1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
|
{
lib,
buildPythonPackage,
cython,
fetchFromGitHub,
fetchurl,
matplotlib,
pillow,
pytest-mock,
pytestCheckHook,
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 = "03.3";
pyproject = true;
src = fetchFromGitHub {
owner = "idealo";
repo = "imagededup";
tag = "v${version}";
hash = "sha256-tm6WGf74xu3CcwpyeA7+rvO5wemO0daXpj/jvYrH19E=";
};
nativeBuildInputs = [
cython
setuptools
];
propagatedBuildInputs = [
matplotlib
pillow
pywavelets
scikit-learn
torch
torchvision
tqdm
];
nativeCheckInputs = [
pytest-mock
pytestCheckHook
];
preCheck = ''
export HOME=$(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 = {
homepage = "https://idealo.github.io/imagededup/";
changelog = "https://github.com/idealo/imagededup/releases/tag/${src.tag}";
description = "Finding duplicate images made easy";
license = lib.licenses.asl20;
maintainers = with lib.maintainers; [ stunkymonkey ];
};
}
|
