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Reference Apps using DeepStream 7.1

This repository contains the reference applications for video analytics tasks using TensorRT and DeepSTream SDK 7.1.

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.

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.

Single-View 3D Tracking: README

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

Parallel Multiple Models Inferencing: README

The project demonstrate how to implement multiple models inferencing in parallel with DeepStream APIs.

Bodypose 3D Model Inferencing: README

The sample demonstrate how to customize the multiple input layers model preprocessing and the customization of the bodypose 3D model postprocessing. Bodypose 3D sample output

Legacy DeepStream Reference Samples

Some old samples are not supported any more for different reasons. The legacy samples are moved to the legacy folder /legacy_apps.