Data Labelling Software

• heartexlabs/label-studio: Label Studio is a multi-type data labeling and annotation tool with standardized output format
  • It is hard to get this up and running
    • docker-compose does not work out of the box, you need to use storage volumes not mount paths
    • You can skip the cert paths
    • pip package works as long as you have right python version
  • 115 Contributors
  • Open Source
  • Does not seem as polished as Universal Data Tool
• doccano/doccano: Open source annotation tool for machine learning practitioners.
  • Used By, 76
  • Contributors, 85
  • Would work nicely for my keybase nlp project
  • Fronted library
  • Specific for Language labelling

• UniversalDataTool/universal-data-tool: Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

  • Sample datasets do not work
  • Not updated in 2 years
  • 26 Contributors
  • Can annotate anything

• Labelbox | The Leading AI Platform for Building Intelligent Applications

  • SaaS but used by Google and OpenAI
• V7 - AI Data Platform for Computer Vision
  • SaaS

Backlinks

• Mimetic File System - MFS