This repository contains the reference applications for video analytics tasks using TensorRT and DeepSTream SDK 7.1.
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.
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.
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.
Some old samples are not supported any more for different reasons. The legacy samples are moved to the legacy folder /legacy_apps.