Live!Check out the Label Studio 2024 recap post

Label Studio Academic Program

The HumanSignal team supports the advancement of education and research by making Label Studio accessible through free open source software and access to our commercial cloud service. We don’t want cost to be a barrier for important academic research initiatives, so educators and students may apply for discounted or free access to our cloud service.

Trusted by Leading Academic & Research Institutions Worldwide

UC San DiegoHarvard universityNanyang Technological University SingaporeColumbia UniversityKing’s College LondonSmithsonianStanfordBerkeleyMITUniversity of TorontoUniversity of MichiganPenn State

What you get with the Academic License

Flexible and configurable

Configurable layouts and templates adapt to your dataset and workflow.

Integrate with your ML/AI pipeline

Webhooks, Python SDK and API allow you to authenticate, create projects, import tasks, manage model predictions, and more.

ML-assisted labeling

Save time by using predictions to assist your labeling process with ML backend integration.

Connect your cloud storage

Connect to cloud object storage and label data there directly with S3 and GCP.

Explore & understand your data

Prepare and manage your dataset in our Data Manager using advanced filters.

Multiple projects and users

Support multiple projects, use cases and data types in one platform.