WestGrid Webinar: Upscaling with PyTorch

Wed, Nov 24, 2021 @ 10:00am - 11:00am

Status: Completed

Overview of deep learning methods for super-resolution and test of the latest SwinIR Transformer model

Super-resolution (the process of (re)creating high resolution images from low resolution ones) is an old field, but deep neural networks have seen a sudden surge of new and very impressive methods over the past 10 years, from SRCNN to SRGAN to Transformers.

In this webinar, I will give a quick overview of these methods and show how the latest state-of-the-art model ā€” SwinIR ā€” performs on a few test images. We will use PyTorch as our framework.

Speaker: Marie-Helene Burle