Amazon SageMaker Ground Truth Plus
GPTKB entity
Properties (57)
Predicate | Object |
---|---|
gptkbp:instanceOf |
gptkb:Cloud_Computing_Service
|
gptkbp:can_be |
Audio
Text Video Images |
gptkbp:compatibleWith |
Data privacy regulations
|
gptkbp:constructedIn |
AWS_infrastructure
|
gptkbp:enables |
Automated_data_labeling
|
gptkbp:enhances |
Model performance
|
gptkbp:facilitates |
Collaboration among teams
|
gptkbp:financials |
AWS_support
|
https://www.w3.org/2000/01/rdf-schema#label |
Amazon SageMaker Ground Truth Plus
|
gptkbp:improves |
Labeling accuracy
|
gptkbp:integration |
Amazon SageMaker
|
gptkbp:is_accessible_by |
gptkb:AWS_Management_Console
|
gptkbp:is_available_in |
Multiple AWS regions
|
gptkbp:is_designed_to |
Data scientists
Reduce time to market Streamline data preparation |
gptkbp:is_integrated_with |
gptkb:Amazon_CloudWatch
gptkb:Amazon_S3 gptkb:AWS_Lambda |
gptkbp:is_part_of |
AI and ML services
Amazon SageMaker suite AWS_ecosystem |
gptkbp:is_used_in |
Enterprises
Researchers Sentiment analysis Text classification Startups Image segmentation Object detection Training machine learning models |
gptkbp:offers |
Customizable workflows
Flexible pricing models Custom labeling interfaces Human labeling workflows Pre-built labeling workflows |
gptkbp:performance |
Large datasets
High throughput labeling |
gptkbp:provides |
Data labeling services
Quality control features User management features Integration with third-party vendors Detailed reporting Access to labeling workforce Integration_with_Amazon_Mechanical_Turk |
gptkbp:reduces |
Labeling costs
|
gptkbp:suitableFor |
Various industries
Computer vision tasks Natural language processing tasks Audio processing tasks Video analysis tasks |
gptkbp:supports |
Real-time feedback
Active learning Multiple data types Multi-language labeling |