About

This is the repo for our final project which is an implementation of this paper in Tensorflow2.

How to run

To run the code you first have to download the dataset DIV2K

$ chmod a+x get_data.sh
$ ./get_data.sh

The model checkpoints and some outputs from SRResnet are here. For the checkpoints, just unzip the zipfile and place in the root folder.

Training:

python3 training_*.py

Inference:

python3 eval.py

Dependencies:

tensorflow:2.8.0
tqdm
numpy
pillow