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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.

DS3 Workflow

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.

sample output

Anomaly Detection : README

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

SENet : README

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

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