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

Label Studio is an open-source data labeling platform that supports annotation across text, images, audio, video, and time series, with collaborative workflows and ML-model integrations. This guide deploys Label Studio using Docker Compose with Traefik handling automatic HTTPS and persistent volumes for projects and labels. By the end, you'll have Label Studio serving an annotation workspace securely at your domain.

Set Up the Directory Structure

1. Create the project directory:

$ mkdir ~/labelstudio

$ cd ~/labelstudio