It's alwaýs a good idea to have conda installed and set this up in a new conda environment with python 3.7. See https://anaconda.org
Install the requirements:
$ pip install -r requirements.txt
Run the server:
$ uvicorn inference:app --host 0.0.0.0
Open your browser and go to http://localhost:8000/form.html
Select image to be super-res'ed, Click submit
Profit :)
The model was created with PerceptiLabs, a visual frontend for TensorFlow