Super Resolution with PaddleGAN and OpenVINO

This notebook demonstrates converting the RealSR (real-world super-resolution) model from PaddlePaddle/PaddleGAN to OpenVINO Intermediate Representation (OpenVINO IR) format, and shows inference results on both the PaddleGAN and OpenVINO IR models.

For more information about the various PaddleGAN superresolution models, refer to the PaddleGAN documentation. For more information about RealSR, see the research paper from CVPR 2020.

This notebook works best with small images (up to 800x600 resolution).

Installation Instructions

This is a self-contained example that relies solely on its own code.
We recommend running the notebook in a virtual environment. You only need a Jupyter server to start. For details, please refer to Installation Guide.