Core data labeling capabilities that Data Scientists and annotators use to label a variety of data types. Best for small annotation teams and individual Data Scientists.
Adds project, team, and label quality management capabilities to ensure the best results. Best for larger teams and those needing to monitor and improve label quality. Delivered as a cloud service.
Adds role based access controls, Single Sign-On (SSO) and executive reporting. Best for large enterprises or organizations that require on-premise and/or SSO. Delivered as a cloud service or on-premise.
Individual user accounts to login into Label Studio. Activities and actions are associated to a user's account.
Unrestricted
10
Unlimited
Deployment Options
Where the Label Studio backend software can be installed and run.
Open Source Download
Cloud
Cloud or On-Premise
Support
Community Slack / Github issues
Email
Private Slack / Email / Phone
Data Type Support
Text
images
Audio
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.
+ Create projects from templates
+ Create projects from templates
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 Panel
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 & 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.
Community
Team
Enterprise
Free & Open Source
$99/User/Month
Custom Pricing
Core data labeling capabilities that Data Scientists and annotators use to label a variety of data types. Best for small annotation teams and individual Data Scientists.
Adds project, team, and label quality management capabilities to ensure the best results. Best for larger teams and those needing to monitor and improve label quality. Delivered as a cloud service.
Adds role based access controls, Single Sign-On (SSO) and executive reporting. Best for large enterprises or organizations that require on-premise and/or SSO. Delivered as a cloud service or on-premise.
.svg)