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Reference Apps using DeepStream 7.0

This repository contains the reference applications for video analytics tasks using TensorRT and DeepSTream SDK 7.0.

Getting Started

We currently provide three different reference applications:

Preferably clone this project in /opt/nvidia/deepstream/deepstream/sources/apps/sample_apps/

To clone the project in the above directory, sudo permission may be required.

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

back-to-back-detectors : README

The project shows usage of 2 detectors in cascaded mode sample back-to-back-detectors output

Anomaly Detection : README

The project contains auxiliary dsdirection plugin to show the capability of DeepstreamSDK in anomaly detection. sample anomaly output

Runtime Source Addition Deletion: README

The project demonstrates addition and deletion of video sources in a live Deepstream pipeline.

Body Pose 3D: README

The project demonstrates usage of Body Pose 3D model in Deepstream application sample anomaly output

Single-View 3D Tracking: README

The sample demostrates usage of single-view 3D tracking with DeepStream nvtracker. sample 3D tracking output

Retail Analytics: README

The project shows real-time Intelligent Video Analytics (IVA) in a brick and mortar retail environment.