What is the Universal Data Tool?
The Universal Data Tool is a web and desktop application for editing and annotating various types of data, including images, text, audio, and documents. It supports a range of data tasks such as image segmentation, text classification, audio transcription, and more.
The tool allows real-time collaboration without sign-up, and it can be used on the web or as a desktop application on Windows, Mac, or Linux. It also provides an easy-to-use GUI for project configuration and supports multiple data formats.
Features
- Web and desktop application
- Supports editing and annotating various types of data
- Supports a range of data tasks such as image segmentation, text classification, audio transcription, etc.
- Allows real-time collaboration without sign-up
- Can be used on the web or as a desktop application on Windows, Mac, or Linux
- Provides an easy-to-use GUI for project configuration
- Supports multiple data formats
- Allows to view and edit any data defined in the extensible .udt.json and .udt.csv standard
- Allows to collaborate with others in real time
- Allows to create courses to train labelers
- Supports download/upload as easy-to-use CSV or JSON
- Supports for Images, Videos, PDFs, Text, Audio Transcription and many other formats
- Can be easily integrated into a React application
- Allows to annotate images or videos with classifications, tags, bounding boxes, polygons and points
- Enables Fast Automatic Smart Pixel Segmentation using WebWorkers and WebAssembly
- Allows to import data from Google Drive, Youtube, CSV, Clipboard and more
- Supports annotation of NLP datasets with Named Entity Recognition (NER), classification and Part of Speech (PoS) tagging.
- Can be easily loaded into pandas or used with fast.ai
- Runs with docker and singularity
License
MIT License
Resources & Downloads
GitHub - UniversalDataTool/universal-data-tool: Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.
Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app. - UniversalDataTool/universal-data-tool
UniversalDataTool