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{
lib,
stdenv,
buildPythonPackage,
fetchFromGitHub,
# build-system
setuptools,
# dependencies
lap,
matplotlib,
opencv-python,
pandas,
pillow,
polars,
psutil,
py-cpuinfo,
pyyaml,
requests,
scipy,
seaborn,
torch,
torchvision,
tqdm,
ultralytics-thop,
# tests
aiohttp,
onnx,
onnxruntime,
pytestCheckHook,
}:
buildPythonPackage (finalAttrs: {
pname = "ultralytics";
version = "8.4.6";
pyproject = true;
src = fetchFromGitHub {
owner = "ultralytics";
repo = "ultralytics";
tag = "v${finalAttrs.version}";
hash = "sha256-kNOldJvJlyBkV7VeETtxQJdtToJyGID2dEIq1z0Fg1c=";
};
build-system = [ setuptools ];
pythonRelaxDeps = [
"numpy"
];
dependencies = [
lap
matplotlib
opencv-python
pandas
pillow
polars
psutil
py-cpuinfo
pyyaml
requests
scipy
scipy
seaborn
torch
torchvision
tqdm
ultralytics-thop
];
pythonImportsCheck = [ "ultralytics" ];
nativeCheckInputs = [
aiohttp
onnx
onnxruntime
pytestCheckHook
];
enabledTestPaths = [
# rest of the tests require internet access
"tests/test_python.py"
];
disabledTests = [
# also remove the individual tests that require internet
"test_predict_gray_and_4ch"
"test_all_model_yamls"
"test_data_annotator"
"test_labels_and_crops"
"test_model_embeddings"
"test_model_methods"
"test_predict_callback_and_setup"
"test_predict_grey_and_4ch"
"test_predict_img"
"test_predict_txt"
"test_predict_visualize"
"test_results"
"test_train_pretrained"
"test_train_scratch"
"test_utils_torchutils"
"test_val"
"test_workflow"
"test_yolo_world"
"test_yolov10"
"test_yoloe"
"test_multichannel"
"test_grayscale"
]
++ lib.optionals (stdenv.hostPlatform.isLinux && stdenv.hostPlatform.isAarch64) [
# Fatal Python error: Aborted
# onnxruntime/capi/_pybind_state.py", line 32 in <module>
"test_utils_benchmarks"
]
++ lib.optionals stdenv.hostPlatform.isDarwin [
# Fatal Python error: Aborted
# ultralytics/utils/checks.py", line 598 in check_imshow
"test_utils_checks"
# RuntimeError: required keyword attribute 'value' has the wrong type
"test_utils_benchmarks"
# RuntimeError: Dataset 'https://github.com/ultralytics/assets/releases/download/v0.0.0/coco8-ndjson.ndjson'
# error <E2><9D><8C> [Errno 13] Permission denied:
# '/nix/store/rnns5r21nibx26f2c2gxdk3h8l0jcg68-python3.12-ultralytics-8.3.221/datasets/coco8-ndjson/labels/train/000000000009.txt'
"test_train_ndjson"
];
meta = {
homepage = "https://github.com/ultralytics/ultralytics";
changelog = "https://github.com/ultralytics/ultralytics/releases/tag/${finalAttrs.src.tag}";
description = "Train YOLO models for computer vision tasks";
mainProgram = "yolo";
license = lib.licenses.agpl3Only;
maintainers = with lib.maintainers; [ osbm ];
};
})
|
