Rapid Creation of Edge AI Solutions on an FPGA

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.

Attendance is free of charge

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

---

More FREE online support resources with Doulos KnowHow

Doulos Knowhow includes

• Technical information
• Coding examples
• Guidelines
• Tips
• Tutorials
• Video guides
• Downloads

Visit www.doulos.com/knowhow

Related training available from Doulos:

• Accelerating Applications with the Vitis Unified Software Environment Online » 
• Developing AI Inference Solutions with the Vitis AI Platform Online » 
• High-Level Synthesis with the Vitis HLS Tool Online » 
• View full Doulos training schedule »         

Please contact Doulos to schedule a public course to suit you, or to discuss onsite training.