Intelligent Transportation Systems (ITS) applications are becoming increasingly valuable and prevalent in modern urban environments. The benefits of using ITS applications include: Importantly, these systems need to process information at the edge for reliable bandwidth, privacy, real-time analytics, and more. This post explains how to use the new Jetson Platform Services from…
]]>Providing computer vision in the cloud and at scale is a complex task. Fyma, a computer vision company, is tackling this complexity with the help of NVIDIA DeepStream. A relatively new company, Fyma turns video into data–more specifically, movement data in physical space. The Fyma platform consumes customers’ live video streams all day, every day, and produces movement events (someone…
]]>Detecting objects in high-resolution input is a well-known problem in computer vision. When a certain area of the frame is of interest, inference over the complete frame is unnecessary. There are two ways to solve this issue: In many ways, the first approach is difficult. Training a model with large input often requires larger backbones, making the overall model bulkier.
]]>DeepStream SDK 6.0 is now available for download. A powerful AI streaming analytics toolkit, DeepStream helps developers build high-performance, low-latency, complex, video analytics applications, and services. This release introduces Graph Composer, a new low-code programming tool that enhances the DeepStream user experience. DeepStream and Graph Composer abstract the low-level…
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