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

UpdatedMar 22, 2025
Python

anilsathyan7 /Portrait-Segmentation

Star645

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

insight-platform /Savant

Star631

Python Computer Vision & Video Analytics Framework With Batteries Included

opencv machine-learning video computer-vision deep-learning cuda nvidia yolo object-detection deepstream tensorrt inference-engine instance-segmentation edge-computing peoplenet nvidia-deepstream-sdk yolov5-face yolov8 yolov8-face

UpdatedMar 19, 2025
Python

openhackathons-org /gpubootcamp

Star532

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

Star525

🔥🔥🔥🔥🔥🔥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

Star399

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

deepstream tensorrt retinanet yolov3 dssd tlt-model

UpdatedFeb 26, 2025
C

prominenceai /deepstream-services-library

Star297

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

Star294

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++

ml6team /deepstream-python

Star136

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

marcoslucianops /DeepStream-Yolo-Pose

Star134

NVIDIA DeepStream SDK 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

UpdatedJul 16, 2024
C

positive666 /Deepstream_Project

Star121

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