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Advantech AI Deployment Workshop

9/27/2022

Advantech AI Deployement Workshop is the online hands-on courses to help our customer conquer the challenge while deployment MIC-AI Jetson system.  The topics are selected by Advantech. We gathering all the deployment experiences in the past 2 years, the main obstacles will be listed as the topic. We invite our AI ecosystem partners to record the course step-by-step, in the online course, you can pause anytime while you do the coding at the same time. We will use MIC-710AIX embedded with NVIDIA Jetson Xavier NX as the main device for demo. Follow the guidance in the online courses, you can quickly find the way to  deployment.

1. Fast Track AI Model Adaptation With Pre-trained Model & NVIDIA TAO Toolkit

Creating an AI model from scratch requires mountains of data and an army of data scientists. Now, you can speed up the model development process with transfer learning —a popular technique that extracts learned features from an existing neural network model to a new customized one. In this course, you will learn: 

  • Introduction for NVIDIA TAO Toolkit
  • NVIDIA TAO Toolkit Demo
  • DeepStream SDK Introduction
  • DeepStream SDK Demo in Advantech MIC-710AIX  

Speakers 

Akhil Docca

Senior Product Marketing Manager at NVIDIA


Eason Hung

Solution Architect in NVIDIA

2. Booting From External Devices, Break The Storage Limit

Jetson on-Board EMMC storage sometime is not enough for your application. Because of limited EMMC storage, not all necessary files can put in EMMC which causes the system not able to boot up. Also, after you complete the software integration, it is key to deploy you image to mass production. This course will help you on booting from external device,  building a golden image, image deployment and a back solution for you to do maintenance and save system downtime. In this course, you will learn: 

  • Booting from External Devices Introduction 
  • Preparation and Setting MIC-710AIX
  • Booting up Advantech BSP from External Storage
  • Building, Reflashing, and Duplicating Golden Image

Speaker 

Jaylun Lee

Senior Application Engineer in Advantech EU B.V.


3. Remote Management: Allxon OTA and OOB Solution

Managing AI devices in large scale is the last mile in deployment. Allxon is a solution partner of NVIDIA and Advantech. Allxon enabling over-the-air (OTA) out-of-band (OOB) solution for NVIDIA Jetson. With Allxon, independent hardware vendors (IHVs) and SIs can easily tackle the challenges of managing and mass deploying image payloads onto fleets of edge devices, while instantly re-gaining remote manageability after BSP version updates. In this course, you will learn: 

  • Start Allxon with MIC-710AIX
  • Out-Of-Band (OOB) Mechanism and Process
  • Over-the-Air (OTA) Function and Process
  • Allxon plugIN: GPU Monitoring on Allxon Portal

Speaker 

Danny Chang

Customer Success Manager in Allxon