Osprey is a dynamic, multi-stream video analytics platform built on NVIDIA DeepStream 8.0. Add and remove RTSP/file sources at runtime via REST API — each stream gets GPU-accelerated inference (YOLO-det, YOLO-seg, or RT-DETR), multi-object tracking, and an independent RTSP output with zero downtime

streaming com nvidia deepstream gstreamer-pipeline deepstream-python

• Updated Jul 23, 2026
• Python

The Purpose of this repository is to create a DeepStream/Triton-Server sample application that utilizes yolov7, yolov7-qat, yolov9 models to perform inference on video files or RTSP streams.

deepstream triton-inference-server deepstreamsdk triton-server yolov7 deepstream-python deepstream-python-apps yolov9

• Updated Apr 1, 2024
• Python

Guide to set up DeepStream pyds and run an RTSP pipeline in Python. Note: NVIDIA Smart Recording isn’t in official Python bindings and is supported only in C++. This repo includes a compatible wheel and tweaks so you can install it easily and enable Smart Recording from Python.

python computer-vision yolo deepstream deepstream-python deepstream-python-apps smart-recording smart-video-record smart-record-deepstream

• Updated Nov 13, 2025
• C++

Sample face-recognition app using Deepstream 6.0.1 with FaceNet on Jetson Nano (L4T Jetpack 4.6.1)

docker face-recognition deepstream jetson-nano deepstream-python

• Updated Dec 3, 2022
• Jupyter Notebook

This repository provides a custom implementation of parsing function to the Gst-nvinferserver plugin when use YOLOv7/YOLOv9 model served by Triton Server using the Efficient NMS plugin exported by ONNX.

deepstream deepstreamsdk yolov7 deepstream-python deepstream-python-apps yolov9

• Updated Jun 9, 2024
• C++

Drop-in cv2.VideoCapture replacement with a selectable decode backend (CPU, CUDA/NVDEC, OpenCV, or DeepStream) for RTSP and file streams.

opencv computer-vision rtsp gstreamer cuda deepstream nvdec gstreamer-pipeline deepstream-python

• Updated Jun 30, 2026
• Python

CoBaoHieu Master Computer Science's Thesis

computer-science computer-vision thesis master-thesis microsoft-word qrcode pyqt5 computer face-recognition dlib-face-recognition jetson-nano yolov4 deepstream-python

• Updated Oct 13, 2023
• Python