Data Labeling.
Evolved.

Datasaur is the leading NLP data labeling platform, with annotation, collaboration, and automation at its core.
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The most robust NLP Labeling & LLM platform choice for cutting-edge organizations around the world.

NLP tools comparison

Features
Datasaur
Labelbox
Label Studio
Snorkel
Prodi.gy
FUNCTIONALITY
Entity recognition
Sentiment analysis
Relation annotation
-
OCR projects
-
Conversational
-
-
Bounding boxes
-
OCR conflicts management
-
-
-
-
Audio
Flexible metadata extension
-
-
-
-
Pre-annotation labeling
Programmatic labeling
-
-
API for import/export
For enterprise
-
Details exported files
Partial
-
-
-
LABELING EXPERIENCE
Keyboard shortcuts
-
Review interface for QA & conflict management
Partial
For enterprise
-
Project comments/feedback
For enterprise
-
-
Customizable labeling interface
-
-
ANALYTICS
Inter-Annotator Agreement
-
-
Dashboard & analytics
For enterprise
-
Labeler progress monitoring
-
Downloadable team report
For enterprise
-
-
Audit trail
-
ASSISTED LABELING
ML model generation
Labeling automation
Anomaly detection review
-
-
DEPLOYMENT
Self-hosted installation
INTEGRATION
External object storage integration
SAML
-
SCIM
-
-
-
OTHERS
Academic program
-
Datasaur
Labelbox
Label Studio
Snorkel
Prodi.gy
FUNCTIONALITY
Entity recognition
Sentiment analysis
Relation annotation
OCR projects
Conversational
Bounding boxes
OCR conflicts management
Audio
Flexible metadata extension
Pre-annotation labeling
Programmatic labeling
API for import/export
Details exported files
LABELING EXPERIENCE
Keyboard shortcuts
Review interface for QA & conflict management
Project comments/feedback
Customizable labeling interface
ANALYTICS
Inter-Annotator Agreement
Dashboard & analytics
Labeler progress monitoring
Downloadable team report
Audit trail
ASSISTED LABELING
ML model generation
Labeling automation
Anomaly detection review
DEPLOYMENT
Self-hosted installation
INTEGRATION
External object storage integration
SAML
SCIM
OTHERS
Academic program
FUNCTIONALITY
Entity recognition
Sentiment analysis
Relation annotation
OCR projects
Conversational
Bounding boxes
OCR conflicts management
-
Audio
Flexible metadata extension
-
Pre-annotation labeling
Programmatic labeling
-
API for import/export
Details exported files
Partial
LABELING EXPERIENCE
Keyboard shortcuts
Review interface for QA & conflict management
Partial
Project comments/feedback
Customizable labeling interface
-
ANALYTICS
Inter-Annotator Agreement
-
Dashboard & analytics
Labeler progress monitoring
Downloadable team report
For enterprise
Audit trail
ASSISTED LABELING
ML model generation
Labeling automation
Anomaly detection review
DEPLOYMENT
Self-hosted installation
INTEGRATION
External object storage integration
SAML
SCIM
-
OTHERS
Academic program
FUNCTIONALITY
Entity recognition
Sentiment analysis
Relation annotation
OCR projects
Conversational
Bounding boxes
OCR conflicts management
-
Audio
Flexible metadata extension
-
Pre-annotation labeling
Programmatic labeling
-
API for import/export
For enterprise
Details exported files
-
LABELING EXPERIENCE
Keyboard shortcuts
Review interface for QA & conflict management
For enterprise
Project comments/feedback
For enterprise
Customizable labeling interface
ANALYTICS
Inter-Annotator Agreement
Dashboard & analytics
For enterprise
Labeler progress monitoring
Downloadable team report
Audit trail
ASSISTED LABELING
ML model generation
Labeling automation
Anomaly detection review
-
DEPLOYMENT
Self-hosted installation
INTEGRATION
External object storage integration
SAML
SCIM
OTHERS
Academic program
FUNCTIONALITY
Entity recognition
Sentiment analysis
Relation annotation
-
OCR projects
Conversational
-
Bounding boxes
-
OCR conflicts management
-
Audio
Flexible metadata extension
-
Pre-annotation labeling
Programmatic labeling
API for import/export
-
Details exported files
-
LABELING EXPERIENCE
Keyboard shortcuts
-
Review interface for QA & conflict management
-
Project comments/feedback
-
Customizable labeling interface
-
ANALYTICS
Inter-Annotator Agreement
Dashboard & analytics
Labeler progress monitoring
-
Downloadable team report
-
Audit trail
ASSISTED LABELING
ML model generation
Labeling automation
Anomaly detection review
DEPLOYMENT
Self-hosted installation
INTEGRATION
External object storage integration
SAML
SCIM
-
OTHERS
Academic program
FUNCTIONALITY
Entity recognition
Sentiment analysis
Relation annotation
OCR projects
-
Conversational
-
Bounding boxes
OCR conflicts management
-
Audio
Flexible metadata extension
-
Pre-annotation labeling
Programmatic labeling
API for import/export
Details exported files
-
LABELING EXPERIENCE
Keyboard shortcuts
Review interface for QA & conflict management
Project comments/feedback
-
Customizable labeling interface
ANALYTICS
Inter-Annotator Agreement
-
Dashboard & analytics
-
Labeler progress monitoring
Downloadable team report
-
Audit trail
-
ASSISTED LABELING
ML model generation
Labeling automation
Anomaly detection review
-
DEPLOYMENT
Self-hosted installation
INTEGRATION
External object storage integration
SAML
-
SCIM
-
OTHERS
Academic program

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