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frigate: provide the tflite audio model

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Martin Weinelt 2024-11-21 15:18:11 +01:00
parent d31bf00e2b
commit 4abc3dfc28
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1 changed files with 15 additions and 1 deletions
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pkgs/by-name/fr/frigate/package.nix
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@ -29,6 +29,12 @@ let
}; };
}; };
# Tensorflow audio model
tflite_audio_model = fetchurl {
url = "https://www.kaggle.com/api/v1/models/google/yamnet/tfLite/classification-tflite/1/download";
hash = "sha256-G5cbITJ2AnOl+49dxQToZ4OyeFO7MTXVVa4G8eHjZfM=";
};
# Tensorflow Lite models # Tensorflow Lite models
# https://github.com/blakeblackshear/frigate/blob/v0.13.0/docker/main/Dockerfile#L96-L97 # https://github.com/blakeblackshear/frigate/blob/v0.13.0/docker/main/Dockerfile#L96-L97
tflite_cpu_model = fetchurl { tflite_cpu_model = fetchurl {
@ -76,10 +82,15 @@ python.pkgs.buildPythonApplication rec {
substituteInPlace frigate/ptz/onvif.py \ substituteInPlace frigate/ptz/onvif.py \
--replace-fail dist-packages site-packages --replace-fail dist-packages site-packages
# provide default paths for models and maps that are shipped with frigate
substituteInPlace frigate/config.py \ substituteInPlace frigate/config.py \
--replace-fail "/cpu_model.tflite" "${tflite_cpu_model}" \ --replace-fail "/cpu_model.tflite" "${tflite_cpu_model}" \
--replace-fail "/edgetpu_model.tflite" "${tflite_edgetpu_model}" --replace-fail "/edgetpu_model.tflite" "${tflite_edgetpu_model}"
substituteInPlace frigate/events/audio.py \
--replace-fail "/cpu_audio_model.tflite" "${placeholder "out"}/share/frigate/cpu_audio_model.tflite" \
--replace-fail "/audio-labelmap.txt" "${placeholder "out"}/share/frigate/audio-labelmap.txt"
substituteInPlace frigate/test/test_config.py \ substituteInPlace frigate/test/test_config.py \
--replace-fail "(MODEL_CACHE_DIR" "('/build/model_cache'" \ --replace-fail "(MODEL_CACHE_DIR" "('/build/model_cache'" \
--replace-fail "/config/model_cache" "/build/model_cache" --replace-fail "/config/model_cache" "/build/model_cache"
@ -131,7 +142,10 @@ python.pkgs.buildPythonApplication rec {
cp -R frigate/* $out/${python.sitePackages}/frigate/ cp -R frigate/* $out/${python.sitePackages}/frigate/
mkdir -p $out/share/frigate mkdir -p $out/share/frigate
cp -R {migrations,labelmap.txt} $out/share/frigate/ cp -R {migrations,labelmap.txt,audio-labelmap.txt} $out/share/frigate/
tar --extract --gzip --file ${tflite_audio_model}
cp --no-preserve=mode ./1.tflite $out/share/frigate/cpu_audio_model.tflite
cp --no-preserve=mode ${openvino_model} $out/share/frigate/coco_91cl_bkgr.txt cp --no-preserve=mode ${openvino_model} $out/share/frigate/coco_91cl_bkgr.txt
sed -i 's/truck/car/g' $out/share/frigate/coco_91cl_bkgr.txt sed -i 's/truck/car/g' $out/share/frigate/coco_91cl_bkgr.txt