Lightlines
By nvidia

deepstream-import-vision-model

nvidia2.3k installs

Your object detector, benchmarked in DeepStream.

What it does

Imports an object-detection model into an NVIDIA DeepStream pipeline and produces inference engines, benchmarks, and a PDF report.

When to use it

Use when bringing a supported HuggingFace or NVIDIA NGC object-detection model into DeepStream; other model architectures are outside its scope.

How to use it

Choose the default detector or supply a custom model source; it then builds a DeepStream pipeline and writes benchmark reports into the working directory.

Uses

Good to know

  • acts without asking

Latest review

What you need · 4

Requires Docker with GPU access; Windows requires Docker Desktop with the WSL2 backend.

Requires the NVIDIA driver on the host.


Access · 4

This skill

HuggingFace

Read

Downloads models from Hugging Face

NVIDIA NGC

Read

Downloads models from NVIDIA NGC