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Merge pull request #215197 from bcdarwin/pytorch-grad-cam

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python310Packages.grad-cam: init at 1.4.6
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Martin Weinelt 2023-02-15 11:10:56 +00:00 committed by GitHub
commit ecc96be978
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2 changed files with 67 additions and 0 deletions
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65
pkgs/development/python-modules/grad-cam/default.nix Normal file
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@ -0,0 +1,65 @@
{ lib
, buildPythonPackage
, fetchPypi
, pythonOlder
, matplotlib
, numpy
, opencv4
, pillow
, scikitlearn
, torch
, torchvision
, ttach
, tqdm
}:
buildPythonPackage rec {
pname = "grad-cam";
version = "1.4.6";
disabled = pythonOlder "3.6";
format = "pyproject";
src = fetchPypi {
inherit pname version;
hash = "sha256-sL4+UUfC60JWAgJPvXeVGUHAskuoceVYwYDrYlibUOE=";
};
postPatch = ''
substituteInPlace requirements.txt --replace "opencv-python" "opencv"
'';
propagatedBuildInputs = [
matplotlib
numpy
opencv4
pillow
scikitlearn
torchvision
ttach
tqdm
];
# Let the user bring their own instance (as with torchmetrics)
buildInputs = [
torch
];
doCheck = false; # every nontrivial test tries to download a pretrained model
pythonImportsCheck = [
"pytorch_grad_cam"
"pytorch_grad_cam.metrics"
"pytorch_grad_cam.metrics.cam_mult_image"
"pytorch_grad_cam.metrics.road"
"pytorch_grad_cam.utils"
"pytorch_grad_cam.utils.image"
"pytorch_grad_cam.utils.model_targets"
];
meta = with lib; {
description = "Advanced AI explainability for computer vision.";
homepage = "https://jacobgil.github.io/pytorch-gradcam-book";
license = licenses.mit;
maintainers = with maintainers; [ bcdarwin ];
};
}

2
pkgs/top-level/python-packages.nix
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@ -4065,6 +4065,8 @@ self: super: with self; {
gql = callPackage ../development/python-modules/gql { };
grad-cam = callPackage ../development/python-modules/grad-cam { };
gradient = callPackage ../development/python-modules/gradient { };
gradient-utils = callPackage ../development/python-modules/gradient-utils { };