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{
lib,
buildPythonPackage,
fetchFromGitHub,
fire,
flask,
flask-cors,
gdown,
gunicorn,
mtcnn,
numpy,
opencv4,
pandas,
pillow,
requests,
retinaface,
setuptools,
tensorflow,
tqdm,
}:
buildPythonPackage rec {
pname = "deepface";
version = "0.0.96";
pyproject = true;
src = fetchFromGitHub {
owner = "serengil";
repo = "deepface";
tag = "v${version}";
hash = "sha256-UusTzMZl7ITKFbMTZI457Y2K9knO2U1n9LurJZhUJ0A=";
};
postPatch = ''
# prevent collisions
substituteInPlace setup.py \
--replace-fail "data_files=[(\"\", [\"README.md\", \"requirements.txt\", \"package_info.json\"])]," "" \
--replace-fail "install_requires=requirements," ""
substituteInPlace deepface/models/face_detection/OpenCv.py \
--replace-fail "opencv_path = self.__get_opencv_path()" "opencv_path = '/'.join(os.path.dirname(cv2.__file__).split(os.path.sep)[0:-4]) + \"/share/opencv4/haarcascades/\""
'';
build-system = [ setuptools ];
dependencies = [
fire
flask
flask-cors
gdown
gunicorn
mtcnn
numpy
opencv4
pandas
pillow
requests
retinaface
tensorflow
tqdm
];
# requires internet connection
doCheck = false;
pythonImportsCheck = [ "deepface" ];
meta = {
description = "Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python";
homepage = "https://github.com/serengil/deepface";
changelog = "https://github.com/serengil/deepface/releases/tag/${src.tag}";
license = lib.licenses.mit;
maintainers = with lib.maintainers; [ derdennisop ];
};
}
|
