Ground Truth

Amazon SageMaker Ground Truth is a fully managed data labeling service that makes it easy to build highly accurate training datasets for machine learning.

Get started with Ground Truth

This video shows you how to setup and use Amazon SageMaker Ground Truth. (Length: 9:37)

End-to-end demo: from unlabeled data to a deployed ML model

• From Unlabeled Data to a Deployed Machine Learning Model: A SageMaker Ground Truth Demonstration for Image Classification

Task types

3D point clouds

• Create a 3D Point Cloud Labeling Job with Amazon SageMaker Ground Truth
• Create a 3D Point Cloud Labeling Job for Object Tracking with Amazon SageMaker Ground Truth

Annotation consolidation

• Understanding Annotation Consolidation: A SageMaker Ground Truth Demonstration for Image Classification

Object detection

• From Unlabeled Data to a Deployed Machine Learning Model: A SageMaker Ground Truth Demonstration for Object Detection

Pretrained model labeling

• Using a Pre-Trained Model for Cost Effective Data Labeling

Bring your own model

• Create an Active Learning Workflow using Amazon SageMaker Ground Truth

Analysis tasks

Data analysis of image classification

• Data Analysis Using a Ground Truth Image Classification Output Manifest