Rapid Creation of Edge AI Solutions on an FPGA

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  • Date:  Tuesday April 18, 2023
  • Duration: 1 hour (with live Q&A)
  • Time: 11:00 – 12:00
  • Presenter: Rahul Dubey
  • Cost: Free!

 

 

Webinar Overview:

This webinar will explore ideas on identifying and deploying trained AI models on FPGAs. Doulos Member Technical Staff, Dr Rahul Dubey, will discuss contemporary software tools and APIs which help in putting together an FPGA based Edge AI solution.

We will be using the Xilinx PYNQ™ Python based Hardware/Software stack on FPGA based System-on-Module platforms as an illustration.

Webinar topics include:

  • Overview of Edge Inference options
  • Application requirements for model selection
  • Using a model from a model zoo
  • Use of Xilinx® Vitis™ AI to prepare a custom AI model for a Kria™ SOM
  • Prototyping considerations using the Kria Starter Kit
  • Using the Xilinx PYNQ Base Overlay, Deep Learning Processor Unit and Composable Pipeline.

Rahul Dubey – Doulos Member Technical Staff – will present this webinar, with interactive Q&A for attendees throughout.

If you have any queries, please contact webinars@doulos.com

Doulos


Date
18 April 2023

Location
Webinar
Online

Webinar

Price
€ 0,00

Information
Training brochure