Manoj C R – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2024-12-12T19:38:36Z http://www.open-lab.net/blog/feed/ Manoj C R <![CDATA[Spotlight: TCS Increases Automotive Software Testing Speeds by 2x Using NVIDIA Generative AI]]> http://www.open-lab.net/blog/?p=92444 2024-12-12T19:38:36Z 2024-11-22T20:07:53Z Generative AI is transforming every aspect of the automotive industry, including software development, testing, user experience, personalization, and safety....]]>

Generative AI is transforming every aspect of the automotive industry, including software development, testing, user experience, personalization, and safety. With the automotive industry shifting from a mechanically driven approach to a software-driven one, generative AI is unlocking a world of possibilities. Tata Consultancy Services (TCS) focuses on two major segments for leveraging…

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]]> Manoj C R <![CDATA[Developing an End-to-End Auto Labeling Pipeline for Autonomous Vehicle Perception]]> http://www.open-lab.net/blog/?p=61526 2023-06-09T22:38:04Z 2023-03-07T22:00:00Z Accurately annotated datasets are crucial for camera-based deep learning algorithms to perform autonomous vehicle perception. However, manually labeling data is...]]>

Accurately annotated datasets are crucial for camera-based deep learning algorithms to perform autonomous vehicle perception. However, manually labeling data is a time-consuming and cost-intensive process. We have developed an automated labeling pipeline as a part of the Tata Consultancy Services (TCS) artificial intelligence (AI)-based autonomous vehicle platform. This pipeline uses NVIDIA…

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