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{ lib
, buildPythonPackage
, cython
, fetchFromGitHub
, fetchurl
, matplotlib
, pillow
, pytest-mock
, pytestCheckHook
, pythonOlder
, pywavelets
, scikit-learn
, setuptools
, torch
, torchvision
, tqdm
}:
let
MobileNetV3 = fetchurl {
url = "https://download.pytorch.org/models/mobilenet_v3_small-047dcff4.pth";
hash = "sha256-BH3P9K3e+G6lvC7/E8lhTcEfR6sRYNCnGiXn25lPTh8=";
};
ViT = fetchurl {
url = "https://download.pytorch.org/models/vit_b_16_swag-9ac1b537.pth";
hash = "sha256-msG1N42ZJ71sg3TODNVX74Dhs/j7wYWd8zLE3J0P2CU=";
};
EfficientNet = fetchurl {
url = "https://download.pytorch.org/models/efficientnet_b4_rwightman-23ab8bcd.pth";
hash = "sha256-I6uLzVvb72GnpDuRrcrYH2Iv1/NvtJNaVpgo13iIxE4=";
};
in
buildPythonPackage rec {
pname = "imagededup";
version = "0.3.2";
pyproject = true;
disabled = pythonOlder "3.8";
src = fetchFromGitHub {
owner = "idealo";
repo = "imagededup";
rev = "refs/tags/v${version}";
hash = "sha256-B2IuNMTZnzBi6IxrHBoMDsmIcqGQpznd/2f1XKo1Oa4=";
};
nativeBuildInputs = [
cython
setuptools
];
propagatedBuildInputs = [
matplotlib
pillow
pywavelets
scikit-learn
torch
torchvision
tqdm
];
nativeCheckInputs = [
pytest-mock
pytestCheckHook
];
preCheck = ''
export HOME=$(mktemp -d)
# Checks with CNN are preloaded to avoid downloads in the check phase
mkdir -p $HOME/.cache/torch/hub/checkpoints/
ln -s ${MobileNetV3} $HOME/.cache/torch/hub/checkpoints/${MobileNetV3.name}
ln -s ${ViT} $HOME/.cache/torch/hub/checkpoints/${ViT.name}
ln -s ${EfficientNet} $HOME/.cache/torch/hub/checkpoints/${EfficientNet.name}
'';
pythonImportsCheck = [
"imagededup"
];
meta = with lib; {
homepage = "https://idealo.github.io/imagededup/";
changelog = "https://github.com/idealo/imagededup/releases/tag/${src.rev}";
description = "Finding duplicate images made easy";
license = licenses.asl20;
maintainers = with maintainers; [ stunkymonkey ];
};
}
|
