Autonomous Driving – PyTorch https://pytorch.org Mon, 10 Feb 2025 06:38:37 +0000 en-US hourly 1 https://wordpress.org/?v=6.8.2 https://pytorch.org/wp-content/uploads/2024/10/cropped-favicon-32x32.webp Autonomous Driving – PyTorch https://pytorch.org 32 32 Wayve’s AV2.0 builds a brighter future with Azure Machine Learning and PyTorch https://www.microsoft.com/en/customers/story/1415185921593450824-wayve-partner-professional-services-azure-machine-learning Wed, 25 May 2022 05:34:00 +0000 https://pytorch.org/?p=2980 Wayve wants to accelerate and scale autonomous vehicle (AV) development by using vision-based machine learning for rapid prototyping and quick iteration. So, it developed a platform that uses the open-source machine learning framework PyTorch with Microsoft Azure Machine Learning to gather, manage, and process millions of hours of driving data per year—petabytes of data—consisting of images, GPS data, and data from other sensors.

]]> How Lyft Uses PyTorch to Power Machine Learning for Their Self-Driving Cars https://medium.com/pytorch/how-lyft-uses-pytorch-to-power-machine-learning-for-their-self-driving-cars-80642bc2d0ae Wed, 07 Oct 2020 06:37:00 +0000 https://pytorch.org/?p=3039 Lyft’s mission is to improve people’s lives with the world’s best transportation. We believe in a future where self-driving cars make transportation safer and more accessible for everyone. That’s why Level 5, Lyft’s self-driving division, is developing a complete autonomous system for the Lyft network to provide riders’ access to the benefits of this technology. However, this is an incredibly complex task.

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