Rapid Creation of Edge AI solutions on an FPGA

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Rapid Creation of Edge AI Solutions on an FPGA

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

Doulos Member Technical Staff

Asia and Europe

Time: 10-11am (GMT) 11-12pm (CET) 3.30-4.30pm (IST)

Americas

Time: 10-11am (PST) 11-12pm (MST) 12-1pm (CST) 1-2pm (EST)

Webinar Overview:

This webinar will explore ideas on identifying and deploying trained AI models on FPGAs. Doulos Member Technical Staff, 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 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 AMD Vitis™ AI to prepare a custom AI model for a Kria™ SoM
Prototyping considerations using the Kria Starter Kit
Using the AMD PYNQ Base Overlay, Deep Learning Processor Unit and Composable Pipeline.

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