Using Vision-based Applications with the Kria SOM (System-on-Module)

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Using Vision-based Applications with the Kria KV260 Vision AI Starter Kit & System-on-Module (SOM)

COURSE CODE: SOM-VISION

This course will help you learn about the Kria System-on-Module (SOM) and Kria KV260 Vision AI Starter Kit, enabling you to accelerate vision-based applications using the KV260 Starter Kit right out of the box without any installation or FPGA knowledge. The course 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 and its advantages
  • Providing an overview of the Kria KV260 Vision AI Starter Kit 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 with the PetaLinux and Ubuntu images
  • 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

Click here for more information from about the AMD Kria SOM.

You can also check out our webinar on Getting Started with the Kria SOM.

See Course Outline

2-Day Instructor-led CoursePrice USDTraining Credits
Hosted Online - $600/day$120012
In-Person Public Registration - $600/day$120012
Printed Course Book (A PDF book is included in the course fee)$1001
Private TrainingLearn MoreLearn More
CoachingLearn MoreLearn More

Scheduled Classes

No Scheduled Sessions - Contact Us to ask about setting one up!

View our Full Calendar for class date status.
(Confirmed, Closed, Full)

Training Duration:

2 Days

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Expert tidbits

I liked the expert tidbits my instructor threw in to keep in mind when working on projects in the future regarding best practices. I also appreciated the questions the more experienced students asked, and how he was knowledgeable in order to address them.

– Student from Designing with VHDL

All in all a great experience

Tom was a great instructor, very knowledgeable and polite throughout the course. All in all a great experience.

– Student from Vivado Boot Camp for the FPGA User Phase 2

I would endorse him to teach a friend

Cole was a fantastic instructor and was very proactive in answering any questions that came up. I would endorse him to teach if a friend had to learn from this course.

– Student from Designing with Verilog

Elie was an exceptional instructor

Elie was an exceptional instructor, and I would welcome the opportunity to take another class from him and BLT in the future.

– Student from Designing with Verilog

Erich was engaging

Erich was engaging and had good pacing during the course. Although the course was all day for 3 days I didn’t feel exhausted at the end of sessions.

– Student from Vivado Boot Camp for the FPGA User Phase 1

The instructor was excellent

The instructor for this class, Glenn, was excellent. He presented the material with great examples and encouraged students to ask questions at any point in the course. Whenever there was a question he could not answer, he mentioned that he would bring it to his colleagues for answers, and after we came back from lunch, he had the answer.

– Student from Embedded Design with PetaLinux Tools

My instructor was very capable

My instructor was very capable of answering any of my questions even when they were an extension of the material being presented. If he wasn’t sure of an answer, he made sure to verify his thoughts before answering my question

– Student from Vivado Boot Camp for the FPGA User Phase 1

One of the best experiences for AMD Xilinx training that I’ve had

Bill was a great instructor and answered all of our questions. He went above and beyond to make this course a great experience. If/When I use BLT for Xilinx training in the future I will be on the lookout to see if he’s leading the lecture. One of the best experiences for AMD Xilinx training that I’ve had.

– Student from Designing with VHDL

Labs were great

The labs were great and really reinforced the topics.

– Student from Designing with Versal AI Engine 1: Architecture and Design Flow

This one was definitely one of the best

I have attended a bunch of training courses over the years. This one was definitely one of the best I have attended. Erich did a great job, and the material is very well done. Thanks for a great class!

– Student from Vivado Boot Camp for the FPGA User Phase 1

My instructor took time

My instructor took time during some of the breaks to look up and distribute information about questions that he didn’t happen to know direct answers to, and I always appreciate when instructors take the time to do that.

– Student from Vivado Boot Camp for the FPGA User Phase 3

Can quickly and concisely answer technical questions

I really like the expertise of the presenters and that they can quickly and concisely answer technical questions, Tom did great!

– Student from Vivado Boot Camp for the FPGA User Phase 3

College course fit into 3 days

The instructor certainly knew the material and could explain the concepts as well as answer questions. Even the instructor said that this is a college course fit into 3 days.

– Student from Designing with VDHL

Impressed with the effort

Glenn is a good instructor – I’m impressed with the effort he put into the presentation.
I hope I didn’t annoy him with too many questions.

– Student from Designing with Versal AI Engine 3: Kernel Programming and Optimization

I gained a lot of information

The class was pretty great and I gained a lot of information from it that I will certainly be applying at my job going forward!!

– Student from Vivado Boot Camp for the FPGA User Phase 1

My instructor was very professional

My instructor was very professional and answered all of my questions thoroughly. I enjoyed hearing about his professional experience with certain aspects of the course / labs as we went through the course.

– Student from Vivado Boot Camp for the FPGA User Phase 1

A lot of insights beyond the course

Glenn was a great instructor and provided us with a lot of insights beyond the course material

– Student from Embedded Design with PetaLinux Tools

I have a great grasp of HLS and how to use Vitis effectively

I really enjoyed this class and feel like I have a great grasp of HLS and how to use Vitis effectively. Cole was a great instructor, and I
would easily take another class with him. Thank you very much for running this class!

– Student from High-Level Synthesis with the Vitis HLS Tool

I had a wonderful instructor

I had a wonderful instructor. His pacing throughout the course was good and made sure to allow for student questions and have conversations about related topics and experiences. I think the atmosphere was great for everyone to both learn and to share experiences, tips, and tricks about using the tool and the features discussed throughout the course.

– Student from Vivado Boot Camp for the FPGA User Phase 3

Thanks for a great class!

I have attended a bunch of training courses over the years. This one was definitely one of the best I have attended. Erich did a great job, and the material is very well done. Thanks for a great class!

– Student from Vivado Boot Camp for the FPGA User Phase 1

Knowledgeable instructor

Elie was a knowledgeable instructor, and did a really good job of making sure students were comfortable interrupting for questions. He answered questions well and communicated very clearly.

– Student from Designing with VHDL

They had answers for just about every question

Erich and Nathaniel were great, they had answers for just about every question/issue and linked relevant Xilinx/Vivado user manuals for further explanation/documentation.

– Student from Vivado Boot Camp for the FPGA User Phase 2

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Who should attend:

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

Software Tools

  • Vivado
  • Vitis unified software platform
  • PetaLinux Tools

Hardware

  • Kria KV260 Vision AI Starter Kit
  • MicroSD card (16 or 32 GB)
  • Power supply (12V, 3A adapter)
  • Camera module (AR1335 or USB webcam)
  • 4K monitor as a display device
  • USB microphone
  • Cables such as Ethernet, micro-USB to USB-A, and HDMI or DisplayPort

Skills Gained

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

Course Outline

Day 1Day 2
  • Kria System-on-Module (SOM) Overview
    Introduces the Kria K26 SOM and describes its advantages. Also outlines the features, functional interfaces, mechanical, and thermal aspects of the SOM. {Lecture}
  • Kria KV260 Vision AI Starter Kit Overview
    Provides an overview of the 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}
  • 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, Lab}
  • 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 an AMD Xilinx SOM-compatible carrier card. {Lecture}

Please note: The instructor may change the content order to provide a better learning experience.

Prerequisites:

  • Basic knowledge of an embedded application development flow
  • Vitis AI tool flow

RELATED COURSES:

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Updated 8-18-2024
©2024 Advanced Micro Devices, Inc. Xilinx, Inc. is now part of AMD. Xilinx, the Xilinx logo, AMD, the AMD Arrow logo, Alveo, Artix, Kintex, Kria, Spartan, Versal, Vitis, Virtex, Vivado, Zynq, and other designated brands included herein are trademarks of Advanced Micro Devices, Inc.

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