Auto-Denoise

Unsupervised and self-supervised CNN denoising methods.

Getting Started

It takes a few steps to setup Auto-Denoise on your machine. We recommend installing Anaconda package manager or the more compact Miniconda for Python 3.

Installing with conda

Simply install with:

conda install auto-denoise -c n-vigano

Installing from PyPI

Simply install with:

python3 -m pip install auto-denoise

If you are on jupyter, and don't have the rights to install packages system-wide, then you can install with:

! pip install --user auto-denoise

Installing from source

To install Auto-Denoise, simply clone this github.com project with either:

git clone https://github.com/CEA-MetroCarac/auto-denoise.git auto-denoise

or:

git clone git@github.com:CEA-MetroCarac/auto-denoise.git auto-denoise

Then go to the cloned directory and run pip installer:

cd auto-denoise
pip install -e .

How to contribute

Contributions are always welcome. Please submit pull requests against the main branch.

If you have any issues, questions, or remarks, then please open an issue on github.com.

License

This project is licensed under the MIT License - see the LICENSE file for details.