Awesome

Universal Data Tool

Try it out at udt.dev, download the desktop app or run on-premise.

<img src="https://user-images.githubusercontent.com/1910070/91648687-729a3b80-ea38-11ea-92f2-7ce94ae04da6.gif"> <a href="https://docs.universaldatatool.com">Docs</a> • <a href="https://universaldatatool.com">Website</a> • <a href="https://udt.dev">Playground</a> • <a href="https://docs.universaldatatool.com/integrate-with-any-web-page/integrate-with-the-javascript-library">Library Usage</a> • <a href="https://docs.universaldatatool.com/running-on-premise">On-Premise</a>

The 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.

Supported Data

<a href="https://docs.universaldatatool.com/building-and-labeling-datasets/image-segmentation">Image Segmentation</a> • <a href="https://docs.universaldatatool.com/building-and-labeling-datasets/image-classification">Image Classification</a> • <a href="https://docs.universaldatatool.com/building-and-labeling-datasets/text-classification">Text Classification</a> • <a href="https://docs.universaldatatool.com/building-and-labeling-datasets/named-entity-recognition">Named Entity Recognition</a> • <a href="https://docs.universaldatatool.com/building-and-labeling-datasets/entity-relations-part-of-speech-tagging">Named Entity Relations / Part of Speech Tagging</a> • <a href="https://docs.universaldatatool.com/building-and-labeling-datasets/audio-transcription">Audio Transcription</a> • <a href="https://docs.universaldatatool.com/building-and-labeling-datasets/data-entry">Data Entry</a> • <a href="https://docs.universaldatatool.com/building-and-labeling-datasets/video-segmentation">Video Segmentation</a> • <a href="https://docs.universaldatatool.com/building-and-labeling-datasets/landmark-annotation">Landmark / Pose Annotation</a>

Recent Updates

Follow our development on Youtube!

Community Update Video 9
Community Update Video 8
Community Update Video 7 (blog version)

Features

Collaborate with others in real time, no sign up!
Usable on web or as Windows,Mac or Linux desktop application
Configure your project with an easy-to-use GUI
Easily create courses to train your labelers
Download/upload as easy-to-use CSV (sample.udt.csv) or JSON (sample.udt.json)
Support for Images, Videos, PDFs, Text, Audio Transcription and many other formats
Can be easily integrated into a React application
Annotate images or videos with classifications, tags, bounding boxes, polygons and points
Fast Automatic Smart Pixel Segmentation using WebWorkers and WebAssembly
Import data from Google Drive, Youtube, CSV, Clipboard and more
Annotate NLP datasets with Named Entity Recognition (NER), classification and Part of Speech (PoS) tagging.
Easily load into pandas or use with fast.ai
Runs with docker docker run -p 3000:3000 universaldatatool/universaldatatool
Runs with singularity singularity run universaldatatool/universaldatatool

Installation

Web App

Just visit universaldatatool.com!

Trying to run the web app locally? Run npm install then npm run start after cloning this repository to start the web server.

Desktop Application

Download the latest release from the releases page and run the executable you downloaded.

Contributing

(Optional) Say hi in the Slack channel!
Read this guide to get started with development.

Contributors ✨

Thanks goes to these wonderful people (emoji key):

