Image Reconstruction Python Packages

deepinv

DeepInverse: a PyTorch library for solving imaging inverse problems using deep learning

pytomography

This repository enables easy and fast medical image reconstruction in Python.

phantominator

Generate numerical phantoms.

focal-frequency-loss

[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis

mbirjax

MBIRJAX is a Python package for Model Based Iterative Reconstruction (MBIR) of images from tomographic data.

mumfordshah2d

Algorithms for edge preserving smoothing based on the Mumford-Shah model

dart-ohgreat

DART (Discrete Algebric Reconstruction Technique) iterative reconstruction algorithm for discrete tomography.

omegatomo

Open-source multi-dimensional tomographic reconstruction software (OMEGA)

nipet

CUDA-accelerated Python utilities for high-throughput PET/MR image reconstruction and analysis

pyxu

Modular and scalable computational imaging in Python with support for GPU/out-of-core computing.

shapr-torch

SHAPR: Code for "Capturing Shape Information with Multi-Scale Topological Loss Terms for 3D Reconstruction"

magni

A package for AFM image reconstruction and compressed sensing in general

tf-focal-frequency-loss

Tensorflow Implementation of Focal Frequency Loss for Image Reconstruction and Synthesis [ICCV 2021]

ccpi-regularisation-cupy

GPU-CuPy accelerated regularisation routines of CCPi-regularisation toolkit

pycsou

Modular and scalable computational imaging in Python with GPU/out-of-core computing.

gratopy

Gratopy - Graz accelerated tomographic projections for Python

sirf

CCP PET-MR SIRF