LiuFG / deepstream_reference_apps

Samples for TensorRT/Deepstream for Tesla & Jetson

Reference Apps for Video Analytics using TensorRT 5 and DeepStream SDK 3.0

This repository contains the reference applications for video analytics tasks using TensorRT and DeepSTream SDK 3.0.

Getting Started

We currently provide four different reference applications:

For further details, please see each project's README.

CaffeMNIST : README

Yolo : README

Yolo is used to demonstrates object detection application.
The sample output from Deepstream yolo application is shown below.

Anomaly Detection : README

The project contains auxiliary plug-ins to show the capability of Deepstream SDK in anomaly detection.

SENet : README

SENet is used to demonstrates secondary inference on detected objects.
The sample output from Deepstream senet application is shown below.