deepstream

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

pytorch object-detection deepstream attention-mechanism yolov5 swintransformer yolov7 custom-networ yolov8

UpdatedFeb 20, 2026
Python

anilsathyan7 /Portrait-Segmentation

Star661

Real-time portrait segmentation for mobile devices

android tensorflow keras deeplearning deepstream deeplab jetson-tx2 portrait-matting opencv-dnn mobilenetv2 tensorflow-lite tensorflowjs unet-image-segmentation int8-inference edge-ai portrait-segmentation mediapipe color-harmonization coral-tpu gpu-delegate

UpdatedJan 17, 2021
Jupyter Notebook

openhackathons-org /gpubootcamp

Star547

This repository consists for gpu bootcamp material for HPC and AI

data-science machine-learning deep-learning hpc gpu openmp mpi cuda deepstream openacc rapidsai ai4hpc

UpdatedNov 2, 2023
Jupyter Notebook

guojianyang /cv-detect-robot

Star536

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

detection ros nvidia yolo deepstream nvidia-docker tensorrt ros1 deepsort yolov5 tensorrt-engine yolox yolox-nano

UpdatedSep 15, 2022
Python

NVIDIA-AI-IOT /deepstream_tao_apps

Star440

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

deepstream tensorrt retinanet yolov3 dssd tlt-model

UpdatedNov 4, 2025
C++

prominenceai /deepstream-services-library

Star336

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

python ai computer-vision deep-learning gstreamer inference nvidia object-detection deepstream xavier jetson nvidia-gpu edge-computing video-analytics yolov4 yolov5 nvidia-deepstream-sdk multiobject-tracking yolo8

UpdatedMar 17, 2025
C++

NVIDIA-AI-IOT /deepstream_pose_estimation

Star297

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

real-time computer-vision tesla deepstream human-pose-estimation jetson tensorrt

UpdatedJun 27, 2024
C++

lmk123568 /PyVideoProc

Star222

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

video ai ffmpeg cv cuda yolo deepstream nvcodec ultralytics

UpdatedFeb 13, 2026
C++

marcoslucianops /DeepStream-Yolo-Pose

Star153

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-Pose models

pytorch nvidia yolo object-detection deepstream pose-estimation tensorrt ultralytics nvidia-deepstream-sdk yolov8

UpdatedOct 13, 2025
Python

ml6team /deepstream-python

Star146

NVIDIA Deepstream 6.1 Python boilerplate

python boilerplate deep-learning object detection nvidia segmentation object-detection deepstream re-identification tensorrt anonymization edge-computing deepsort yolov4

UpdatedNov 15, 2023
Python

Seeed-Projects /reComputer-Jetson-for-Beginners

Star123

Beginner's Guide to reComputer Jetson

nlp application ai robotics examples guide cv cuda ml nvidia deepstream tao beginner-friendly jetson tensorrt llm generative-ai recomputer

UpdatedOct 13, 2025
Python

positive666 /Deepstream_Project

Star123

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

ocr face-recognition object-detection deepstream tensorrt crnn onnx arcface yolov3 dbnet facenet-model centerface yolov5