Using Vision-based Applications with AMD Kria ONLINE WORKSHOP

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Using Vision-based Applications with AMD Kria ONLINE WORKSHOP

Standard Level - 2 sessions (4 hours per session including breaks)

With thanks to AMD for sponsoring this workshop:
It is available to attend FREE OF CHARGE (Usual price $990)

Please contact us for further details »

This workshop will help you learn about the Kria™ System-on-Module (SOM) and Kria KV260 Vision AI Starter Kit from AMD.

It will enable you to accelerate vision-based applications using the KV260 Starter Kit right out of the box without any installation or FPGA knowledge.

The workshop also provides information on how you can build your own hardware and software components, customize an AI model, and perform benchmarking. In addition, design guidelines for developing your own carrier card are covered.

The emphasis of this course is on:
▪ Providing an overview of the Kria K26 SOM from AMD and its advantages
▪ Providing an overview of the Kria KV260 Vision AI Starter Kit from AMD and how to get started with the kit
▪ Running accelerated applications, such as the Smart Camera, AI Box, and Defect Detection applications, using the kit
▪ Running the NLP SmartVision demo application using the kit
▪ Building the hardware and software design components from scratch
▪ Customizing the AI models used in the applications
▪ Reviewing the design guidelines for developers to design their own carrier card.

Who should attend & pre-requisites

Software and AI developers who want to get started with using AMD Kria SOMs

What will I need?

The workshop has been created to be accessible by a wide audience with standard technology requirements.

If you have not attended a Doulos workshop or webinar before, you can check your connection with the meeting service here »

What you will learn & agenda

After completing this comprehensive training, you will have the necessary skills to:

Describe the Kria K26 SOM and its advantages
Describe the features and capabilities of the KV260 Vision AI Starter Kit carrier card
Get started with the Vision AI Starter Kit
Deploy vision-based applications, such as the Smart Camera, AI Box, Defect Detection, and NLP SmartVision applications, using the kit
Build the hardware and software design components from scratch
Customize the AI models used in the applications
Design your own carrier card

Workshop Outline

AMD Kria System-on-Module (SOM) Overview
Introduces the AMD Kria K26 SOM and describes its advantages. Also outlines the features, functional interfaces, mechanical, and thermal aspects of the SOM. {Lecture}
AMD Kria KV260 Vision AI Starter Kit Overview
Provides an overview of the AMD Kria KV260 Vision AI Starter Kit, its features, and interfaces. The boot devices, heat sink, firmware, and power-on sequence for the kit are also described. {Lecture}
Getting Started with the Vision AI Starter Kit
Covers how the initial board setup looks like and how to set up the SD card, make the necessary connections with the kit, and boot the kit. Also shows how to use the platform management utility to install, select, and deploy different applications. {Lecture, Demos}
Introduction to Vitis Video Analytics SDK (VVAS)
Provides an overview of the Vitis Video Analytics SDK (VVAS) technology and its core components. {Lecture}
Accelerating Applications with the KV260 Vision AI Starter Kit
Describes the top-level block diagram and pipeline stages for different accelerated applications, such as the Smart Camera, AI Box, Defect Detection, NLP SmartVision applications. Also demonstrates how to deploy these applications using the KV260 Starter Kit. {Lecture, Demos, Labs}
Note: For instructor-led training, the "Running the Demo Application with the Kria KV260 Starter Kit" lab is optional.
Building the Hardware and Software Design Components
Illustrates how the hardware and software design components are built from scratch for an accelerated application. {Lecture, Lab}
Customizing the AI Models
Shows how to customize the AI models used in the accelerated applications. {Lecture}
Kria SOM Carrier Card Design Guide
Outlines the electrical, mechanical, firmware, thermal, and power-on configuration design considerations that must be addressed as part of designing a AMD SOM-compatible carrier card.

What's the timetable?

This workshop is delivered in 2 half-day sessions of interactive training comprising presentations with Q&A.

Each session duration is up to 5 hours including breaks
Start times:
- Europe and Asia Time Zones:
  0830 BST | 0930 CEST | 1300 India (IST)
- Americas Time Zones:
  0830 PDT | 1030 CDT | 1130 EDT
There are no specific hardware requirements for this training please check your connection with GoToWebinar if you have not used it to attend a Doulos event before.

What does it cost?

FREE OF CHARGE sponsored by AMD

Please contact us for further details »

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Using Vision-based Applications with AMD Kria ONLINE WORKSHOP

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