AWS for Industries
Tag: AV
Augmenting Datasets using Generative AI and Amazon Sagemaker for Autonomous Driving Use Cases on AWS
Autonomous vehicles (AV) must be driven hundreds of millions of miles – and sometimes hundreds of billions of miles – to capture sufficient data that can confidently demonstrate a vehicle’s security on the road. This approach to collecting data, however, sees its applicability hindered by two main limitations: (1) high fleet acquisition and maintenance costs […]
Improving Reliability and Performance for Teleoperations for Autonomous Driving Vehicles on AWS
The rapid advancement of autonomous driving technology is transforming the automotive industry, leading to improved safety, efficiency, and convenience. As self-driving vehicles evolve, automakers must address several challenges to ensure their widespread adoption. Among these challenges, reliable, secure, and low-latency communication between vehicles and teleoperation centers is critical for real-time responsiveness and decision-making in complex […]
Recap of AWS re:Invent 2022 for the Automotive Industry
At AWS re:Invent 2022, which was held in Las Vegas, Nevada, from November 28 to December 2, AWS made several announcements relevant to the automotive industry. This blog post will summarize all the services and features from these announcements that are most relevant to the automotive industry. We will highlight AWS automotive and manufacturing industry […]
Develop and deploy a customized workflow using Autonomous Driving Data Framework (ADDF) on AWS
Autonomous vehicles (AV) must be driven hundreds of millions of miles – and sometimes hundreds of billions of miles – to demonstrate their reliability in terms of fatalities and injuries. There is a need for alternative methods to supplement real-world testing including virtual testing and simulations, mathematic modeling and analysis, and scenario and behavior testing. In this […]
In the News: The Power of the Cloud
This article originally appeared on Automotive News. Cloud computing allows Autonomous Vehicle programs to focus on speed and building value Big achievements require big investments, and according to research firm PitchBook, autonomous vehicle (AV) startups spend $1.6M every month on average. The lion’s share of that cost goes into testing and the infrastructure needed to […]