78 lines
2 KiB
Nix
78 lines
2 KiB
Nix
{ lib
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, buildPythonPackage
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, fetchFromGitHub
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, fetchurl
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, cython
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, torch
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, torchvision
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, pillow
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, tqdm
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, scikit-learn
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, pywavelets
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, matplotlib
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, pytestCheckHook
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, pytest-mock
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}:
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let
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MobileNetV3 = fetchurl {
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url = "https://download.pytorch.org/models/mobilenet_v3_small-047dcff4.pth";
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hash = "sha256-BH3P9K3e+G6lvC7/E8lhTcEfR6sRYNCnGiXn25lPTh8=";
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};
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ViT = fetchurl {
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url = "https://download.pytorch.org/models/vit_b_16_swag-9ac1b537.pth";
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hash = "sha256-msG1N42ZJ71sg3TODNVX74Dhs/j7wYWd8zLE3J0P2CU=";
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};
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EfficientNet = fetchurl {
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url = "https://download.pytorch.org/models/efficientnet_b4_rwightman-7eb33cd5.pth";
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hash = "sha256-I6uLzVvb72GnpDuRrcrYH2Iv1/NvtJNaVpgo13iIxE4=";
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};
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in
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buildPythonPackage rec {
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pname = "imagededup";
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version = "0.3.2";
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format = "setuptools";
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src = fetchFromGitHub {
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owner = "idealo";
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repo = pname;
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rev = "v${version}";
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hash = "sha256-B2IuNMTZnzBi6IxrHBoMDsmIcqGQpznd/2f1XKo1Oa4=";
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};
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nativeBuildInputs = [
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cython
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];
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propagatedBuildInputs = [
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torch
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torchvision
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pillow
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tqdm
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scikit-learn
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pywavelets
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matplotlib
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];
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nativeCheckInputs = [ pytestCheckHook pytest-mock ];
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preCheck = ''
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# checks fail with: error: [Errno 13] Permission denied: '/homeless-shelter'
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export HOME=$(mktemp -d)
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# checks with CNN are preloaded to avoid downloads in check-phase
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mkdir -p $HOME/.cache/torch/hub/checkpoints/
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ln -s ${MobileNetV3} $HOME/.cache/torch/hub/checkpoints/${MobileNetV3.name}
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ln -s ${ViT} $HOME/.cache/torch/hub/checkpoints/${ViT.name}
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ln -s ${EfficientNet} $HOME/.cache/torch/hub/checkpoints/${EfficientNet.name}
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'';
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pythonImportsCheck = [ "imagededup" ];
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meta = with lib; {
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homepage = "https://idealo.github.io/imagededup/";
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changelog = "https://github.com/idealo/imagededup/releases/tag/${src.rev}";
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description = "Finding duplicate images made easy";
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license = licenses.asl20;
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maintainers = with maintainers; [ stunkymonkey ];
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};
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}
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