Amazon Sagemaker Amazon Sagemaker
About
418 monthly visitors — Amazon SageMaker Ground Truth delivers a comprehensive human-in-the-loop platform fully integrated with the AWS ecosystem. Their platform supports multiple workforce options including private teams, vendors, and Amazon Mechanical Turk. Using built-in workflows and active learning techniques, they facilitate data generation, annotation, and model evaluation while reducing labeling costs. As a fully managed AWS service, they excel in scalability and enterprise integration. SageMaker Ground Truth particularly emphasizes foundation model training and evaluation, offering specialized tools for model response ranking and bias reduction.
Capabilities
Data Types
- •Images: Built-in image labeling workflows
- •Video: Video annotation capabilities
- •Text: Text processing and annotation
- •Audio: Audio labeling support
Key Features
- •Quality Control: Active learning, model evaluation
- •AWS Integration: Full ecosystem compatibility
- •Enterprise Tools: Custom workflows, workforce options