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Projects in Awesome Lists tagged with deepstream

A curated list of projects in awesome lists tagged with deepstream .

https://github.com/sherlockchou86/videopipe

A cross-platform video structuring (video analysis) framework. If you find it helpful, please give it a star: ) 跨平台的视频结构化（视频分析）框架，觉得有帮助的请给个星星 : )

ai behaviour-analysis cv deep-learning deepstream face-recognition feature-extraction gstreamer image-classification image-enhancement image-segmentation license-plate-recognition object-detection opencv reid similarity-search video-analysis video-processing

Last synced: 14 May 2025

https://github.com/marcoslucianops/deepstream-yolo

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

cuda darknet deepstream mmyolo nvidia nvidia-deepstream-sdk object-detection paddle ppyoloe pytorch rtdetr rtmdet tensorrt ultralytics yolo

Last synced: 14 May 2025

https://github.com/marcoslucianops/DeepStream-Yolo

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

cuda darknet deepstream mmyolo nvidia nvidia-deepstream-sdk object-detection paddle ppyoloe pytorch rtdetr rtmdet tensorrt ultralytics yolo

Last synced: 19 Mar 2025

https://github.com/sherlockchou86/VideoPipe

A cross-platform video structuring (video analysis) framework. If you find it helpful, please give it a star: ) 跨平台的视频结构化（视频分析）框架，觉得有帮助的请给个星星 : )

ai behaviour-analysis cv deep-learning deepstream face-recognition feature-extraction gstreamer image-classification image-enhancement image-segmentation license-plate-recognition object-detection opencv reid similarity-search video-analysis video-processing

Last synced: 18 Mar 2025

https://github.com/triple-mu/yolov8-tensorrt

YOLOv8 using TensorRT accelerate !

deepstream detection jetson onnx pose segment tensorrt yolov8

Last synced: 14 May 2025

https://github.com/triple-Mu/YOLOv8-TensorRT

YOLOv8 using TensorRT accelerate !

deepstream detection jetson onnx pose segment tensorrt yolov8

Last synced: 18 Mar 2025

https://github.com/positive666/yolo_research

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

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

Last synced: 07 Oct 2025

https://github.com/guojianyang/cv-detect-robot

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

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

Last synced: 06 Mar 2026

https://github.com/openhackathons-org/gpubootcamp

This repository consists for gpu bootcamp material for HPC and AI

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

Last synced: 27 Mar 2025

https://github.com/nvidia-ai-iot/deepstream_tao_apps

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

deepstream dssd retinanet tensorrt tlt-model yolov3

Last synced: 28 Jun 2025

https://github.com/NVIDIA-AI-IOT/deepstream_tao_apps

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

deepstream dssd retinanet tensorrt tlt-model yolov3

Last synced: 19 Mar 2025

https://github.com/nvidia-ai-iot/deepstream_pose_estimation

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

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

Last synced: 28 Jun 2025

https://github.com/marcoslucianops/deepstream-yolo-pose

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

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

Last synced: 10 Apr 2025

https://github.com/positive666/deepstream_project

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

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

Last synced: 08 Sep 2025

https://github.com/nvidia-ai-iot/ros2_deepstream

ROS 2 package for NVIDIA DeepStream applications on Jetson Platforms

deep-learning deepstream eloquent jetson real-time robotics ros2

Last synced: 05 Mar 2026

https://github.com/marcoslucianops/deepstream-yolo-face

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

deepstream face-detection nvidia nvidia-deepstream-sdk pytorch tensorrt ultralytics yolo yolov5 yolov7 yolov8

Last synced: 02 Aug 2025

https://github.com/marcoslucianops/deepstream-yolo-seg

NVIDIA DeepStream SDK 6.3 / 6.2 / 6.1.1 / 6.1 / 6.0.1 / 6.0 implementation for YOLO-Segmentation models

deepstream nvidia nvidia-deepstream-sdk object-detection pytorch tensorrt ultralytics yolo yolov5 yolov7 yolov8

Last synced: 22 Apr 2025

https://github.com/zhouyuchong/face-recognition-deepstream

Deepstream app use retinaface and arcface for face recognition.

arcface deepstream face-recognition retinaface

Last synced: 21 Apr 2025

https://github.com/mrtj/pyds_tracker_meta

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 nvidia object-tracking pybind11

Last synced: 17 Aug 2025

https://github.com/kingardor/yolov8-deepstream-6-1

YOLOv8 by Ultralytics in DeepStream 6.1

deepstream gstreamer object-detection tensorrt yolov8

Last synced: 21 Apr 2025

https://github.com/zaigie/stream-infer

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

deep-learning deepstream inference machine-learning opencv real-time-analytics streaming-framework streamlit-webapp

Last synced: 28 Jul 2025

https://github.com/enigmacurry/cycle-deepstream

Cycle.js driver for deepstream.io

cyclejs deepstream

Last synced: 06 Apr 2025

https://github.com/phillippohlandt/deepstream-turn-based-game-demo

Simple example on how to create a turn based game with deepstream.io.

deepstream game realtime

Last synced: 13 Apr 2025

https://github.com/currency-one/deepstream-ruby

deepstream.io ruby client

deepstream ruby

Last synced: 15 Sep 2025

https://github.com/jocover/deepstream-people-flow-mqtt

people flow analysis + MQTT for jetson nano

deepstream jetson mqtt-client

Last synced: 10 Apr 2025

https://github.com/seieric/gst-dsobjectsmosaic

📀NVIDIA DeepStream integrated GStreamer Plugin. It can blur objects with cuda cores on Jetson boards. Fast and smooth since everything is done on NVMM.🏎

cuda-programming deepstream gstreamer gstreamer-plugins jetson-agx-orin jetson-agx-xavier jetson-tx1 jetson-tx2 jetson-xavier jetson-xavier-nx nvidia-jetson nvidia-jetson-nano opencv opencv4

Last synced: 15 Jul 2025

https://github.com/quangdungluong/DeepStream-YOLOv11

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

deepstream nvidia nvidia-deepstream-sdk ultralytics yolov11

Last synced: 17 Oct 2025

https://github.com/umr-ds/birdedge-os

open-source software solution for bird song recognition at the network edge

birdsong deepstream jetson-nano recognition

Last synced: 17 Oct 2025

https://github.com/screamz/warp-prism-kernel

Modern backend framework on top of Deepstream.io

backend deepstream framework javascript

Last synced: 27 Mar 2025

https://github.com/kamerk22/deepstream-rethinkdb-location-demo

Using Deepstream.io and rethinDB to build location based demo

deepstream deepstreamhub location pubsub reactjs real-time rethinkdb

Last synced: 12 Jan 2026

https://github.com/parlaynu/inference-onnx

Export PyTorch to ONNX and run inference in containerized environments.

deepstream docker gstreamer jetson-nano nvargus nvidia-gpu onnx onnxruntime picamera2 python pytorch pyzmq raspberry-pi-4 zeromq

Last synced: 13 Apr 2025

https://github.com/pabsan-0/libnvds_mqtt_proto

Protocol library for integrating MQTT into NVIDIA Deepstream 6.1

deepstream mqtt repos-gstreamer

Last synced: 22 Apr 2025

https://github.com/backnotprop/deepgame

realtime shooter game used for learning

deepstream multiplayer real-time

Last synced: 14 Oct 2025

https://github.com/alexander-pv/inference-gstreamer

Samples of Python and C GStreamer pipelines with NVIDIA DeepStream modules

deepstream gstreamer

Last synced: 25 Mar 2025

https://github.com/nkaaf/pyds-stubs

Typing stubs for NVIDIA DeepStream Python Bindings

deepstream nvidia pyds stubs

Last synced: 16 Jan 2026

https://github.com/pabsan-0/yolov8-orin

Sample workspace to quickly deploy yolo models on NVIDIA orin

deepstream docker jetson ultralytics yolov4 yolov5

Last synced: 17 Mar 2025

https://github.com/enigmacurry/deepstream.io-storage-cassandra

Cassandra storage connector for deepstream.io

cassandra deepstream

Last synced: 15 Jul 2025

https://github.com/parlaynu/pi-multicapture

Record images from multiple picamera2/nvargus cameras on a central storage server.

argus-camera deepstream gstreamer jetson-nano libcamera picamera2 pyzmq raspberry-pi zeromq

Last synced: 23 Mar 2025

https://github.com/parlaynu/jetson-camcal

Tools using OpenCV to calibrate a Jetson Nano camera to correct for geometric distortions.

deepstream gstreamer jetson-nano nvidia nvidia-jetson-nano opencv opencv-python

Last synced: 15 Jun 2025

https://github.com/nadilas/ds-orpc-java

Deepstream.io object based RPC handler extension including session handling and server-to-client callback using protocol-buffers.

callback consumer deepstream kotlin object-oriented protobuf-definitions protocol-buffers rpc session

Last synced: 30 Aug 2025

https://github.com/seieric/gst-dsobjectsmask

📀NVIDIA DeepStream integrated GStreamer Plugin. Mask objects with cuda cores on Jetson boards. Fast and smooth since everything is done on NVMM.🏎

cuda cuda-programming deepstream gpu gstreamer gstreamer-plugins instance-segmentation jetson-agx-orin jetson-agx-xavier jetson-tx1 jetson-tx2 jetson-xavier maskrcnn nvidia-jetson nvidia-jetson-nano opencv opencv4 resnet resnet50

Last synced: 23 Mar 2025

https://github.com/gregwhitaker/deepstream-rpc-example

Example of using DeepStream for Microservices RPC

deepstream deepstreamhub deepstreamio microservice rpc rpc-framework

Last synced: 25 Jun 2025

https://github.com/renatomaynard/deepstream-multistream-layouts

Multi-camera DeepStream reference with dynamic layouts (mosaic, PiP, focus view), zero-copy paths, and latency-optimized settings. Includes config examples and layout switching without pipeline teardown.

ai application computer-vision deepstream detection gstreamer gstreamer-python multistream multistreaming real-time rtsp-stream rtsp-stream-viewer tensorrt tensorrt-inference yolo yolo11

Last synced: 24 Feb 2026

https://github.com/josugoar/portaera

Evaluation of the Jetson Nano on the Analysis of Risk Patterns in Multimodal Traffic Intersections

deepstream mapbox

Last synced: 24 Jan 2026