Deepstream Python

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.