Thomas Tang – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2024-12-12T19:35:22Z http://www.open-lab.net/blog/feed/ Thomas Tang <![CDATA[Scaling Action Recognition Models with Synthetic Data]]> http://www.open-lab.net/blog/?p=91593 2024-12-12T19:35:22Z 2024-12-03T18:36:55Z Action recognition models such as PoseClassificationNet have been around for some time, helping systems identify and classify human actions like walking,...]]>

Action recognition models such as PoseClassificationNet have been around for some time, helping systems identify and classify human actions like walking, waving, or picking up objects. While the concept is well-established, the challenge lies in building a robust computer vision model that can accurately recognize the range of actions across different scenarios that are domain- or use case…

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Thomas Tang <![CDATA[Enhance Multi-Camera Tracking Accuracy by Fine-Tuning AI Models with Synthetic Data]]> http://www.open-lab.net/blog/?p=84692 2024-07-25T18:19:09Z 2024-07-10T16:00:00Z Large-scale, use�Ccase-specific synthetic data has become increasingly important in real-world computer vision and AI workflows. That��s because digital twins...]]>

Large-scale, use–case-specific synthetic data has become increasingly important in real-world computer vision and AI workflows. That’s because digital twins are a powerful way to create physics-based virtual replicas of factories, retail spaces, and other assets, enabling precise simulations of real-world environments. NVIDIA Isaac Sim, built on NVIDIA Omniverse, is a fully extensible…

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