{"id":19252609,"url":"https://github.com/colour-science/colour-checker-detection","last_synced_at":"2025-05-15T20:03:27.197Z","repository":{"id":39987368,"uuid":"154951498","full_name":"colour-science/colour-checker-detection","owner":"colour-science","description":"Colour checker detection with Python","archived":false,"fork":false,"pushed_at":"2025-05-12T20:51:48.000Z","size":109170,"stargazers_count":242,"open_issues_count":7,"forks_count":35,"subscribers_count":11,"default_branch":"develop","last_synced_at":"2025-05-13T21:18:35.818Z","etag":null,"topics":["color","color-checker","color-science","color-space","color-spaces","colorspace","colorspaces","colour","colour-checker","colour-science","colour-space","colour-spaces","colourspace","colourspaces","python","segmentation"],"latest_commit_sha":null,"homepage":"https://www.colour-science.org/","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"bsd-3-clause","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/colour-science.png","metadata":{"files":{"readme":"README.rst","changelog":null,"contributing":null,"funding":".github/funding.yml","license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null},"funding":{"github":null,"patreon":null,"open_collective":"colour-science","ko_fi":null,"tidelift":null,"community_bridge":null,"liberapay":null,"issuehunt":null,"otechie":null,"custom":null}},"created_at":"2018-10-27T10:24:10.000Z","updated_at":"2025-05-07T11:55:44.000Z","dependencies_parsed_at":"2023-12-21T11:40:08.998Z","dependency_job_id":"0e79d24c-0957-4d19-884e-40e346bb8dbb","html_url":"https://github.com/colour-science/colour-checker-detection","commit_stats":{"total_commits":305,"total_committers":4,"mean_commits":76.25,"dds":0.03934426229508192,"last_synced_commit":"07bf5c1ad125232e198adc852a65fc7e32993927"},"previous_names":[],"tags_count":9,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/colour-science%2Fcolour-checker-detection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/colour-science%2Fcolour-checker-detection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/colour-science%2Fcolour-checker-detection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/colour-science%2Fcolour-checker-detection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/colour-science","download_url":"https://codeload.github.com/colour-science/colour-checker-detection/tar.gz/refs/heads/develop","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254264731,"owners_count":22041789,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["color","color-checker","color-science","color-space","color-spaces","colorspace","colorspaces","colour","colour-checker","colour-science","colour-space","colour-spaces","colourspace","colourspaces","python","segmentation"],"created_at":"2024-11-09T18:27:39.531Z","updated_at":"2025-05-15T20:03:25.278Z","avatar_url":"https://github.com/colour-science.png","language":"Jupyter Notebook","funding_links":["https://opencollective.com/colour-science"],"categories":[],"sub_categories":[],"readme":"Colour - Checker Detection\n==========================\n\n.. start-badges\n\n|actions| |coveralls| |codacy| |version|\n\n.. |actions| image:: https://img.shields.io/github/actions/workflow/status/colour-science/colour-checker-detection/.github/workflows/continuous-integration-quality-unit-tests.yml?branch=develop\u0026style=flat-square\n    :target: https://github.com/colour-science/colour-checker-detection/actions\n    :alt: Develop Build Status\n.. |coveralls| image:: http://img.shields.io/coveralls/colour-science/colour-checker-detection/develop.svg?style=flat-square\n    :target: https://coveralls.io/r/colour-science/colour-checker-detection\n    :alt: Coverage Status\n.. |codacy| image:: https://img.shields.io/codacy/grade/c543bc30229347cdaea00aadd3f79499/develop.svg?style=flat-square\n    :target: https://app.codacy.com/gh/colour-science/colour-checker-detection\n    :alt: Code Grade\n.. |version| image:: https://img.shields.io/pypi/v/colour-checker-detection.svg?style=flat-square\n    :target: https://pypi.org/project/colour-checker-detection\n    :alt: Package Version\n\n.. end-badges\n\nA `Python \u003chttps://www.python.org\u003e`__ package implementing various colour\nchecker detection algorithms and related utilities.\n\nIt is open source and freely available under the\n`BSD-3-Clause \u003chttps://opensource.org/licenses/BSD-3-Clause\u003e`__ terms.\n\n..  image:: https://raw.githubusercontent.com/colour-science/colour-checker-detection/master/docs/_static/ColourCheckerDetection_001.png\n\n.. contents:: **Table of Contents**\n    :backlinks: none\n    :depth: 2\n\n.. sectnum::\n\nFeatures\n--------\n\nThe following colour checker detection algorithms are implemented:\n\n-   Segmentation\n-   Machine learning inference via `Ultralytics YOLOv8 \u003chttps://github.com/ultralytics/ultralytics\u003e`__\n\n    -   The model is published on `HuggingFace \u003chttps://huggingface.co/colour-science/colour-checker-detection-models\u003e`__,\n        and was trained on a purposely constructed `dataset \u003chttps://huggingface.co/datasets/colour-science/colour-checker-detection-dataset\u003e`__.