Loading…
DevConf.US 2021 has ended
Registration is now OPEN! Please register on hopin as soon as possible!

DevConf.US 2021 is the 4th annual, free, Red Hat sponsored technology conference for community project and professional contributors to Free and Open Source technologies coming to a web browser near you!
Back To Schedule
Friday, September 3 • 13:00 - 13:30
Optimizing image recognition with Intel OpenVINO

Sign up or log in to save this to your schedule, view media, leave feedback and see who's attending!



Deep learning networks, and in particular neural networks, can use large amounts of resources during and after the training phase rendering models too large or “heavy” to place on edge devices for inference. Red Hat and Intel have worked together to integrate the OpenVINO toolkit with Open Data Hub. In this presentation, we’ll show you how to use Model Optimizer from OpenVINO to create intermediate representations of existing models. Post optimization, we’ll detail how to use the intermediate representations to perform accelerated, in-notebook inference. Finally, we’ll illustrate how to deploy a serving endpoint for accelerated inference with OpenVINO Model Server.

Speakers
SP

Sean Pryor

Sr. Software Engineer, Red Hat


Friday September 3, 2021 13:00 - 13:30 EDT
Virtual