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.

Note that this repo only works for DeepStream 3.0.

Getting Started

We currently provide four different reference applications:

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

CaffeMNIST : README

Yolo : Yolo has been removed since Yolo is natively supported from Deepstream 4.0

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.