🤝 Label Studio 1.11.0!Featuring a new unified codebase
Community

Community Feature: Fixing Your Data Quality 10x Faster with Galileo and Label Studio

Label Studio Team

Vikram Chatterji, co-founder of ML data intelligence company Galileo just published a framework for massively increasing the velocity of your ML workflow using a tight integration between Label Studio and Galileo.

By using Galileo to identify low-quality data across the ML workflow in combination with Label Studio’s fast, easy-to-use labeling interface, Chatterji estimates that models can move to production 10x faster, labeling costs could be reduced by over 40% and model performance can be improved by over 20%.

He goes into more detail about how this integration fits together throughout the ML workflow lifecycle and provides some helpful visualizations to illustrate the concept as well as some screenshots of the integration.

You can check out the entire article on the Galileo blog.

Related Content

  • Temporary Community Slack Outage

    Messaging on the Label Studio Community Slack is currently unavailable. We are working to resolve the issue.

    Label Studio Team

    December 7, 2023

  • Heartex is now HumanSignal!

    HumanSignal is about the signal that humans provide to models, helping them to adapt, learn, and align with the needs of organizations and society at large.

    Max Tkachenko

    Co-founder, HumanSignal and Label Studio

  • Launching the Label Studio Community Support Archives

    Visit discuss.labelstud.io to see solutions to frequently asked questions, tips and tricks, and helpful discussions across the Label Studio Community. These have all been logged with the help of a new Archivist Bot, which will help log popular threads from within the existing community Slack.

    Erin Mikail Staples

    Senior Developer Community Advocate