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 29, 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 MediaStore
AWS Elemental MediaStore is a storage service optimized for media that offers the performance, consistency, and low latency required for video workloads.
Security Lake
Amazon Security Lake centralizes your security data from AWS and other sources into a purpose-built data lake to facilitate security analytics and investigations.
Managed Service for Prometheus
Amazon Managed Service for Prometheus is a fully managed, scalable, and secure monitoring service for container metrics using Prometheus.
Health Dashboard
AWS Health Dashboard provides alerts and remediation guidance for AWS events that may impact your environment.
CodeArtifact
AWS CodeArtifact is a fully managed artifact repository service that makes it easy to securely store, publish, and share software packages.
Application Discovery Service
AWS Application Discovery Service helps you plan migration projects by collecting usage and configuration data from your on-premises servers.
Amplify
AWS Amplify is a set of tools and services that helps developers build scalable, full-stack web and mobile applications on AWS.
Batch
AWS Batch is a fully managed service that enables you to run batch computing workloads on the AWS Cloud, dynamically provisioning resources as needed.
Lookout for Equipment
Amazon Lookout for Equipment uses machine learning to detect abnormal equipment behavior and prevent potential failures.
Fleet Management
AWS RoboMaker Fleet Management enables secure management, monitoring, and updating of a fleet of robots running in production environments.
EC2
Amazon EC2 (Elastic Compute Cloud) is a web service that provides secure, resizable compute capacity in the cloud for virtually any workload.
CloudTrail
AWS CloudTrail records AWS API calls for your account, enabling governance, compliance, and operational and risk auditing.
.svg "AWS Amazon DynamoDB Accelerator (DAX) icon in SVG and PNG"){kind=icon}
Amazon DynamoDB Accelerator (DAX)
Amazon DynamoDB Accelerator (DAX) is a fully managed, in-memory cache for DynamoDB that delivers up to a 10x performance improvement for read-heavy workloads.
Certificate Manager
AWS Certificate Manager (ACM) lets you easily provision, manage, and deploy public and private SSL/TLS certificates for secure web applications.
Direct Connect
AWS Direct Connect provides a dedicated network connection from your premises to AWS, offering consistent, low-latency performance.
Cloud Development Kit
AWS Cloud Development Kit (CDK) is an open-source framework that enables developers to define cloud infrastructure using familiar programming languages.
Email Notification
AWS Email Notification typically refers to services like Amazon SES or SNS used for sending email alerts, confirmations, and other automated notifications.
Neptune
Amazon Neptune is a fast, reliable, and fully managed graph database service for building applications with highly connected data.
CodeWhisperer
Amazon CodeWhisperer is an AI coding companion that suggests real-time code snippets and helps developers write code faster and more securely.
AppStream 2
Amazon AppStream 2.0 is a fully managed application streaming service that allows users to stream desktop applications securely from AWS to any device.
TensorFlow on AWS
TensorFlow on AWS offers optimized tools and infrastructure for training and deploying TensorFlow models across AWS services.
Mainframe Modernization
AWS Mainframe Modernization provides tools and infrastructure to migrate, run, and modernize mainframe applications on AWS.
RDS
Amazon RDS (Relational Database Service) simplifies the setup, operation, and scaling of relational databases in the cloud.
Simulation
AWS RoboMaker Simulation lets you test and validate robotic applications in large-scale virtual 3D environments without physical hardware.