{ end }}{{ end }}
-
 
+{{ if not .enabled }}
 # intended for external traffic, protected by auth
-{{ if .tls }}
+listen 8971;
-    {{ if .tls.enabled }}
-        # external HTTPS (IPv4 always; IPv6 optional)
-        listen 8971 ssl;
-        {{ if .ipv6 }}{{ if .ipv6.enabled }}listen [::]:8971 ssl;{{ end }}{{ end }}
-
-        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;
-        }
-    {{ else }}
-        # external HTTP (IPv4 always; IPv6 optional)
-        listen 8971;
-        {{ if .ipv6 }}{{ if .ipv6.enabled }}listen [::]:8971;{{ end }}{{ end }}
-    {{ end }}
 {{ else }}
-    # (No tls section) default to HTTP (IPv4 always; IPv6 optional)
+# intended for external traffic, protected by auth
-    listen 8971;
+listen 8971 ssl;
-    {{ if .ipv6 }}{{ if .ipv6.enabled }}listen [::]:8971;{{ end }}{{ end }}
+
+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/memryx/user_installation.sh

@@ -1,44 +0,0 @@
-#!/bin/bash
-set -e  # Exit immediately if any command fails
-set -o pipefail
-
-echo "Starting MemryX driver and runtime installation..."
-
-# Detect architecture
-arch=$(uname -m)
-
-# Purge existing packages and repo
-echo "Removing old MemryX installations..."
-# Remove any holds on MemryX packages (if they exist)
-sudo apt-mark unhold memx-* mxa-manager || true
-sudo apt purge -y memx-* mxa-manager || true
-sudo rm -f /etc/apt/sources.list.d/memryx.list /etc/apt/trusted.gpg.d/memryx.asc
-
-# Install kernel headers
-echo "Installing kernel headers for: $(uname -r)"
-sudo apt update
-sudo apt install -y dkms linux-headers-$(uname -r)
-
-# Add MemryX key and repo
-echo "Adding MemryX GPG key and repository..."
-wget -qO- https://developer.memryx.com/deb/memryx.asc | sudo tee /etc/apt/trusted.gpg.d/memryx.asc >/dev/null
-echo 'deb https://developer.memryx.com/deb stable main' | sudo tee /etc/apt/sources.list.d/memryx.list >/dev/null
-
-# Update and install specific SDK 2.1 packages
-echo "Installing MemryX SDK 2.1 packages..."
-sudo apt update
-sudo apt install -y memx-drivers=2.1.* memx-accl=2.1.* mxa-manager=2.1.*
-
-# Hold packages to prevent automatic upgrades
-sudo apt-mark hold memx-drivers memx-accl mxa-manager
-
-# ARM-specific board setup
-if [[ "$arch" == "aarch64" || "$arch" == "arm64" ]]; then
-    echo "Running ARM board setup..."
-    sudo mx_arm_setup
-fi
-
-echo -e "\n\n\033[1;31mYOU MUST RESTART YOUR COMPUTER NOW\033[0m\n\n"
-
-echo "MemryX SDK 2.1 installation complete!"
-

docker/rockchip/COCO/coco_subset_20.txt

@@ -1,20 +0,0 @@
-./subset/000000005001.jpg
-./subset/000000038829.jpg
-./subset/000000052891.jpg
-./subset/000000075612.jpg
-./subset/000000098261.jpg
-./subset/000000181542.jpg
-./subset/000000215245.jpg
-./subset/000000277005.jpg
-./subset/000000288685.jpg
-./subset/000000301421.jpg
-./subset/000000334371.jpg
-./subset/000000348481.jpg
-./subset/000000373353.jpg
-./subset/000000397681.jpg
-./subset/000000414673.jpg
-./subset/000000419312.jpg
-./subset/000000465822.jpg
-./subset/000000475732.jpg
-./subset/000000559707.jpg
-./subset/000000574315.jpg

docker/rockchip/Dockerfile

@@ -3,36 +3,25 @@
 # https://askubuntu.com/questions/972516/debian-frontend-environment-variable
 ARG DEBIAN_FRONTEND=noninteractive
 
-# Globally set pip break-system-packages option to avoid having to specify it every time
-ARG PIP_BREAK_SYSTEM_PACKAGES=1
-
 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 sed -i "/onnxruntime/d" /requirements-wheels.txt
+RUN pip3 wheel --wheel-dir=/rk-wheels -c /requirements-wheels.txt -r /requirements-wheels-rk.txt
-RUN sed -i '/\[.*\]/d' /requirements-wheels.txt \
-    && pip3 wheel --wheel-dir=/rk-wheels -c /requirements-wheels.txt -r /requirements-wheels-rk.txt
-RUN rm -rf /rk-wheels/opencv_python-*
-RUN rm -rf /rk-wheels/torch-*
 
 FROM deps AS rk-frigate
 ARG TARGETARCH
-ARG PIP_BREAK_SYSTEM_PACKAGES
 
 RUN --mount=type=bind,from=rk-wheels,source=/rk-wheels,target=/deps/rk-wheels \
-    pip3 install --no-deps -U /deps/rk-wheels/*.whl
+    pip3 install -U /deps/rk-wheels/*.whl
 
 WORKDIR /opt/frigate/
 COPY --from=rootfs / /
-COPY docker/rockchip/COCO /COCO
-COPY docker/rockchip/conv2rknn.py /opt/conv2rknn.py
 
-ADD https://github.com/MarcA711/rknn-toolkit2/releases/download/v2.3.2/librknnrt.so /usr/lib/
+ADD https://github.com/MarcA711/rknn-toolkit2/releases/download/v2.0.0/librknnrt.so /usr/lib/
 
-ADD --chmod=111 https://github.com/MarcA711/Rockchip-FFmpeg-Builds/releases/download/6.1-11/ffmpeg /usr/lib/ffmpeg/6.0/bin/
+RUN rm -rf /usr/lib/btbn-ffmpeg/bin/ffmpeg
-ADD --chmod=111 https://github.com/MarcA711/Rockchip-FFmpeg-Builds/releases/download/6.1-11/ffprobe /usr/lib/ffmpeg/6.0/bin/
+RUN rm -rf /usr/lib/btbn-ffmpeg/bin/ffprobe
-ADD --chmod=111 https://github.com/MarcA711/Rockchip-FFmpeg-Builds/releases/download/7.1-1/ffmpeg /usr/lib/ffmpeg/7.0/bin/
+ADD --chmod=111 https://github.com/MarcA711/Rockchip-FFmpeg-Builds/releases/download/6.1-7/ffmpeg /usr/lib/ffmpeg/6.0/bin/
-ADD --chmod=111 https://github.com/MarcA711/Rockchip-FFmpeg-Builds/releases/download/7.1-1/ffprobe /usr/lib/ffmpeg/7.0/bin/
+ADD --chmod=111 https://github.com/MarcA711/Rockchip-FFmpeg-Builds/releases/download/6.1-7/ffprobe /usr/lib/ffmpeg/6.0/bin/
-ENV DEFAULT_FFMPEG_VERSION="6.0"
+ENV PATH="/usr/lib/ffmpeg/6.0/bin/:${PATH}"
-ENV INCLUDED_FFMPEG_VERSIONS="${DEFAULT_FFMPEG_VERSION}:${INCLUDED_FFMPEG_VERSIONS}"

docker/rockchip/conv2rknn.py

@@ -1,82 +0,0 @@
-import os
-
-import rknn
-import yaml
-from rknn.api import RKNN
-
-try:
-    with open(rknn.__path__[0] + "/VERSION") as file:
-        tk_version = file.read().strip()
-except FileNotFoundError:
-    pass
-
-try:
-    with open("/config/conv2rknn.yaml", "r") as config_file:
-        configuration = yaml.safe_load(config_file)
-except FileNotFoundError:
-    raise Exception("Please place a config file at /config/conv2rknn.yaml")
-
-if configuration["config"] != None:
-    rknn_config = configuration["config"]
-else:
-    rknn_config = {}
-
-if not os.path.isdir("/config/model_cache/rknn_cache/onnx"):
-    raise Exception(
-        "Place the onnx models you want to convert to rknn format in /config/model_cache/rknn_cache/onnx"
-    )
-
-if "soc" not in configuration:
-    try:
-        with open("/proc/device-tree/compatible") as file:
-            soc = file.read().split(",")[-1].strip("\x00")
-    except FileNotFoundError:
-        raise Exception("Make sure to run docker in privileged mode.")
-
-    configuration["soc"] = [
-        soc,
-    ]
-
-if "quantization" not in configuration:
-    configuration["quantization"] = False
-
-if "output_name" not in configuration:
-    configuration["output_name"] = "{{input_basename}}"
-
-for input_filename in os.listdir("/config/model_cache/rknn_cache/onnx"):
-    for soc in configuration["soc"]:
-        quant = "i8" if configuration["quantization"] else "fp16"
-
-        input_path = "/config/model_cache/rknn_cache/onnx/" + input_filename
-        input_basename = input_filename[: input_filename.rfind(".")]
-
-        output_filename = (
-            configuration["output_name"].format(
-                quant=quant,
-                input_basename=input_basename,
-                soc=soc,
-                tk_version=tk_version,
-            )
-            + ".rknn"
-        )
-        output_path = "/config/model_cache/rknn_cache/" + output_filename
-
-        rknn_config["target_platform"] = soc
-
-        rknn = RKNN(verbose=True)
-        rknn.config(**rknn_config)
-
-        if rknn.load_onnx(model=input_path) != 0:
-            raise Exception("Error loading model.")
-
-        if (
-            rknn.build(
-                do_quantization=configuration["quantization"],
-                dataset="/COCO/coco_subset_20.txt",
-            )
-            != 0
-        ):
-            raise Exception("Error building model.")
-
-        if rknn.export_rknn(output_path) != 0:
-            raise Exception("Error exporting rknn model.")

docker/rockchip/requirements-wheels-rk.txt

@@ -1,2 +1 @@
-rknn-toolkit2 == 2.3.2
+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
-rknn-toolkit-lite2 == 2.3.2

docker/rocm/Dockerfile

@@ -2,75 +2,96 @@
 
 # https://askubuntu.com/questions/972516/debian-frontend-environment-variable
 ARG DEBIAN_FRONTEND=noninteractive
-ARG ROCM=1
+ARG ROCM=5.7.3
+ARG AMDGPU=gfx900
 ARG HSA_OVERRIDE_GFX_VERSION
 ARG HSA_OVERRIDE
 
 #######################################################################
-FROM wget AS rocm
+FROM ubuntu:focal as rocm
 
 ARG ROCM
 
-RUN apt update -qq && \
+RUN apt-get update && apt-get -y upgrade
-    apt install -y wget gpg && \
+RUN apt-get -y install gnupg wget
-    wget -O rocm.deb https://repo.radeon.com/amdgpu-install/7.1.1/ubuntu/jammy/amdgpu-install_7.1.1.70101-1_all.deb && \
+
-    apt install -y ./rocm.deb && \
+RUN mkdir --parents --mode=0755 /etc/apt/keyrings
-    apt update && \
+
-    apt install -qq -y rocm
+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 hipfft roctracer
+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 && \
+RUN cd /opt/rocm-$ROCM/lib && cp -dpr libMIOpen*.so* libamd*.so* libhip*.so* libhsa*.so* libmigraphx*.so* librocm*.so* librocblas*.so* libroctracer*.so* librocfft*.so* /opt/rocm-dist/opt/rocm-$ROCM/lib/
-    cp -dpr libMIOpen*.so* libamd*.so* libhip*.so* libhsa*.so* libmigraphx*.so* librocm*.so* librocblas*.so* libroctracer*.so* librocsolver*.so* librocfft*.so* librocprofiler*.so* libroctx*.so*  librocroller.so* /opt/rocm-dist/opt/rocm-$ROCM/lib/ && \
-    mkdir -p /opt/rocm-dist/opt/rocm-$ROCM/lib/migraphx/lib && \
-    cp -dpr migraphx/lib/* /opt/rocm-dist/opt/rocm-$ROCM/lib/migraphx/lib
 RUN cd /opt/rocm-dist/opt/ && ln -s rocm-$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
 
-COPY docker/rocm/debian-backports.sources /etc/apt/sources.list.d/debian-backports.sources
+# need this to install libnuma1
-RUN apt-get update && \
+RUN apt-get update
-    apt-get install -y libnuma1 && \
+# no ugprade?!?!
-    apt-get install -qq -y -t bookworm-backports mesa-va-drivers mesa-vulkan-drivers && \
+RUN apt-get -y install libnuma1
-    # Install C++ standard library headers for HIPRTC kernel compilation fallback
-    apt-get install -qq -y libstdc++-12-dev && \
-    rm -rf /var/lib/apt/lists/*
 
-WORKDIR /opt/frigate
+WORKDIR /opt/frigate/
 COPY --from=rootfs / /
 
-RUN wget -q https://bootstrap.pypa.io/get-pip.py -O get-pip.py \
-    && sed -i 's/args.append("setuptools")/args.append("setuptools==77.0.3")/' get-pip.py \
-    && python3 get-pip.py "pip" --break-system-packages
-RUN python3 -m pip config set global.break-system-packages true
-
 COPY docker/rocm/requirements-wheels-rocm.txt /requirements.txt
-RUN pip3 uninstall -y onnxruntime \
+RUN python3 -m pip install --upgrade pip \
+    && pip3 uninstall -y onnxruntime-openvino \
     && pip3 install -r /requirements.txt
 
 #######################################################################
 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-$ROCM/bin/
-# Copy MIOpen database files for gfx10xx and gfx11xx only (RDNA2/RDNA3)
+COPY --from=rocm /opt/rocm-$ROCM/share/miopen/db/*$AMDGPU* /opt/rocm-$ROCM/share/miopen/db/
-COPY --from=rocm /opt/rocm-$ROCM/share/miopen/db/*gfx10* /opt/rocm-$ROCM/share/miopen/db/
+COPY --from=rocm /opt/rocm-$ROCM/share/miopen/db/*gfx908* /opt/rocm-$ROCM/share/miopen/db/
-COPY --from=rocm /opt/rocm-$ROCM/share/miopen/db/*gfx11* /opt/rocm-$ROCM/share/miopen/db/
+COPY --from=rocm /opt/rocm-$ROCM/lib/rocblas/library/*$AMDGPU* /opt/rocm-$ROCM/lib/rocblas/library/
-# Copy rocBLAS library files for gfx10xx and gfx11xx only
-COPY --from=rocm /opt/rocm-$ROCM/lib/rocblas/library/*gfx10* /opt/rocm-$ROCM/lib/rocblas/library/
-COPY --from=rocm /opt/rocm-$ROCM/lib/rocblas/library/*gfx11* /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 MIGRAPHX_DISABLE_MIOPEN_FUSION=1
+
-ENV MIGRAPHX_DISABLE_SCHEDULE_PASS=1
+ENV HSA_ENABLE_SDMA=0
-ENV MIGRAPHX_DISABLE_REDUCE_FUSION=1
-ENV MIGRAPHX_ENABLE_HIPRTC_WORKAROUNDS=1
 
 COPY --from=rocm-dist / /
 

docker/rocm/debian-backports.sources

@@ -1,6 +0,0 @@
-Types: deb
-URIs: http://deb.debian.org/debian
-Suites: bookworm-backports
-Components: main
-Enabled: yes
-Signed-By: /usr/share/keyrings/debian-archive-keyring.gpg

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/requirements-wheels-rocm.txt

@@ -1 +1 @@
-onnxruntime-migraphx @ https://github.com/NickM-27/frigate-onnxruntime-rocm/releases/download/v7.1.0/onnxruntime_migraphx-1.23.1-cp311-cp311-linux_x86_64.whl
+onnxruntime-rocm @ https://github.com/NickM-27/frigate-onnxruntime-rocm/releases/download/v1.0.0/onnxruntime_rocm-1.17.3-cp39-cp39-linux_x86_64.whl

docker/rocm/rocm-pin-600

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

docker/rocm/rocm.hcl

@@ -1,5 +1,8 @@
+variable "AMDGPU" {
+  default = "gfx900"
+}
 variable "ROCM" {
-  default = "7.1.1"
+  default = "5.7.3"
 }
 variable "HSA_OVERRIDE_GFX_VERSION" {
   default = ""
@@ -7,13 +10,6 @@ variable "HSA_OVERRIDE_GFX_VERSION" {
 variable "HSA_OVERRIDE" {
   default = "1"
 }
-
-target wget {
-  dockerfile = "docker/main/Dockerfile"
-  platforms = ["linux/amd64"]
-  target = "wget"
-}
-
 target deps {
   dockerfile = "docker/main/Dockerfile"
   platforms = ["linux/amd64"]
@@ -30,11 +26,11 @@ target rocm {
   dockerfile = "docker/rocm/Dockerfile"
   contexts = {
     deps = "target:deps",
-    wget = "target:wget",
     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

@@ -1,15 +1,53 @@
 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 --file=docker/rocm/rocm.hcl rocm \
+			--set rocm.tags=frigate:latest-rocm-$(word 1,$(subst :, ,$(chipset))) \
+			--load \
+	&&) true
+	
+	unset HSA_OVERRIDE_GFX_VERSION && \
+	HSA_OVERRIDE=0 \
+	AMDGPU=gfx \
 	docker buildx bake --file=docker/rocm/rocm.hcl rocm \
 		--set rocm.tags=frigate:latest-rocm \
 		--load
 
