Fangyu Li – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2024-05-15T17:15:51Z http://www.open-lab.net/blog/feed/ Fangyu Li <![CDATA[Mitigating Occlusions in Visual Perception Using Single-View 3D Tracking in NVIDIA DeepStream]]> http://www.open-lab.net/blog/?p=81786 2024-05-15T17:15:51Z 2024-05-08T16:00:00Z When it comes to perception for Intelligent Video Analytics (IVA) applications such as traffic monitoring, warehouse safety, and retail shopper analytics, one...]]>

When it comes to perception for Intelligent Video Analytics (IVA) applications such as traffic monitoring, warehouse safety, and retail shopper analytics, one of the biggest challenges is occlusions. People may move behind structural obstacles, retail shoppers may not be fully visible due to shelving units, and cars may be hidden behind large trucks, for example. This post explains how the…

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Fangyu Li <![CDATA[State-of-the-Art Real-time Multi-Object Trackers with NVIDIA DeepStream SDK 6.2]]> http://www.open-lab.net/blog/?p=62929 2023-04-20T21:08:31Z 2023-04-19T17:52:08Z When you observe something over a period of time, you can find trends or patterns that enable predictions. With predictions, you can, for example, proactively...]]>

When you observe something over a period of time, you can find trends or patterns that enable predictions. With predictions, you can, for example, proactively alert yourself to take appropriate action. More specifically, when you observe moving objects, the trajectory is one of the most important ways to understand the target object behavior, through which you can gain actionable insights…

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