{"id":15132731,"url":"https://github.com/universaldatatool/universal-data-tool","last_synced_at":"2025-05-15T15:04:44.611Z","repository":{"id":37264300,"uuid":"196442822","full_name":"UniversalDataTool/universal-data-tool","owner":"UniversalDataTool","description":"Collaborate \u0026 label any type of data, images, text, or documents, in an easy web interface or desktop 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Universal Data Tool\n\n[![GitHub version](https://badge.fury.io/gh/UniversalDataTool%2Funiversal-data-tool.svg)](https://badge.fury.io/gh/UniversalDataTool%2Funiversal-data-tool)\n![Master Branch](https://github.com/UniversalDataTool/universal-data-tool/workflows/Test/badge.svg)\n[![npm version](https://badge.fury.io/js/universal-data-tool.svg)](https://badge.fury.io/js/universal-data-tool)\n[![GitHub license](https://img.shields.io/github/license/UniversalDataTool/universal-data-tool)](https://github.com/UniversalDataTool/universal-data-tool/blob/master/LICENSE)\n[![Platform Support Web/Win/Linux/Mac](https://img.shields.io/badge/platforms-Web%20Windows%20Linux%20Mac-blueviolet)](https://github.com/UniversalDataTool/universal-data-tool/releases)\n[![Slack Image](https://img.shields.io/badge/slack-Universal%20Data%20Tool-blue.svg?logo=slack)](https://join.slack.com/t/universaldatatool/shared_invite/zt-d8teykwi-iOSOUfxugKR~M4AJN6VL3g)\n[![Twitter Logo](https://img.shields.io/twitter/follow/UniversalDataTl?style=social)](https://twitter.com/UniversalDataTl)\n\nTry it out at [udt.dev](https://udt.dev), [download the desktop app](https://github.com/UniversalDataTool/universal-data-tool/releases) or [run on-premise](https://docs.universaldatatool.com/running-on-premise).\n\n\u003e [!NOTE]\n\u003e If you think Universal Data Tool is cool, check out my new project for [creating electronics with React](https://docs.tscircuit.com)\n\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"https://user-images.githubusercontent.com/1910070/91648687-729a3b80-ea38-11ea-92f2-7ce94ae04da6.gif\"\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003cb\u003e\n  \u003ca href=\"https://docs.universaldatatool.com\"\u003eDocs\u003c/a\u003e • \u003ca href=\"https://universaldatatool.com\"\u003eWebsite\u003c/a\u003e • \u003ca href=\"https://udt.dev\"\u003ePlayground\u003c/a\u003e • \u003ca href=\"https://docs.universaldatatool.com/integrate-with-any-web-page/integrate-with-the-javascript-library\"\u003eLibrary Usage\u003c/a\u003e • \u003ca href=\"https://docs.universaldatatool.com/running-on-premise\"\u003eOn-Premise\u003c/a\u003e\n  \u003c/b\u003e\n\u003c/p\u003e\n\nThe Universal Data Tool is a web/desktop app for editing and annotating images, text, audio, documents and to view and edit any data defined in the extensible [.udt.json and .udt.csv standard](https://github.com/UniversalDataTool/udt-format).\n\n## Supported Data\n\n\u003cp align=\"center\"\u003e\n    \u003ca href=\"https://docs.universaldatatool.com/building-and-labeling-datasets/image-segmentation\"\u003eImage Segmentation\u003c/a\u003e • \n    \u003ca href=\"https://docs.universaldatatool.com/building-and-labeling-datasets/image-classification\"\u003eImage Classification\u003c/a\u003e • \n    \u003ca href=\"https://docs.universaldatatool.com/building-and-labeling-datasets/text-classification\"\u003eText Classification\u003c/a\u003e • \n    \u003ca href=\"https://docs.universaldatatool.com/building-and-labeling-datasets/named-entity-recognition\"\u003eNamed Entity Recognition\u003c/a\u003e • \n    \u003ca href=\"https://docs.universaldatatool.com/building-and-labeling-datasets/entity-relations-part-of-speech-tagging\"\u003eNamed Entity Relations / Part of Speech Tagging\u003c/a\u003e • \n    \u003ca href=\"https://docs.universaldatatool.com/building-and-labeling-datasets/audio-transcription\"\u003eAudio