Everything you love from Community Edition, plus additional capabilities for managing larger teams, roles and permissions, and advanced security.
Trusted by 250,000+ users across all industries
Community EditionFree & Open Source |
Community EditionFree & Open Source |
|||||
---|---|---|---|---|---|---|
Labeling Data Types |
||||||
User Accounts Individual user accounts to login into Label Studio. Activities and actions are associated to a user's account. |
Unlimited | Unrestricted | ||||
Deployment Options Where the Label Studio backend software can be installed and run. |
Cloud or On-Premise | Open Source Download | ||||
Support |
Private Slack / Email / Phone | Community Slack / Github issues | ||||
Data Type Support |
||||||
Text |
||||||
Images |
||||||
Audio |
||||||
Video |
||||||
HTML Hypertext |
||||||
Time Series |
||||||
Mixed Types |
||||||
Project Management |
||||||
Projects Organizes the settings, users, and dataset for a specific project. |
||||||
Templates Prebuilt user interfaces configured and optimized for specific data labeling scenarios. |
||||||
Shared Workspaces Organizes related projects by team, department, or product. Users can only access workspaces they associated with. |
— | |||||
Manual Annotator Assignment Method for assigning tasks and dataset samples to an individual user for annotation. |
— | |||||
Automatic Annotator Assignment Automatically assign tasks based on project configuration rules. |
— | |||||
Annotation-Only Portal Simplified dashboard that organizes labeling tasks for an individual annotator. |
— | |||||
Data Management |
||||||
Data Management Panel Explore, refine, and perform bulk actions on project data. |
||||||
Cloud Storage Integration Connect cloud storage from AWS, GCP, and Azure for read/write access. |
||||||
API Access Programatic access to Label Studio functionality that can be embedded into other systems. |
||||||
Import / Export Import datasets for labeling. Export labeled datasets for inclusion in your model training. |
||||||
Quality Control and Reporting |
||||||
Verification & QA Review and verify other users' annotation and prediction results. |
— | |||||
Assign Reviewer Assign individual users to review and verify specific annotations. |
— | |||||
Annotator Statistics Metrics and statistics to review and monitor individual annotator performance. |
— | |||||
Overlap Configuration Set how many annotators must label each sample. |
— | |||||
Annotator Consensus Matrices Matrices used to compare labeling results by different annotators. |
— | |||||
Management Reports & Analytics Reports and visualizations for analyzing your dataset, including data distribution. |
— | |||||
Advanced Security |
||||||
Data Stored on Your Servers Datasets are stored on your servers with your data security and access controls. |
||||||
Role-Based Access Controls Create custom roles that define permissions for different types of users. |
— | |||||
Single Sign-On Integrate your authentication system (SAML/LDAP) to centrally manage access to Label Studio. |
— | |||||
Activity Logs System of record that tracks every action taken in Label Studio and the associated user. |
— | |||||
SOC2 Certified Demonstrated security, availability, and confidentiality standard of excellence. |
— | |||||
Managed Cloud Service and Support |
||||||
Secure hosted cloud platform We handle all the hosting, security, updates, and maintenance on our SOC-2 certified SaaS platform. |
— | |||||
99.9% uptime SLA Get best-in-class uptime backed by service level agreement. |
— | |||||
Customer success & technical support Get a dedicated enterprise support team to help you get the most out of Label Studio. |
— |