<table> <tr> <td align="center"><a href="https://twitter.com/seveibar"><img src="https://avatars2.githubusercontent.com/u/1910070?v=4" width="100px;" alt=""/> Severin Ibarluzea</a> <a href="https://github.com/UniversalDataTool/universal-data-tool/commits?author=seveibar" title="Code">💻</a> <a href="https://github.com/UniversalDataTool/universal-data-tool/commits?author=seveibar" title="Documentation">📖</a> <a href="https://github.com/UniversalDataTool/universal-data-tool/pulls?q=is%3Apr+reviewed-by%3Aseveibar" title="Reviewed Pull Requests">👀</a></td> <td align="center"><a href="http://puskuruk.github.io"><img src="https://avatars2.githubusercontent.com/u/22892227?v=4" width="100px;" alt=""/> Puskuruk</a> <a href="https://github.com/UniversalDataTool/universal-data-tool/commits?author=puskuruk" title="Code">💻</a> <a href="https://github.com/UniversalDataTool/universal-data-tool/pulls?q=is%3Apr+reviewed-by%3Apuskuruk" title="Reviewed Pull Requests">👀</a></td> <td align="center"><a href="https://github.com/CedricJean"><img src="https://avatars1.githubusercontent.com/u/63243979?v=4" width="100px;" alt=""/> CedricJean</a> <a href="https://github.com/UniversalDataTool/universal-data-tool/commits?author=CedricJean" title="Code">💻</a></td> <td align="center"><a href="http://berupon.hatenablog.com/"><img src="https://avatars1.githubusercontent.com/u/1131125?v=4" width="100px;" alt=""/> beru</a> <a href="https://github.com/UniversalDataTool/universal-data-tool/commits?author=beru" title="Code">💻</a></td> <td align="center"><a href="https://github.com/Ownmarc"><img src="https://avatars0.githubusercontent.com/u/24617457?v=4" width="100px;" alt=""/> Marc</a> <a href="https://github.com/UniversalDataTool/universal-data-tool/commits?author=Ownmarc" title="Code">💻</a> <a href="https://github.com/UniversalDataTool/universal-data-tool/commits?author=Ownmarc" title="Documentation">📖</a></td> <td align="center"><a href="https://github.com/Wafaa-arbash"><img src="https://avatars0.githubusercontent.com/u/59834878?v=4" width="100px;" alt=""/> Wafaa-arbash</a> <a href="https://github.com/UniversalDataTool/universal-data-tool/commits?author=Wafaa-arbash" title="Documentation">📖</a></td> <td align="center"><a href="https://github.com/pgrimaud"><img src="https://avatars1.githubusercontent.com/u/1866496?v=4" width="100px;" alt=""/> Pierre Grimaud</a> <a href="https://github.com/UniversalDataTool/universal-data-tool/commits?author=pgrimaud" title="Documentation">📖</a></td> </tr> <tr> <td align="center"><a href="https://github.com/sreevardhanreddi"><img src="https://avatars0.githubusercontent.com/u/31174432?v=4" width="100px;" alt=""/> sreevardhanreddi</a> <a href="https://github.com/UniversalDataTool/universal-data-tool/commits?author=sreevardhanreddi" title="Code">💻</a></td> <td align="center"><a href="https://github.com/mrdadah"><img src="https://avatars2.githubusercontent.com/u/11255121?v=4" width="100px;" alt=""/> Mohammed Eldadah</a> <a href="https://github.com/UniversalDataTool/universal-data-tool/commits?author=mrdadah" title="Code">💻</a></td> <td align="center"><a href="https://x8795278.blogspot.com/"><img src="https://avatars3.githubusercontent.com/u/9297254?v=4" width="100px;" alt=""/> x213212</a> <a href="https://github.com/UniversalDataTool/universal-data-tool/commits?author=x213212" title="Code">💻</a></td> <td align="center"><a href="https://github.com/hysios"><img src="https://avatars0.githubusercontent.com/u/103227?v=4" width="100px;" alt=""/> hysios </a> <a href="https://github.com/UniversalDataTool/universal-data-tool/commits?author=hysios" title="Code">💻</a></td> <td align="center"><a href="https://congdv.github.io/"><img src="https://avatars2.githubusercontent.com/u/8192210?v=4" width="100px;" alt=""/> Cong Dao</a> <a href="https://github.com/UniversalDataTool/universal-data-tool/commits?author=congdv" title="Code">💻</a></td> <td align="center"><a href="https://www.linkedin.com/in/renato-gonsalves-499317125/"><img src="https://avatars0.githubusercontent.com/u/47343193?v=4" width="100px;" alt=""/> Renato Junior</a> <a href="#translation-MrJunato" title="Translation">🌍</a></td> <td align="center"><a href="https://gitlab.com/rickstaa"><img src="https://avatars0.githubusercontent.com/u/17570430?v=4" width="100px;" alt=""/> Rick</a> <a href="#translation-rickstaa" title="Translation">🌍</a> <a href="https://github.com/UniversalDataTool/universal-data-tool/commits?author=rickstaa" title="Code">💻</a></td> </tr> <tr> <td align="center"><a href="https://github.com/anaplian"><img src="https://avatars3.githubusercontent.com/u/18647401?v=4" width="100px;" alt=""/> anaplian</a> <a href="https://github.com/UniversalDataTool/universal-data-tool/commits?author=anaplian" title="Code">💻</a></td> <td align="center"><a href="https://www.behance.net/MiguelCarvalho13"><img src="https://avatars2.githubusercontent.com/u/6718302?v=4" width="100px;" alt=""/> Miguel Carvalho</a> <a href="#translation-miguelcarvalho13" title="Translation">🌍</a></td> <td align="center"><a href="https://kyleo.io"><img src="https://avatars2.githubusercontent.com/u/27719893?v=4" width="100px;" alt=""/> Kyle OBrien</a> <a href="https://github.com/UniversalDataTool/universal-data-tool/commits?author=obrien-k" title="Code">💻</a></td> <td align="center"><a href="https://github.com/hakkiyagiz"><img src="https://avatars2.githubusercontent.com/u/12295562?v=4" width="100px;" alt=""/> Hakkı Yağız ERDİNÇ</a> <a href="https://github.com/UniversalDataTool/universal-data-tool/commits?author=hakkiyagiz" title="Code">💻</a></td> <td align="center"><a href="https://github.com/jvdavim"><img src="https://avatars2.githubusercontent.com/u/16657663?v=4" width="100px;" alt=""/> João Victor Davim</a> <a href="https://github.com/UniversalDataTool/universal-data-tool/commits?author=jvdavim" title="Code">💻</a></td> </tr> </table>

This project follows the all-contributors specification. Contributions of any kind welcome!