Rapid Creation of Edge AI solutions on an FPGA

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Rapid Creation of Edge AI Solutions on an FPGA

Friday May 15 2026

1 hour session (All Time Zones)
Presenter: Dr Rahul Dubey

Doulos Member Technical Staff

Asia and Europe

Time: 10-11am (BST) 11am-12pm (CEST) 2.30-3.30pm (IST)

Americas

Time: 10-11am (PDT) 11am-12pm (MDT) 12-1pm (CDT) 1-2pm (EDT)

Webinar Overview:

This webinar will explore ideas on 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 AMD Vitis AI host-based tool to compile a model and Vitis AI runtime to execute the model on an FPGA based System-on-Module platform using Python APIs.

Webinar topics include:

Overview of Edge AI on FPGA
Application requirements for model selection
Discussion of models available in the Vitis AI model zoo
Use of AMD Vitis™ AI to prepare the AI model for a Kria™ SoM
Installation of Vitis runtime on Kria Vision Starter Kit
Setup of AMD Deep Learning Processor Unit (DPU) IP on FPGA
Python Inferencing APIs for executing the model using Vitis and ONNX runtime
Tools for profiling model execution

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

Attendance is free of charge

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

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Rapid Creation of Edge AI Solutions on an FPGA

Find a Training Course