Transcription\u003c/a\u003e • \n    \u003ca href=\"https://docs.universaldatatool.com/building-and-labeling-datasets/data-entry\"\u003eData Entry\u003c/a\u003e • \n    \u003ca href=\"https://docs.universaldatatool.com/building-and-labeling-datasets/video-segmentation\"\u003eVideo Segmentation\u003c/a\u003e • \n    \u003ca href=\"https://docs.universaldatatool.com/building-and-labeling-datasets/landmark-annotation\"\u003eLandmark / Pose Annotation\u003c/a\u003e\n\u003c/p\u003e\n\n## Recent Updates\n\n[Follow our development on Youtube!](https://www.youtube.com/channel/UCgFkrRN7CLt7_iTa2WDjf2g)\n\n\u003c!-- COMMUNITY-UPDATE:START !--\u003e\n\n- [Community Update Video 9](https://youtu.be/q20WrCRcG4k)\n- [Community Update Video 8](https://www.youtube.com/watch?v=IBWOaw0jMmM)\n- [Community Update Video 7](https://youtu.be/glPPFgXibdw) [(blog version)](https://universaldatatool.substack.com/p/build-your-dataset-from-coco)\n  \u003c!-- COMMUNITY-UPDATE:END !--\u003e\n\n## Features\n\n- **Collaborate with others in real time, no sign up!**\n- Usable on [web](https://universaldatatool.com) or as [Windows,Mac or Linux desktop application](https://github.com/UniversalDataTool/universal-data-tool/wiki/Installation)\n- Configure your project with an easy-to-use GUI\n- [Easily create courses to train your labelers](https://universaldatatool.com/courses)\n- Download/upload as easy-to-use CSV ([sample.udt.csv](https://github.com/UniversalDataTool/udt-format/blob/master/SAMPLE.udt.csv)) or JSON ([sample.udt.json](https://github.com/UniversalDataTool/udt-format/blob/master/SAMPLE.udt.json))\n- Support for Images, Videos, PDFs, Text, Audio Transcription and many other formats\n- Can be [easily integrated into a React application](https://github.com/UniversalDataTool/universal-data-tool/wiki/Usage-with-React)\n- Annotate images or videos with classifications, tags, bounding boxes, polygons and points\n- Fast Automatic Smart Pixel Segmentation using WebWorkers and WebAssembly\n- Import data from Google Drive, Youtube, CSV, Clipboard and more\n- Annotate NLP datasets with Named Entity Recognition (NER), classification and Part of Speech (PoS) tagging.\n- Easily [load into pandas](https://github.com/UniversalDataTool/universal-data-tool/wiki/Usage-with-Pandas) or [use with fast.ai](https://github.com/UniversalDataTool/universal-data-tool/wiki/Usage-with-Fast.ai)\n- Runs [with docker](https://hub.docker.com/r/universaldatatool/universaldatatool) `docker run -p 3000:3000 universaldatatool/universaldatatool`\n- Runs [with singularity](https://singularity-hub.org/collections/4792) `singularity run universaldatatool/universaldatatool`\n\n\u003cp align=\"center\"\u003e\u003ckbd\u003e\u003cimg width=\"600\" src=\"https://user-images.githubusercontent.com/1910070/76154066-06033d00-60a4-11ea-9bbd-69a62780769f.png\" /\u003e\u003c/kbd\u003e\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\u003ckbd\u003e\u003cimg width=\"600\" src=\"https://user-images.githubusercontent.com/1910070/91648815-07516900-ea3a-11ea-9355-70dfbf5c8974.png\" /\u003e\u003c/kbd\u003e\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\u003ckbd\u003e\u003cimg width=\"600\" src=\"https://user-images.githubusercontent.com/1910070/76157343-9a39c800-60d5-11ea-8dd6-a67c516fcf63.png\" /\u003e\u003c/kbd\u003e\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\u003ckbd\u003e\u003cimg width=\"600\" src=\"https://user-images.githubusercontent.com/1910070/93283916-7b607080-f79f-11ea-838d-683829aff1b3.png\" /\u003e\u003c/kbd\u003e\u003c/p\u003e\n\n## Sponsors\n\n[![wao.ai sponsorship image](https://user-images.githubusercontent.com/1910070/107271376-20fbd100-6a1a-11eb-9f82-2d10607591ba.png)](https://wao.ai)\n[![momentum image](https://user-images.githubusercontent.com/1910070/107270943-8bf8d800-6a19-11eb-97c2-895b0280aa8a.png)](https://momentum-tech.ca/)\n[![enabled intelligence image](https://user-images.githubusercontent.com/1910070/107271756-aaab9e80-6a1a-11eb-887c-6f5d009f0fd2.png)](https://www.enabledintelligence.net/)\n\n## Installation\n\n### Web App\n\nJust visit [universaldatatool.com](https://universaldatatool.com)!