Overview

The NVIDIA Deepstream 6.1 Python boilerplate is a repository that provides a starting point for building pipelines in Python using the Deepstream 6.1 SDK. It includes a base Pipeline class and several custom pipeline subclasses for performing various video analytics tasks.

Features

Base Pipeline class for all pipelines with object detection and tracking capabilities.
Anonymization pipeline that blurs objects belonging to a set of target classes.
Semantic segmentation pipeline.
People tracking and re-identification feature extraction pipeline.

Summary

The NVIDIA Deepstream 6.1 Python boilerplate provides a convenient starting point for building video analytics pipelines in Python using the Deepstream 6.1 SDK. It includes a base Pipeline class with object detection and tracking capabilities, as well as several custom pipeline subclasses for performing tasks such as anonymization, semantic segmentation, and people tracking with re-identification. By following the installation guide, users can easily set up the necessary environment and start building their own video analytics systems using NVIDIA Deepstream.

Ml6team

Deepstream Python