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pyproject.toml
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# Ultralytics 🚀 AGPL-3.0 License - https://ultralytics.com/license
# Overview:
# This pyproject.toml file manages the build, packaging, and distribution of the Ultralytics library.
# It defines essential project metadata, dependencies, and settings used to develop and deploy the library.
# Key Sections:
# - [build-system]: Specifies the build requirements and backend (e.g., setuptools, wheel).
# - [project]: Includes details like name, version, description, authors, dependencies and more.
# - [project.optional-dependencies]: Provides additional, optional packages for extended features.
# - [tool.*]: Configures settings for various tools (pytest, yapf, etc.) used in the project.
# Installation:
# The Ultralytics library can be installed using the command: 'pip install ultralytics'
# For development purposes, you can install the package in editable mode with: 'pip install -e .'
# This approach allows for real-time code modifications without the need for re-installation.
# Documentation:
# For comprehensive documentation and usage instructions, visit: https://docs.ultralytics.com
[build-system]
requires = ["setuptools>=70.0.0", "wheel"]
build-backend = "setuptools.build_meta"
# Project settings -----------------------------------------------------------------------------------------------------
[project]
name = "ultralytics"
dynamic = ["version"]
description = "Ultralytics YOLO 🚀 for SOTA object detection, multi-object tracking, instance segmentation, pose estimation and image classification."
readme = "README.md"
requires-python = ">=3.8"
license = { "text" = "AGPL-3.0" }
keywords = ["machine-learning", "deep-learning", "computer-vision", "ML", "DL", "AI", "YOLO", "YOLOv3", "YOLOv5", "YOLOv8", "YOLOv9", "YOLOv10", "YOLO11", "HUB", "Ultralytics"]
authors = [
]
maintainers = [
]
classifiers = [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"Intended Audience :: Education",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: GNU Affero General Public License v3 or later (AGPLv3+)",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.8",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Topic :: Software Development",
"Topic :: Scientific/Engineering",
"Topic :: Scientific/Engineering :: Artificial Intelligence",
"Topic :: Scientific/Engineering :: Image Recognition",
"Operating System :: POSIX :: Linux",
"Operating System :: MacOS",
"Operating System :: Microsoft :: Windows",
]
# Required dependencies ------------------------------------------------------------------------------------------------
dependencies = [
"numpy>=1.23.0,<=2.1.1", # OpenVINO and TFLite errors on '--slow' CI Tests https://github.com/ultralytics/ultralytics/pull/18943
"matplotlib>=3.3.0",
"opencv-python>=4.6.0",
"pillow>=7.1.2",
"pyyaml>=5.3.1",
"requests>=2.23.0",
"scipy>=1.4.1",
"torch>=1.8.0",
"torch>=1.8.0,!=2.4.0; sys_platform == 'win32'", # Windows CPU errors w/ 2.4.0 https://github.com/ultralytics/ultralytics/issues/15049
"torchvision>=0.9.0",
"tqdm>=4.64.0", # progress bars
"psutil", # system utilization
"py-cpuinfo", # display CPU info
"pandas>=1.1.4",
"seaborn>=0.11.0", # plotting
"ultralytics-thop>=2.0.0", # FLOPs computation https://github.com/ultralytics/thop
]
# Optional dependencies ------------------------------------------------------------------------------------------------
[project.optional-dependencies]
dev = [
"ipython",
"pytest",
"pytest-cov",
"coverage[toml]",
"mkdocs>=1.6.0",
"mkdocs-material>=9.5.9",