\n    -   The model has only been trained on *ColorChecker Classic 24* images and\n        will not work with *ColorChecker Nano* or *ColorChecker SG* images.\n    -   Inference is performed by a script licensed under the terms of the\n        *GNU Affero General Public License v3.0* as it uses the\n        *Ultralytics YOLOv8* API which is incompatible with the\n        *BSD-3-Clause*.\n\nExamples\n^^^^^^^^\n\nVarious usage examples are available from the\n`examples directory \u003chttps://github.com/colour-science/colour-checker-detection/tree/master/colour_checker_detection/examples\u003e`__.\n\nUser Guide\n----------\n\nInstallation\n^^^^^^^^^^^^\n\nBecause of their size, the resources dependencies needed to run the various\nexamples and unit tests are not provided within the Pypi package. They are\nseparately available as\n`Git Submodules \u003chttps://git-scm.com/book/en/v2/Git-Tools-Submodules\u003e`__\nwhen cloning the\n`repository \u003chttps://github.com/colour-science/colour-checker-detection\u003e`__.\n\nPrimary Dependencies\n~~~~~~~~~~~~~~~~~~~~\n\n**Colour - Checker Detection** requires various dependencies in order to run:\n\n- `python \u003e= 3.10, \u003c 3.14 \u003chttps://www.python.org/download/releases\u003e`__\n- `colour-science \u003e= 4.5 \u003chttps://pypi.org/project/colour-science\u003e`__\n- `imageio \u003e= 2, \u003c 3 \u003chttps://imageio.github.io\u003e`__\n- `numpy \u003e= 1.24, \u003c 3 \u003chttps://pypi.org/project/numpy\u003e`__\n- `opencv-python \u003e= 4, \u003c 5 \u003chttps://pypi.org/project/opencv-python\u003e`__\n- `scipy \u003e= 1.10, \u003c 2 \u003chttps://pypi.org/project/scipy\u003e`__\n\nSecondary Dependencies\n~~~~~~~~~~~~~~~~~~~~~~\n\n- `click \u003e= 8, \u003c 9 \u003chttps://pypi.org/project/click\u003e`__\n- `ultralytics \u003e= 8, \u003c 9 \u003chttps://pypi.org/project/ultralytics\u003e`__\n\nPypi\n~~~~\n\nOnce the dependencies are satisfied, **Colour - Checker Detection** can be installed from\nthe `Python Package Index \u003chttp://pypi.python.org/pypi/colour-checker-detection\u003e`__ by\nissuing this command in a shell::\n\n    pip install --user colour-checker-detection\n\nThe overall development dependencies are installed as follows::\n\n    pip install --user 'colour-checker-detection[development]'\n\nContributing\n^^^^^^^^^^^^\n\nIf you would like to contribute to `Colour - Checker Detection \u003chttps://github.com/colour-science/colour-checker-detection\u003e`__,\nplease refer to the following `Contributing \u003chttps://www.colour-science.org/contributing\u003e`__\nguide for `Colour \u003chttps://github.com/colour-science/colour\u003e`__.\n\nBibliography\n^^^^^^^^^^^^\n\nThe bibliography is available in the repository in\n`BibTeX \u003chttps://github.com/colour-science/colour-checker-detection/blob/develop/BIBLIOGRAPHY.bib\u003e`__\nformat.\n\nAPI Reference\n-------------\n\nThe main technical reference `Colour - Checker Detection \u003chttps://github.com/colour-science/colour-checker-detection\u003e`__\nis the `API Reference \u003chttps://colour-checker-detection.readthedocs.io/en/latest/reference.html\u003e`__.\n\nCode of Conduct\n---------------\n\nThe *Code of Conduct*, adapted from the `Contributor Covenant 1.4 \u003chttps://www.contributor-covenant.org/version/1/4/code-of-conduct.html\u003e`__,\nis available on the `Code of Conduct \u003chttps://www.colour-science.org/code-of-conduct\u003e`__ page.\n\nContact \u0026 Social\n----------------\n\nThe *Colour Developers* can be reached via different means:\n\n- `Email \u003cmailto:colour-developers@colour-science.org\u003e`__\n- `Facebook \u003chttps://www.facebook.com/python.colour.science\u003e`__\n- `Github Discussions \u003chttps://github.com/colour-science/colour-checker-detection/discussions\u003e`__\n- `Gitter \u003chttps://gitter.im/colour-science/colour\u003e`__\n- `Twitter \u003chttps://twitter.com/colour_science\u003e`__\n\nAbout\n-----\n\n| **Colour - Checker Detection** by Colour Developers\n| Copyright 2018 Colour Developers – `colour-developers@colour-science.org \u003ccolour-developers@colour-science.org\u003e`__\n| This software is released under terms of BSD-3-Clause: https://opensource.org/licenses/BSD-3-Clause\n| `https://github.com/colour-science/colour-checker-detection \u003chttps://github.com/colour-science/colour-checker-detection\u003e`__\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcolour-science%2Fcolour-checker-detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcolour-science%2Fcolour-checker-detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcolour-science%2Fcolour-checker-detection/lists"}