Image Reconstruction Python Packages

deepinv

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

7K 724 168

pytomography

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

5K 163 36

phantominator

Generate numerical phantoms.

3K 44 2

focal-frequency-loss

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

2K 708 62

mbirjax

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

2K 21 10

dart-ohgreat

A python implementation of the DART algorithm.

506 4 2

nipet

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

474 35 10

mumfordshah2d

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

471 0 4

pyxu

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

470 140 16

omegatomo

Open-source multi-dimensional tomographic reconstruction software for Python.

360 101 21

magni

A package for AFM image reconstruction and compressed sensing in general

198 43 10

tf-focal-frequency-loss

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

168 9 1

pycsou

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

164 140 16

shapr-torch

No description available

149 41 7

gratopy

Gratopy - Graz accelerated tomographic projections for Python

115 8 3

ccpi-regularisation-cupy

The set of CPU/GPU optimised regularisation modules for iterative image reconstruction and other image processing tasks

105 62 26

sirf

Main repository for the CCP SynerBI software

38 69 32