Why Amazon SageMaker Ground Truth?
Amazon SageMaker Ground Truth offers the most comprehensive set of human-in-the-loop capabilities, allowing you to harness the power of human feedback across the ML lifecycle to improve the accuracy and relevancy of models. You can complete a variety of human-in-the-loop tasks with SageMaker Ground Truth, from data generation and annotation to model review, customization, and evaluation, either through a self-service or an AWS-managed offering.
Benefits of SageMaker Ground Truth
Get human generated data
Create high quality datasets
Accelerate human-in-the-loop tasks
Get started with key use cases quickly
Example and Demonstration Data
Use human generated data such as text summarizations, Q&A pairs, citations, and captions to train FMs for AI-powered applicationsLearn more about example and demonstration data
Comparison and Ranking Data
Use human feedback to rank and/or classify model responses (e.g. from best to worst), and use this data to train FMsLearn more about ranking data
Evaluating and Red Teaming
Enable humans to easily review, compare, and evaluate model outputs to discover vulnerabilities, reduce bias, and eliminate toxicity
Label text, images, video, audio, and point cloud to train ML models for a range of use casesLearn more about data labeling