AWS Panorama - Building Edge Computer Vision (CV) Applications

Course Description

AWS Panorama is a service that brings computer vision (CV) to your on-premises camera network. You install the AWS Panorama Appliance or another compatible device in your data center, register it with AWS Panorama, and deploy CV applications from the cloud.

In this course, you will learn why AWS Panorama is useful for business and how to build edge applications powered by it. You will also walk through a typical application development workflow.

‐      Course level: Intermediate

‐      Duration: 1 hour­­ 30 minutes

Activities

This course includes presentations, graphics, and a development workflow walk-through.

Course objectives

In this course, you will learn to do the following:

‐      Explain the usefulness of AWS Panorama to your business.

‐      Describe the fundamentals of CV.

‐      Describe the challenges of CV applications at the edge.

‐      Understand the performance and accuracy trade-off of machine learning models.

‐      Explain the key components of an AWS Panorama application.

‐      Describe the steps involved in the development workflow.

Intended audience

This course is intended for the following:

‐      Software developers interested in building CV applications at the edge

Prerequisites

‐      1+ years of software development experience in Java or Python

‐      AWS Technical Essentials

Course outline

‐      Introduction to AWS Panorama

‐      Essentials of Computer Vision for the Edge

‐      How to Build AWS Panorama Applications

‐      Setting Up AWS Panorama Demo Resources

‐      Object Detection

‐      Object Tracking

‐      Deleting the Resources Used for this Course

‐      Learn More