@heartexlabs/label-studio
v1.8.0
Data Labeling Tool that is backend agnostic and can be embedded into your applications
image-annotationannotation-toolannotationlabelinglabeling-toolimage-labelingimage-classificationsemantic-segmentationdata-labelingtext-annotation
195/weekUpdated 2 years agoApache-2.0Unpacked: 8.3 MB
Published by Heartex Labs
npm install @heartexlabs/label-studioLabel Studio Frontend · !GitHub !build !npm audit
!GitHub release · :sunny:
Website • Docs • Twitter • Join Slack Community 
Label Studio is an open-source, configurable data annotation tool. :v:
Frontend, as its name suggests, is the frontend library developed using React and mobx-state-tree, distributed as an NPM package. You can include it in your applications and provide data annotation support to your users. It can be granularly customized and extended.
Install
``bash`
npm install @heartexlabs/label-studio
Usage
With Webpack
`js`
import LabelStudio from 'label-studio';
import 'label-studio/build/static/css/';
With UNPKG.com
`xhtml
`
Initialization
`xhtml`
Development
1. Clone the repository
`bash`
git clone git@github.com:heartexlabs/label-studio-frontend.git
# or: git clone https://github.com/heartexlabs/label-studio-frontend.git
cd label-studio-frontend
2. Install required dependencies
`bash`
npm install
3. Start the development server
`bash`
npm run start
4. Check different ways to initiate the development server config & task data in src/env/development.js, changing the data variable is a good place to start.
5. After you make changes and ready to use it in production, you need to create a production build
`bash`
npm run build-bundle
Now you have one .js file and one .css file in the
Label Studio for Teams, Startups, and Enterprises :office:
Label Studio for Teams is our enterprise edition (cloud & on-prem), that includes a data manager, high-quality baseline models, active learning, collaborators support, and more. Please visit the website to learn more.
Ecosystem
| Project | Description |
|-|-|
| label-studio | Server part, distributed as a pip package |
| label-studio-frontend | Frontend part, written in JavaScript and React, can be embedded into your application |
| label-studio-converter | Encode labels into the format of your favorite machine learning library |
| label-studio-transformers | Transformers library connected and configured for use with label studio |
License
This software is licensed under the Apache 2.0 LICENSE © Heartex. 2020
