Image Reconstruction Python Packages

deepinv

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

6K 772 179

phantominator

Generate numerical phantoms.

5K 43 2

pytomography

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

4K 168 36

focal-frequency-loss

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

4K 709 61

mbirjax

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

2K 22 11

nipet

High-throughput PET image reconstruction with high quantitative accuracy and precision

564 35 10

mumfordshah2d

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

516 0 4

pyxu

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

451 141 16

dart-ohgreat

A python implementation of the DART algorithm.

415 4 2

omegatomo

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

388 105 23

gratopy

Gratopy - Graz accelerated tomographic projections for Python

342 8 3

magni

A Python Package for Compressive Sampling and Reconstruction of Atomic Force Microscopy Images

233 43 10

shapr-torch

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

214 41 7

tf-focal-frequency-loss

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

172 9 1

pycsou

Library for solving linear inverse problems with state-of-the-art proximal algorithms.

170 141 16

ccpi-regularisation-cupy

GPU-CuPy accelerated regularisation routines of CCPi-regularisation toolkit

144 62 26

sirf

CCP PET-MR SIRF

55 71 32