depot/third_party/nixpkgs/pkgs/development/python-modules/grad-cam/default.nix
Default email bcb2f287e1 Project import generated by Copybara.
GitOrigin-RevId: d603719ec6e294f034936c0d0dc06f689d91b6c3
2024-06-20 20:27:18 +05:30

80 lines
1.5 KiB
Nix

{
lib,
buildPythonPackage,
pythonOlder,
fetchPypi,
pythonRelaxDepsHook,
setuptools,
matplotlib,
numpy,
opencv4,
pillow,
scikit-learn,
torch,
torchvision,
ttach,
tqdm,
}:
buildPythonPackage rec {
pname = "grad-cam";
version = "1.5.2";
pyproject = true;
disabled = pythonOlder "3.8";
src = fetchPypi {
inherit pname version;
hash = "sha256-WhC3QjMDh4E8NnO8SyCtg9rFgDJkYP6/xdWNcTvlKFU=";
};
postPatch = ''
substituteInPlace requirements.txt\
--replace "opencv-python" "opencv"
'';
nativeBuildInputs = [
pythonRelaxDepsHook
];
pythonRelaxDeps = [
"torchvision"
];
build-system = [
setuptools
];
dependencies = [
matplotlib
numpy
opencv4
pillow
scikit-learn
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 = {
description = "Advanced AI explainability for computer vision";
homepage = "https://jacobgil.github.io/pytorch-gradcam-book";
license = lib.licenses.mit;
maintainers = with lib.maintainers; [ bcdarwin ];
};
}