Special Session 159: New Developments in Open-Source Software for Inverse Problems

DeepInverse: A Python package for solving imaging inverse problems with deep learning
Jeremy Scanvic
LPENSL, France
France
Co-Author(s):    
Abstract:
DeepInverse is an open-source PyTorch-based library for imaging inverse problems. DeepInverse implements all steps for image reconstruction, including efficient forward operators, defining and solving variational problems and designing and training advanced neural networks, for a wide set of domains (medical imaging, astronomical imaging, remote sensing, computational photography, compressed sensing and more).