Reference Apps using DeepStream 8.0

This repository contains the reference applications for video analytics tasks using TensorRT and DeepSTream SDK 8.0.

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.

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.

MaskTracker: README

This sample app demonstrates DeepStream MaskTracker for multi-object tracking and segmentation using SAM2.

Single-View 3D Tracking: README

The sample app demonstrates single-view 3D tracking with DeepStream multi-object tracking to reconstruct 3D human model in world coordinates under occlusion.

Multi-View 3D Tracking: README

The samples demonstrate multi-view 3D tracking in DeepStream, a distributed, real-time framework designed for large-scale, calibrated camera networks.

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.

Video Buffers sharing between pipelines through IPC: README

This sample demonstrates how to share video buffers over IPC and how to change output video buffers.

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.