SageMaker Ground Truth PNG and SVG Icon
Amazon SageMaker Ground Truth is a data labeling service that uses human and machine learning techniques to generate high-quality labeled datasets.
Last Modified: August 10, 2025

16px
32px
48px
64px
Details
Key Features
- Data labeling service for ML training datasets.
- Supports human-in-the-loop workflows.
- Integrates with active learning to reduce labeling costs.
- Works with multiple data formats.
Common Use Cases
- Labeling datasets for machine learning training
- Building high-quality training datasets
- Automating annotation with active learning
Explore More Icons
Elemental Appliances Software
AWS Elemental Appliances and Software offer on-premises solutions for live and on-demand video workflows with seamless AWS integration.
Monitron
Amazon Monitron is an end-to-end system that uses sensors, gateways, and ML to detect abnormal behavior in industrial equipment.
Simple Queue Service
Amazon Simple Queue Service (SQS) is a fully managed message queuing service that enables decoupling and scaling of microservices and distributed systems.
Nova
Amazon Nova refers to internal AI infrastructure or services (if announced); details may vary as it's not yet publicly defined.
Reserved Instance Reporting
AWS Reserved Instance Reporting helps you monitor and optimize the utilization and coverage of your purchased Reserved Instances for cost savings.
MariaDB Instance
MariaDB Instance in Amazon RDS allows you to run managed MariaDB databases with automated backups, patching, and scaling.
IAM Permissions
IAM Permissions define what actions users and roles can take on which resources, using policies attached to IAM identities or resources.
AWS Email refers to solutions like Amazon SES that help developers send marketing, notification, and transactional emails using scalable and cost-effective infrastructure.
Global Accelerator
AWS Global Accelerator improves global application availability and performance using AWS's global network infrastructure.
PostgresSQL Instance
PostgreSQL Instance in Amazon RDS provides a scalable and managed PostgreSQL database with high availability and performance.
Lightsail for Research
Amazon Lightsail for Research provides pre-configured virtual research environments with tools and computing resources for researchers and students.
Support
AWS Support provides a range of plans to assist customers with their AWS environments, offering 24/7 technical support, best practices, and guidance from cloud experts.
Aurora
Aurora is a high-performance cloud-native relational database engine developed by AWS, compatible with MySQL and PostgreSQL.
HealthImaging
Amazon HealthImaging is a service that stores, transforms, and analyzes medical imaging data at scale using cloud-native tools and standards.
FSx for Lustre
Amazon FSx for Lustre provides a high-performance file system optimized for fast processing of workloads like machine learning, HPC, and analytics.
FSx for OpenZFS
Amazon FSx for OpenZFS delivers a fully managed file storage built on the popular OpenZFS file system, ideal for Linux-based workloads.
Transfer Family
AWS Transfer Family supports fully managed file transfers into and out of AWS using SFTP, FTPS, and FTP protocols.
GameLift
Amazon GameLift is a fully managed service for deploying, operating, and scaling dedicated game servers for multiplayer games.
NICE EnginFrame
NICE EnginFrame is a web-based interface for managing HPC workloads and resources, offering job submission, monitoring, and remote visualization capabilities.
Inspector
Amazon Inspector automatically assesses applications for vulnerabilities and deviations from best practices, helping improve the security of AWS workloads.
Mainframe Modernization
AWS Mainframe Modernization provides tools and infrastructure to migrate, run, and modernize mainframe applications on AWS.
Activate
AWS Activate is a program designed to provide startups with free tools, resources, technical support, and AWS credits to help them grow and build on AWS.
IoT Greengrass
AWS IoT Greengrass is an open-source edge runtime and cloud service that helps build, deploy, and manage device software at the edge.
Config
AWS Config enables you to assess, audit, and evaluate configurations of your AWS resources for compliance and security.