The single source of truth for storing, cataloging, and searching Autonomous Vehicle data.
De-risk cost of development
Scalable, flexible data pipeline
Increase developer efficacy
Autonomous Driving Data Lake
Build an MDF4/Rosbag-based data ingestion and processing pipeline for Autonomous Driving and Advanced Driver Assistance Systems (ADAS).
AWS services in this solution
Learn how AWS customers use highly scalable storage, deep learning, and edge computing capabilities to power ADAS and Autonomous Driving development and deployment.
Paving the Way Toward Automated Driving with BMW Group
See how BMW Group collects 1 billion+ kilometers of anonymized perception data from its worldwide connected fleet of customer vehicles to develop safe and performant automated driving systems.
Transforming Autonomous Trucking with a Data Lake Built on Amazon S3
Learn about key insights from Torc Robotics after migrating to a modern data lake in the cloud with Amazon S3.
All Things Automotive: Data Lakes with BMW
Explore the BMW Cloud Data Hub, and how BMW and AWS have teamed up to accelerate data-driven innovation enterprise-wide.
Momenta Accelerates Autonomous Driving Technology with AWS
Momenta quickly built a prototype with AWS IoT services for the mass production of autonomous driving solutions and verified the feasibility of the design in only two weeks.
Building an Autonomous Driving and ADAS Data Lake on AWS
This blog post explains how to build an Autonomous Driving Data Lake using this Reference Architecture.
Building an Automated Scene Detection Pipeline for Autonomous Driving – ADAS Workflow
This blog describes how many OEMs face the challenge of ingesting, transforming, labeling, and cataloging massive amounts of data to develop automated driving systems.
Streamline storage costs with S3 Intelligent-Tiering
This blog describes methods for quick and easy methods to optimize storage costs centrally without impacting application performance across businesses.
Building an Automated Image Processing and Model Training Pipeline
This blog describes how to extract images at large scale from ROS bag files and label a subset of them with Amazon SageMaker Ground Truth.