deepstream

A cross-platform video structuring (video analysis) framework based on CV models & mLLM.

Sample apps to demonstrate how to deploy models trained with TAO on DeepStream

A shared library of on-demand DeepStream Pipeline Services for Python and C/C++

This is a DeepStream application to demonstrate a human pose estimation pipeline.

🚀 High-Performance Multi-Stream Video Processing in Python with CUDA

JetYOLO：Speed through your TensorRT/Deepstream app development.

This is a highly separated deployment project based on Deepstream , including the full range of Yolo and continuously expanding deployment projects such as Ocr.

NVIDIA DeepStream SDK 8.0 / 7.1 / 7.0 / 6.4 / 6.3 / 6.2 / 6.1.1 / 6.1 / 6.0.1 / 6.0 application for YOLO-Segmentation models

Run RF-DETR on NVIDIA DeepStream

This is a face recognition app built on DeepStream reference app.

YOLOv4 accelerated wtih TensorRT and multi-stream input using Deepstream

Native GStreamer plugins that integrate SAHI (Slicing Aided Hyper Inference) into NVIDIA DeepStream for real-time small object detection in high-resolution video streams.

A Python wrapper written in C++11 for past frame tracking result metadata classes in Nvidia's DeepStream framework, providing functionality not available in the Python SDK.

DeepStream integration of Meta’s DINOv3 backbone with lightweight heads for vision tasks.

ByteTrack for DeepStream 6.4

Plug-and-Play Custom Parsers for AI Models in NVIDIA DeepStream SDK. Supported YOLOv11, D-FINE, SCRFD model.

custom payload for send nvdsanalytics message to kafka

Real-time monocular depth estimation with Depth Anything V3 and NVIDIA DeepStream 8.0.

YOLOv8 by Ultralytics in DeepStream 6.1