 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 rocm \
+			--set rocm.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-rocm-$(chipset) \
+	&&) true
+
+	unset HSA_OVERRIDE_GFX_VERSION && \
+	HSA_OVERRIDE=0 \
+	AMDGPU=gfx \
 	docker buildx bake --file=docker/rocm/rocm.hcl rocm \
 		--set rocm.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-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 --file=docker/rocm/rocm.hcl rocm \
+			--set rocm.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-rocm-$(chipset) \
+			--push \
+	&&) true
+
+	unset HSA_OVERRIDE_GFX_VERSION && \
+	HSA_OVERRIDE=0 \
+	AMDGPU=gfx \
 	docker buildx bake --file=docker/rocm/rocm.hcl rocm \
 		--set rocm.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-rocm \
 		--push

docker/rpi/Dockerfile

@@ -6,12 +6,11 @@ ARG DEBIAN_FRONTEND=noninteractive
 FROM deps AS rpi-deps
 ARG TARGETARCH
 
+RUN rm -rf /usr/lib/btbn-ffmpeg/
+
 # Install dependencies
 RUN --mount=type=bind,source=docker/rpi/install_deps.sh,target=/deps/install_deps.sh \
     /deps/install_deps.sh
 
-ENV DEFAULT_FFMPEG_VERSION="rpi"
-ENV INCLUDED_FFMPEG_VERSIONS="${DEFAULT_FFMPEG_VERSION}:${INCLUDED_FFMPEG_VERSIONS}"
-
 WORKDIR /opt/frigate/
 COPY --from=rootfs / /

docker/rpi/install_deps.sh

@@ -18,17 +18,13 @@ apt-get -qq install --no-install-recommends -y \
 mkdir -p -m 600 /root/.gnupg
 
 # enable non-free repo
-echo "deb http://deb.debian.org/debian bookworm main contrib non-free non-free-firmware" | tee -a /etc/apt/sources.list
+sed -i -e's/ main/ main contrib non-free/g' /etc/apt/sources.list
-apt update
 
 # ffmpeg -> arm64
 if [[ "${TARGETARCH}" == "arm64" ]]; then
     # add raspberry pi repo
     gpg --no-default-keyring --keyring /usr/share/keyrings/raspbian.gpg --keyserver keyserver.ubuntu.com --recv-keys 82B129927FA3303E
-    echo "deb [signed-by=/usr/share/keyrings/raspbian.gpg] https://archive.raspberrypi.org/debian/ bookworm main" | tee /etc/apt/sources.list.d/raspi.list
+    echo "deb [signed-by=/usr/share/keyrings/raspbian.gpg] https://archive.raspberrypi.org/debian/ bullseye main" | tee /etc/apt/sources.list.d/raspi.list
     apt-get -qq update
     apt-get -qq install --no-install-recommends --no-install-suggests -y ffmpeg
-    mkdir -p /usr/lib/ffmpeg/rpi/bin
-    ln -svf /usr/bin/ffmpeg /usr/lib/ffmpeg/rpi/bin/ffmpeg
-    ln -svf /usr/bin/ffprobe /usr/lib/ffmpeg/rpi/bin/ffprobe
 fi

docker/synaptics/Dockerfile

@@ -1,28 +0,0 @@
-# syntax=docker/dockerfile:1.6
-
-# https://askubuntu.com/questions/972516/debian-frontend-environment-variable
-ARG DEBIAN_FRONTEND=noninteractive
-
-# Globally set pip break-system-packages option to avoid having to specify it every time
-ARG PIP_BREAK_SYSTEM_PACKAGES=1
-
-FROM wheels AS synap1680-wheels
-ARG TARGETARCH
-
-# Install dependencies
-RUN wget -qO- "https://github.com/GaryHuang-ASUS/synaptics_astra_sdk/releases/download/v1.5.0/Synaptics-SL1680-v1.5.0-rt.tar" | tar -C / -xzf -
-RUN wget -P /wheels/ "https://github.com/synaptics-synap/synap-python/releases/download/v0.0.4-preview/synap_python-0.0.4-cp311-cp311-manylinux_2_35_aarch64.whl"
-
-FROM deps AS synap1680-deps
-ARG TARGETARCH
-ARG PIP_BREAK_SYSTEM_PACKAGES
-
-RUN --mount=type=bind,from=synap1680-wheels,source=/wheels,target=/deps/synap-wheels \
-pip3 install --no-deps -U /deps/synap-wheels/*.whl
-
-WORKDIR /opt/frigate/
-COPY --from=rootfs / /
-
-COPY --from=synap1680-wheels /rootfs/usr/local/lib/*.so /usr/lib
-
-ADD https://raw.githubusercontent.com/synaptics-astra/synap-release/v1.5.0/models/dolphin/object_detection/coco/model/mobilenet224_full80/model.synap /synaptics/mobilenet.synap

