NVIDIA-AI-IOT/deepstream_python_apps
DeepStream SDK Python bindings and sample applications observed · 2026-08-28
Health v2 · maintenance only
59/100
- Activity 75
- Release rhythm 15
- Longevity 100
Flags: no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: 332
- age_days: 2500
- days_rel: 352
- days_push: 154
- n_releases_24m: 2
Adoption not part of the score
1881 stars · 537 forks observed · 2026-08-28
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 2026-08-28 · 9681bbaa1c97
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| NVIDIA-AI-IOT/deepstream_python_apps | main | 59 |
For agents
markdown · JSON · MCP: product_card(name="NVIDIA-AI-IOT/deepstream_python_apps")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem