NVIDIA-AI-IOT/deepstream_python_apps

Some data may be outdated — see provenance labels.

DeepStream SDK Python bindings and sample applications observed · 2026-09-23

github.com/NVIDIA-AI-IOT/deepstream_python_apps · Jupyter Notebook · NOASSERTION (other) observed · 2026-09-23

Health v2 · maintenance only

53/100

Activity 67
Release rhythm 8
Longevity 100

Flags: no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-22. Adoption (stars, forks) is never an input.

gap_med: n/a
age_days: 2549
days_rel: 401
days_push: 203
n_releases_24m: 1

Full methodology

Adoption not part of the score

1893 stars · 535 forks observed · 2026-09-23

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Python bindings and sample applications for NVIDIA's DeepStream SDK, built with Pybind11 and Gst Python for constructing video analytics pipelines. It provides access to DeepStream metadata and a collection of example apps for AI-powered video processing on NVIDIA hardware.

Use cases

build video analytics pipelines in python with deepstream
run object detection on rtsp camera streams on jetson
access deepstream metadata from python
process video with nvidia gpu inference in gstreamer
learn deepstream through sample applications
build custom python bindings for deepstream metadata structures

When to choose

you use NVIDIA DeepStream SDK and want to build pipelines in Python
you need Python access to DeepStream metadata on Ubuntu with NVIDIA GPUs or Jetson
you want reference sample apps for DeepStream video analytics

When to avoid

you need a supported pip wheel - bindings are deprecated from DeepStream 9.0 onward
you are not on Ubuntu 24.04 with DeepStream 9.0 and Python 3.12
you want a pure-Python video framework without NVIDIA hardware dependencies

Facets

library · maturity maintenance

computer-vision video-processing machine-learning sdk developer-tools computer-vision artificial-intelligence developer-tools iot python embedded deepstream gstreamer nvidia python-bindings video-analytics pybind11 sample-applications video linux gpu

1 source

readme: https://github.com/NVIDIA-AI-IOT/deepstream_python_apps · fetched 2026-09-23 · 9681bbaa1c97

Member repositories

Repository	Role	Health v2
NVIDIA-AI-IOT/deepstream_python_apps	main	53

For agents

markdown · JSON · MCP: product_card(name="NVIDIA-AI-IOT/deepstream_python_apps")

Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem