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Tutorial - Jetson Platform Services

Jetson Plaform Services (JPS) provide a platform to simplify development, deployment and management of Edge AI applications on NVIDIA Jetson. JPS is a modular & extensible architecture for developers to distill large complex applications into smaller modular microservice with APIs to integrate into other apps & services. At its core are a collection of AI services leveraging generative AI, deep learning, and analytics, which provide state of the art capabilities including video analytics, video understanding and summarization, text based prompting, zero shot detection and spatio temporal analysis of object movement.

VLM Workflow VLM Alert Workflow built with JPS

What you need

  1. One of the following Jetson devices:

    Jetson AGX Orin (64GB) Jetson AGX Orin (32GB) Jetson Orin NX (16GB) Jetson Orin Nano (8GB)

  2. Running one of the following versions of JetPack :

    JetPack 6 (L4T r36.x)

  3. Sufficient storage space (preferably with NVMe SSD).

To get started with Jetson Platform Services, follow the quickstart guide to install and setup JPS. Then explore the reference workflows to learn how to use DeepStream, Analytics, Generative AI and more with JPS:

1) Quick Start Guide
2) AI Powered Network Video Recorder
3) Zero Shot Detection with NanoOWL
4) Visual Language Model Alerts

The reference workflows demonstrate how to use the microservices provided in JPS to build full end to end systems on your Jetson.

JPS VLM Workflow VLM Alert Workflow Architecture

View the links below to learn more about Jetson Platform Services:
VLM Alert Blog
JPS Product Page
JPS Documentation
VLM Alert Demo Video