\n\n_Trying to run the web app locally? Run `npm install` then `npm run start` after cloning this repository to start the web server._\n\n### Desktop Application\n\nDownload the latest release from the [releases page](https://github.com/UniversalDataTool/universal-data-tool/releases) and run the executable you downloaded.\n\n## Contributing\n\n- (Optional) Say hi in the [Slack channel](https://join.slack.com/t/universaldatatool/shared_invite/zt-d8teykwi-iOSOUfxugKR~M4AJN6VL3g)!\n- Read [this guide to get started with development](https://github.com/UniversalDataTool/universal-data-tool/wiki/Setup-for-Development).\n\n## Contributors ✨\n\nThanks goes to these wonderful people ([emoji key](https://allcontributors.org/docs/en/emoji-key)):\n\n\u003c!-- ALL-CONTRIBUTORS-LIST:START - Do not remove or modify this section --\u003e\n\u003c!-- prettier-ignore-start --\u003e\n\u003c!-- markdownlint-disable --\u003e\n\u003ctable\u003e\n  \u003ctr\u003e\n    \u003ctd align=\"center\"\u003e\u003ca href=\"https://twitter.com/seveibar\"\u003e\u003cimg src=\"https://avatars2.githubusercontent.com/u/1910070?v=4\" width=\"100px;\" alt=\"\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eSeverin Ibarluzea\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003cbr /\u003e\u003ca href=\"https://github.com/UniversalDataTool/universal-data-tool/commits?author=seveibar\" title=\"Code\"\u003e💻\u003c/a\u003e \u003ca href=\"https://github.com/UniversalDataTool/universal-data-tool/commits?author=seveibar\" title=\"Documentation\"\u003e📖\u003c/a\u003e \u003ca href=\"https://github.com/UniversalDataTool/universal-data-tool/pulls?q=is%3Apr+reviewed-by%3Aseveibar\" title=\"Reviewed Pull Requests\"\u003e👀\u003c/a\u003e\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e\u003ca href=\"http://puskuruk.github.io\"\u003e\u003cimg src=\"https://avatars2.githubusercontent.com/u/22892227?v=4\" width=\"100px;\" alt=\"\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003ePuskuruk\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003cbr /\u003e\u003ca href=\"https://github.com/UniversalDataTool/universal-data-tool/commits?author=puskuruk\" title=\"Code\"\u003e💻\u003c/a\u003e \u003ca href=\"https://github.com/UniversalDataTool/universal-data-tool/pulls?q=is%3Apr+reviewed-by%3Apuskuruk\" title=\"Reviewed Pull Requests\"\u003e👀\u003c/a\u003e\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e\u003ca href=\"https://github.com/CedricJean\"\u003e\u003cimg src=\"https://avatars1.githubusercontent.com/u/63243979?v=4\" width=\"100px;\" alt=\"\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eCedricJean\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003cbr /\u003e\u003ca href=\"https://github.com/UniversalDataTool/universal-data-tool/commits?author=CedricJean\" title=\"Code\"\u003e💻\u003c/a\u003e\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e\u003ca href=\"http://berupon.hatenablog.com/\"\u003e\u003cimg src=\"https://avatars1.githubusercontent.com/u/1131125?v=4\" width=\"100px;\" alt=\"\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eberu\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003cbr /\u003e\u003ca href=\"https://github.com/UniversalDataTool/universal-data-tool/commits?author=beru\" title=\"Code\"\u003e💻\u003c/a\u003e\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e\u003ca href=\"https://github.com/Ownmarc\"\u003e\u003cimg src=\"https://avatars0.githubusercontent.com/u/24617457?v=4\" width=\"100px;\" alt=\"\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eMarc\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003cbr /\u003e\u003ca href=\"https://github.com/UniversalDataTool/universal-data-tool/commits?author=Ownmarc\" title=\"Code\"\u003e💻\u003c/a\u003e \u003ca href=\"https://github.com/UniversalDataTool/universal-data-tool/commits?author=Ownmarc\" title=\"Documentation\"\u003e📖\u003c/a\u003e\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e\u003ca href=\"https://github.com/Wafaa-arbash\"\u003e\u003cimg src=\"https://avatars0.githubusercontent.com/u/59834878?v=4\" width=\"100px;\" alt=\"\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eWafaa-arbash\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003cbr /\u003e\u003ca href=\"https://github.com/UniversalDataTool/universal-data-tool/commits?author=Wafaa-arbash\" title=\"Documentation\"\u003e📖\u003c/a\u003e\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e\u003ca href=\"https://github.com/pgrimaud\"\u003e\u003cimg src=\"https://avatars1.githubusercontent.com/u/1866496?v=4\" width=\"100px;\" alt=\"\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003ePierre Grimaud\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003cbr /\u003e\u003ca href=\"https://github.com/UniversalDataTool/universal-data-tool/commits?author=pgrimaud\" title=\"Documentation\"\u003e📖\u003c/a\u003e\u003c/td\u003e\n  \u003c/tr\u003e\n  \u003ctr\u003e\n    \u003ctd align=\"center\"\u003e\u003ca href=\"https://github.com/sreevardhanreddi\"\u003e\u003cimg src=\"https://avatars0.githubusercontent.com/u/31174432?v=4\" width=\"100px;\" alt=\"\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003esreevardhanreddi\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003cbr /\u003e\u003ca href=\"https://github.com/UniversalDataTool/universal-data-tool/commits?author=sreevardhanreddi\" title=\"Code\"\u003e💻\u003c/a\u003e\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e\u003ca href=\"https://github.com/mrdadah\"\u003e\u003cimg src=\"https://avatars2.githubusercontent.com/u/11255121?v=4\" width=\"100px;\" alt=\"\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eMohammed Eldadah\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003cbr /\u003e\u003ca href=\"https://github.com/UniversalDataTool/universal-data-tool/commits?author=mrdadah\" title=\"Code\"\u003e💻\u003c/a\u003e\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e\u003ca href=\"https://x8795278.blogspot.com/\"\u003e\u003cimg src=\"https://avatars3.githubusercontent.com/u/9297254?v=4\" width=\"100px;\" alt=\"\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003ex213212\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003cbr /\u003e\u003ca href=\"https://github.com/UniversalDataTool/universal-data-tool/commits?author=x213212\" title=\"Code\"\u003e💻\u003c/a\u003e\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e\u003ca href=\"https://github.com/hysios\"\u003e\u003cimg src=\"https://avatars0.githubusercontent.com/u/103227?v=4\" width=\"100px;\" alt=\"\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003ehysios \u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003cbr /\u003e\u003ca href=\"https://github.com/UniversalDataTool/universal-data-tool/commits?author=hysios\" title=\"Code\"\u003e💻\u003c/a\u003e\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e\u003ca href=\"https://congdv.github.io/\"\u003e\u003cimg src=\"https://avatars2.githubusercontent.com/u/8192210?v=4\" width=\"100px;\" alt=\"\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eCong Dao\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003cbr /\u003e\u003ca href=\"https://github.com/UniversalDataTool/universal-data-tool/commits?author=congdv\" title=\"Code\"\u003e💻\u003c/a\u003e\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e\u003ca href=\"https://www.linkedin.com/in/renato-gonsalves-499317125/\"\u003e\u003cimg