docker/synaptics/synaptics.hcl

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

docker/synaptics/synaptics.mk

@@ -1,15 +0,0 @@
-BOARDS += synaptics
-
-local-synaptics: version
-	docker buildx bake --file=docker/synaptics/synaptics.hcl synaptics \
-		--set synaptics.tags=frigate:latest-synaptics \
-		--load
-
-build-synaptics: version
-	docker buildx bake --file=docker/synaptics/synaptics.hcl synaptics \
-		--set synaptics.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-synaptics
-
-push-synaptics: build-synaptics
-	docker buildx bake --file=docker/synaptics/synaptics.hcl synaptics \
-		--set synaptics.tags=$(IMAGE_REPO):${GITHUB_REF_NAME}-$(COMMIT_HASH)-synaptics \
-		--push

docker/tensorrt/Dockerfile.amd64

@@ -3,35 +3,32 @@
 # https://askubuntu.com/questions/972516/debian-frontend-environment-variable
 ARG DEBIAN_FRONTEND=noninteractive
 
-# Globally set pip break-system-packages option to avoid having to specify it every time
+# Make this a separate target so it can be built/cached optionally
-ARG PIP_BREAK_SYSTEM_PACKAGES=1
+FROM wheels as trt-wheels
+ARG DEBIAN_FRONTEND
+ARG TARGETARCH
 
-FROM wheels AS trt-wheels
+# Add TensorRT wheels to another folder
-ARG PIP_BREAK_SYSTEM_PACKAGES
-
-# Install TensorRT wheels
 COPY docker/tensorrt/requirements-amd64.txt /requirements-tensorrt.txt
-COPY docker/main/requirements-wheels.txt /requirements-wheels.txt
+RUN mkdir -p /trt-wheels && pip3 wheel --wheel-dir=/trt-wheels -r /requirements-tensorrt.txt
-
-# remove dependencies from the requirements that have type constraints
-RUN  sed -i '/\[.*\]/d' /requirements-wheels.txt \
-    && pip3 wheel --wheel-dir=/trt-wheels -c /requirements-wheels.txt -r /requirements-tensorrt.txt
-
-FROM deps AS frigate-tensorrt
-ARG PIP_BREAK_SYSTEM_PACKAGES
 
+FROM tensorrt-base AS frigate-tensorrt
+ENV TRT_VER=8.5.3
 RUN --mount=type=bind,from=trt-wheels,source=/trt-wheels,target=/deps/trt-wheels \
-    pip3 uninstall -y onnxruntime \
+    pip3 install -U /deps/trt-wheels/*.whl && \
-    && pip3 install -U /deps/trt-wheels/*.whl
+    ldconfig
-
-COPY --from=rootfs / /
-COPY docker/tensorrt/detector/rootfs/etc/ld.so.conf.d /etc/ld.so.conf.d
-RUN ldconfig
 
+ENV LD_LIBRARY_PATH=/usr/local/lib/python3.9/dist-packages/tensorrt:/usr/local/cuda/lib64:/usr/local/lib/python3.9/dist-packages/nvidia/cufft/lib
 WORKDIR /opt/frigate/
+COPY --from=rootfs / /
 
 # Dev Container w/ TRT
 FROM devcontainer AS devcontainer-trt
 
+COPY --from=trt-deps /usr/local/lib/libyolo_layer.so /usr/local/lib/libyolo_layer.so
+COPY --from=trt-deps /usr/local/src/tensorrt_demos /usr/local/src/tensorrt_demos
+COPY --from=trt-deps /usr/local/cuda-12.1 /usr/local/cuda
+COPY docker/tensorrt/detector/rootfs/ /
+COPY --from=trt-deps /usr/local/lib/libyolo_layer.so /usr/local/lib/libyolo_layer.so
 RUN --mount=type=bind,from=trt-wheels,source=/trt-wheels,target=/deps/trt-wheels \
     pip3 install -U /deps/trt-wheels/*.whl