"mkdocstrings[python]",
"mkdocs-redirects", # 301 redirects
"mkdocs-ultralytics-plugin>=0.1.17", # for meta descriptions and images, dates and authors
"mkdocs-macros-plugin>=1.0.5" # duplicating content (i.e. export tables) in multiple places
]
export = [
"onnx>=1.12.0", # ONNX export
"coremltools>=7.0; platform_system != 'Windows' and python_version <= '3.11'", # CoreML supported on macOS and Linux
"scikit-learn>=1.3.2; platform_system != 'Windows' and python_version <= '3.11'", # CoreML k-means quantization
"openvino>=2024.0.0", # OpenVINO export
"tensorflow>=2.0.0", # TF bug https://github.com/ultralytics/ultralytics/issues/5161
"tensorflowjs>=3.9.0", # TF.js export, automatically installs tensorflow
"tensorstore>=0.1.63; platform_machine == 'aarch64' and python_version >= '3.9'", # for TF Raspberry Pi exports
"keras", # not installed automatically by tensorflow>=2.16
"flatbuffers>=23.5.26,<100; platform_machine == 'aarch64'", # update old 'flatbuffers' included inside tensorflow package
"h5py!=3.11.0; platform_machine == 'aarch64'", # fix h5py build issues due to missing aarch64 wheels in 3.11 release
]
solutions = [
"shapely>=2.0.0", # shapely for point and polygon data matching
"streamlit", # for live inference on web browser i.e `yolo streamlit-predict`
]
logging = [
"comet", # https://docs.ultralytics.com/integrations/comet/
"tensorboard>=2.13.0",
"dvclive>=2.12.0",
]
extra = [
"hub-sdk>=0.0.12", # Ultralytics HUB
"ipython", # interactive notebook
"albumentations>=1.4.6", # training augmentations
"pycocotools>=2.0.7", # COCO mAP
]
[project.urls]
"Homepage" = "https://ultralytics.com"
"Source" = "https://github.com/ultralytics/ultralytics"
"Documentation" = "https://docs.ultralytics.com"
"Bug Reports" = "https://github.com/ultralytics/ultralytics/issues"
"Changelog" = "https://github.com/ultralytics/ultralytics/releases"
[project.scripts]
yolo = "ultralytics.cfg:entrypoint"
ultralytics = "ultralytics.cfg:entrypoint"
# Tools settings -------------------------------------------------------------------------------------------------------
[tool.setuptools] # configuration specific to the `setuptools` build backend.
packages = { find = { where = ["."], include = ["ultralytics", "ultralytics.*"] } }
package-data = { "ultralytics" = ["**/*.yaml", "../tests/*.py"], "ultralytics.assets" = ["*.jpg"] }
[tool.setuptools.dynamic]
version = { attr = "ultralytics.__version__" }
[tool.pytest.ini_options]
addopts = "--doctest-modules --durations=30 --color=yes"
markers = [
"slow: skip slow tests unless --slow is set",
]
norecursedirs = [".git", "dist", "build"]
[tool.coverage.run]
source = ["ultralytics/"]
data_file = "tests/.coverage"
omit = ["ultralytics/utils/callbacks/*"]
[tool.isort]
line_length = 120
multi_line_output = 0
[tool.yapf]
based_on_style = "pep8"
spaces_before_comment = 2
column_limit = 120
coalesce_brackets = true
spaces_around_power_operator = true
space_between_ending_comma_and_closing_bracket = true
split_before_closing_bracket = false
split_before_first_argument = false
[tool.ruff]
line-length = 120
[tool.ruff.format]
docstring-code-format = true
[tool.docformatter]
wrap-summaries = 120
wrap-descriptions = 120
pre-summary-newline = true
close-quotes-on-newline = true
in-place = true
[tool.codespell]
ignore-words-list = "crate,nd,ned,strack,dota,ane,segway,fo,gool,winn,commend,bloc,nam,afterall"
skip = '*.pt,*.pth,*.torchscript,*.onnx,*.tflite,*.pb,*.bin,*.param,*.mlmodel,*.engine,*.npy,*.data*,*.csv,*pnnx*,*venv*,*translat*,__pycache__*,*.ico,*.jpg,*.png,*.mp4,*.mov,/runs,/.git,./docs/??/*.md,./docs/mkdocs_??.yml'