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Dev.to
6/16/2026
Deploying Label Studio Open-Source Data Labeling Platform on Ubuntu 24.04

Deploying Label Studio Open-Source Data Labeling Platform on Ubuntu 24.04

Short summary

This tutorial deploys Label Studio, an open-source data annotation platform, on Ubuntu 24.04 using Docker Compose with Traefik for automatic HTTPS. It covers environment setup, service configuration, persistent storage, and includes a sample sentiment-analysis project. Follow these steps to set up a secure, collaborative annotation workspace for ML labeling workflows.

  • Deploy Label Studio with Docker Compose on Ubuntu 24.04
  • Traefik handles automatic HTTPS with Let's Encrypt certificates
  • Includes sample project walkthrough and ML backend integration options

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