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By nvidia

deepstream-dev

nvidia2.3k installs

Build video analytics pipelines with DeepStream.

What it does

Guides agents in building Python video analytics pipelines with inference, visualization, and requested tracking or messaging.

When to use it

Use when developing video analytics, GStreamer video processing, TensorRT inference, detection and tracking, or message broker integration.

How to use it

It changes how the agent develops DeepStream pipelines, requiring minimal implementations with only the components the user requests.

What you provide

  • An existing project

Latest review

What you need · 8

Requires the DeepStream SDK installation; the instructions rely on its system-installed Python API and wheel directory.

Uses Python to develop pipelines through the pyservicemaker API.

Requires the system-installed pyservicemaker API; a project virtual environment must also install its DeepStream wheel.

Lists GStreamer 1.24.2 as an SDK requirement.


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