Using Implicit Neural Representation for super-resolution and registration simultaneously

Installation

Clone the repository:

git clone https://github.com/VictorBaillet/multi_contrast_registration_agnostic_inr.git
cd multi_contrast_registration_agnostic_inr

Then install the required libraries:

pip install -r requirements.txt

Project description

Data

Put the images in data/raw_data file. For a simple proof of concept you can test the code with the "balls" : data.

Launch a training

In the command line : (replace "config_balls" by the name of your project's configuration file)

python main.py --experiment_name parallel_registration --config config_balls.yaml --logging