open-mmlab/labelbee

What it solves

LabelBee provides a specialized rendering and component library designed specifically for building data annotation applications. It simplifies the process of creating tools that allow users to label data for machine learning models.

How it works

It offers a modular approach through two primary packages: @labelbee/lb-annotation for rendering and @labelbee/lb-components for the UI components. These modules are decoupled, allowing developers to use the rendering engine independently or integrate the full component suite to quickly assemble an annotation interface.

Who it’s for

Frontend developers and machine learning engineers who need to build custom, high-performance data labeling tools without starting from scratch.

Highlights

• Modular design allowing for separate use of rendering and component libraries.
• Quick setup via npm or yarn for rapid application development.
• React-based components for easy integration into modern web applications.