src=\"https://avatars0.githubusercontent.com/u/47343193?v=4\" width=\"100px;\" alt=\"\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eRenato Junior\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003cbr /\u003e\u003ca href=\"#translation-MrJunato\" title=\"Translation\"\u003e🌍\u003c/a\u003e\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e\u003ca href=\"https://gitlab.com/rickstaa\"\u003e\u003cimg src=\"https://avatars0.githubusercontent.com/u/17570430?v=4\" width=\"100px;\" alt=\"\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eRick\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003cbr /\u003e\u003ca href=\"#translation-rickstaa\" title=\"Translation\"\u003e🌍\u003c/a\u003e \u003ca href=\"https://github.com/UniversalDataTool/universal-data-tool/commits?author=rickstaa\" title=\"Code\"\u003e💻\u003c/a\u003e\u003c/td\u003e\n  \u003c/tr\u003e\n  \u003ctr\u003e\n    \u003ctd align=\"center\"\u003e\u003ca href=\"https://github.com/anaplian\"\u003e\u003cimg src=\"https://avatars3.githubusercontent.com/u/18647401?v=4\" width=\"100px;\" alt=\"\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eanaplian\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003cbr /\u003e\u003ca href=\"https://github.com/UniversalDataTool/universal-data-tool/commits?author=anaplian\" title=\"Code\"\u003e💻\u003c/a\u003e\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e\u003ca href=\"https://www.behance.net/MiguelCarvalho13\"\u003e\u003cimg src=\"https://avatars2.githubusercontent.com/u/6718302?v=4\" width=\"100px;\" alt=\"\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eMiguel Carvalho\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003cbr /\u003e\u003ca href=\"#translation-miguelcarvalho13\" title=\"Translation\"\u003e🌍\u003c/a\u003e\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e\u003ca href=\"https://kyleo.io\"\u003e\u003cimg src=\"https://avatars2.githubusercontent.com/u/27719893?v=4\" width=\"100px;\" alt=\"\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eKyle OBrien\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003cbr /\u003e\u003ca href=\"https://github.com/UniversalDataTool/universal-data-tool/commits?author=obrien-k\" title=\"Code\"\u003e💻\u003c/a\u003e\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e\u003ca href=\"https://github.com/hakkiyagiz\"\u003e\u003cimg src=\"https://avatars2.githubusercontent.com/u/12295562?v=4\" width=\"100px;\" alt=\"\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eHakkı Yağız ERDİNÇ\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003cbr /\u003e\u003ca href=\"https://github.com/UniversalDataTool/universal-data-tool/commits?author=hakkiyagiz\" title=\"Code\"\u003e💻\u003c/a\u003e\u003c/td\u003e\n    \u003ctd align=\"center\"\u003e\u003ca href=\"https://github.com/jvdavim\"\u003e\u003cimg src=\"https://avatars2.githubusercontent.com/u/16657663?v=4\" width=\"100px;\" alt=\"\"/\u003e\u003cbr /\u003e\u003csub\u003e\u003cb\u003eJoão Victor Davim\u003c/b\u003e\u003c/sub\u003e\u003c/a\u003e\u003cbr /\u003e\u003ca href=\"https://github.com/UniversalDataTool/universal-data-tool/commits?author=jvdavim\" title=\"Code\"\u003e💻\u003c/a\u003e\u003c/td\u003e\n  \u003c/tr\u003e\n\u003c/table\u003e\n\n\u003c!-- markdownlint-enable --\u003e\n\u003c!-- prettier-ignore-end --\u003e\n\n\u003c!-- ALL-CONTRIBUTORS-LIST:END --\u003e\n\nThis project follows the [all-contributors](https://github.com/all-contributors/all-contributors) specification. Contributions of any kind welcome!\n","funding_links":["https://opencollective.com/universaldatatool"],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Funiversaldatatool%2Funiversal-data-tool","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Funiversaldatatool%2Funiversal-data-tool","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Funiversaldatatool%2Funiversal-data-tool/lists"}