ywhuazhong/OneLabeler

OneLabeler

OneLabeler is a system for building data labeling tools. It provides visual programming interface where the developer can compose modules into a data labeling tool.

Its documentation can be found at https://microsoft.github.io/OneLabeler-doc.

⚠️OneLabeler is currently under active development and may not be bug-free.

Build the Tool

Before starting, make sure you have installed Node.js.

Build the visual programming interface as a website:

cd ./client
npm install
npm run build

This will generate the interface as website in the ./client/dist folder.

Build the visual programming interface as a desktop application:

cd ./client
npm install
npm run build:electron

This will generate the interface as an installer named one-labeler Setup ${version}.exe in the ./client/dist_electron folder.

Resources

• Introduction
• Examples
• Repository of Documentation Website

Citation

If you use this software, please cite it as follows:

Yu Zhang, Yun Wang, Haidong Zhang, Bin Zhu, Siming Chen, and Dongmei Zhang. 2022. OneLabeler: A Flexible System for Building Data Labeling Tools. In CHI Conference on Human Factors in Computing Systems (CHI '22). Association for Computing Machinery, New York, NY, USA, Article 93, 1–22. https://doi.org/10.1145/3491102.3517612