Initial implementation of D-FINE model via ONNX (#16772)

* initial implementation of D-FINE model

* revert docker-compose

* add docs for D-FINE

* remove weird auto-format issue

.devcontainer/devcontainer.json

@@ -8,9 +8,25 @@
   "overrideCommand": false,
   "remoteUser": "vscode",
   "features": {
-    "ghcr.io/devcontainers/features/common-utils:1": {}
+    "ghcr.io/devcontainers/features/common-utils:2": {}
+    // 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": [8971, 5000, 5001, 5173, 8554, 8555],
+  "forwardPorts": [
+    8971,
+    5000,
+    5001,
+    5173,
+    8554,
+    8555
+  ],
   "portsAttributes": {
     "8971": {
       "label": "External NGINX",
@@ -64,10 +80,18 @@
         "editor.formatOnType": true,
         "python.testing.pytestEnabled": false,
         "python.testing.unittestEnabled": true,
-        "python.testing.unittestArgs": ["-v", "-s", "./frigate/test"],
+        "python.testing.unittestArgs": [
+          "-v",
+          "-s",
+          "./frigate/test"
+        ],
         "files.trimTrailingWhitespace": true,
-        "eslint.workingDirectories": ["./web"],
-        "isort.args": ["--settings-path=./pyproject.toml"],
+        "eslint.workingDirectories": [
+          "./web"
+        ],
+        "isort.args": [
+          "--settings-path=./pyproject.toml"
+        ],
         "[python]": {
           "editor.defaultFormatter": "charliermarsh.ruff",
           "editor.formatOnSave": true,
@@ -86,9 +110,16 @@
           ],
           "editor.tabSize": 2
         },
-        "cSpell.ignoreWords": ["rtmp"],
-        "cSpell.words": ["preact", "astype", "hwaccel", "mqtt"]
+        "cSpell.ignoreWords": [
+          "rtmp"
+        ],
+        "cSpell.words": [
+          "preact",
+          "astype",
+          "hwaccel",
+          "mqtt"
+        ]
       }
     }
   }
-}
+}

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

@@ -0,0 +1,22 @@
+{
+  "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

@@ -0,0 +1,15 @@
+#!/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!"