Popular GitHub Repositories for Deepstream

NVIDIA DeepStream SDK 7.1 / 7.0 / 6.4 / 6.3 / 6.2 / 6.1.1 / 6.1 / 6.0.1 / 6.0 / 5.1 implementation for YOLO models

based on yolo-high-level project (detect\pose\classify\segment\):include yolov5\yolov7\yolov8\ core ,improvement research ,SwintransformV2 and Attention Series. training skills, business customization, engineering deployment C

Python Computer Vision & Video Analytics Framework With Batteries Included

Real-time portrait segmentation for mobile devices

yolo model qat and deploy with deepstream&tensorrt

This repository consists for gpu bootcamp material for HPC and AI

??????Docker NVIDIA Docker2 YOLOV5 YOLOX YOLO Deepsort TensorRT ROS Deepstream Jetson Nano TX2 NX for High-performance deployment(高性能部署)

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

NVIDIA DeepStream SDK 6.3 / 6.2 / 6.1.1 / 6.1 / 6.0.1 / 6.0 application for YOLO-Pose models

NVIDIA Deepstream 6.1 Python boilerplate

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

yolov5, yolov8, segmenations, face, pose, keypoints on deepstream

Deepstream app use retinaface and arcface for face recognition.

This repository serves as an example of deploying the YOLO models on Triton Server for performance and testing purposes

A Nvidia partnership project of a autonomous car MVP using Jetbot and other Nvidia tools for HPC and Transfer Learning

NVIDIA DeepStream SDK

Video streaming inference framework, integrating image algorithms and models for real-time/offline video structuring, lightweight NVIDIA DeepStream. 视频流式推理框架，结合图像算法和模型进行实时/离线视频结构化，轻量版 NVIDIA DeepStream

Training material covering a brief introduction to the Jetson Nano hardware, software stack, deep learning basics, TensorRT, TensorFlow-TensorRT integration, Deepstream and a full hands-on walkthrough

Export PyTorch to ONNX and run inference in containerized environments.