ADAS and Autonomous Driving
Developing and deploying Advanced Driver Assistance and Autonomous Vehicle Systems requires the ability to collect, store and manage massive amounts of data, high performance computing capacity and advanced deep learning frameworks, along with the capability to do real-time processing of local rules and events in the vehicle.
AWS provides a full suite of services to support Advanced Driver Assistance Systems (ADAS) and Autonomous Vehicle development and deployment. AWS' nearly unlimited storage and compute capacity and support for deep learning frameworks such as Apache MXNet, TensorFlow and PyTorch accelerate your algorithm training and testing. AWS Greengrass provides edge computing with machine learning inference capabilities for real-time processing of local rules and events in the vehicle while minimizing the cost of transmitting data to the cloud.
Benefits
Benefit 1
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Benefit 2
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Benefit 3
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Benefit 4
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Hot topic
“Using the AWS Cloud and specifically Amazon EC2 P3 instances, we’re able to build a scalable and highly performant applications stack to efficiently handle and process the huge amount of data that we collect.”
- Mike Garrison, Technical Lead, Infrastructure Engineering, Toyota Research Institute
Use cases
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AV Development
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AV Development
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Autonomous Vehicle Development
AWS’ highly scalable storage and compute services and advanced deep learning frameworks allow for the collection, ingestion, storage and anlalysis of autonomous vehicle data to support full-scale autonomous vehicle development.
Related products
Related resources
Related resource 1
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Related resource 2
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Related resource 3
Lorem ipsum dolor sit amet, at doctus contentiones has, qui natum diceret no. Ad minim vidisse fuisset mea. Ex aperiam fierent eum, natum nonumes tincidunt te mea, quot etiam te nam. Voluptaria quaerendum ut sea, cum oportere voluptaria mediocritatem ut. At primis inermis posidonium eos.
Related resource 4
Lorem ipsum dolor sit amet, at doctus contentiones has, qui natum diceret no. Ad minim vidisse fuisset mea. Ex aperiam fierent eum, natum nonumes tincidunt te mea, quot etiam te nam. Voluptaria quaerendum ut sea, cum oportere voluptaria mediocritatem ut. At primis inermis posidonium eos.
Case studies and resources
TuSimple
TuSimple built their autonomous driving platform using sophisticated deep learning algorithms developed with Apache MXNet on AWS. TuSimple has used AWS to simulate billions of miles of driving.
HERE
HERE uses the scalability, reliability, and global reach of the AWS platform to deliver its HD Live Maps and connected-car solutions to customers around the world.
Drive.ai
DriveAI creates AI software for autonomous vehicles using a deep learning first methodology. AWS provides them the ability to seamlessly scale as their business grows, and the capability to handle their high performance computing demands.
nuTonomy
nuTonomy makes software to build self-driving cars and autonomous mobile robots. AWS enables them quickly provision compute resources, deploy new features, and add IT resources on demand.