AWS Panorama - Building Edge Computer Vision (CV) Applications

Overview

AWS Panorama: Empowering Edge CV Application Development

Leverage the power of AWS Panorama to integrate computer vision into your existing on-premises camera network. Discover how to utilize AWS Panorama by installing an appliance or compatible device within your data center, seamlessly registering it with AWS Panorama, and effectively deploying computer vision applications directly from the cloud.

This comprehensive course is designed to elucidate the benefits of AWS Panorama for businesses, guiding participants on how to construct robust edge applications. Attendees will be taken through the entire application development process, acquiring knowledge at an intermediate level over a duration of 1 hour and 30 minutes.

Engage in a variety of instructional methods including presentations, detailed graphics, and an in-depth development workflow walk-through to solidify your understanding.

Key Learning Outcomes:

• Articulate the business benefits of leveraging AWS Panorama.
• Grasp fundamental concepts of computer vision.
• Address common challenges in edge CV applications.
• Balance performance and accuracy in machine learning models.
• Identify essential components of AWS Panorama applications.
• Navigate through a typical development workflow with ease.

Intended Audience:

This course is tailored for software developers keen on crafting computer vision applications at the edge, providing them with the necessary tools and knowledge to excel.

Prerequisites:

• A minimum of 1 year of software development experience, particularly in Java or Python.
• An understanding of AWS Technical Essentials.

Course Outline:

• Introduction to AWS Panorama.
• Computer Vision Essentials for Edge Applications.
• Developing Applications with AWS Panorama.
• Setting Up Demo Resources for AWS Panorama.
• Techniques in Object Detection and Tracking.
• Resource Management Post-Course.
• Additional Learning Resources.

Provider: AWS Skill Builder. Categories include Python Courses, Computer Vision Courses, Software Development Courses, Java Courses.

Syllabus

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