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Computational Imaging Python Packages

Python packages with the GitHub topic computational-imaging. Sorted by relevance, with stars and monthly downloads.
deepinv
deepinv

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

6K 772 179
ccipd
collageradiomics

Python implementation of COLLAGE texture features from BRIC & INVENTLAB.

2K 20 12
chiahao3
ptyrad

PtyRAD: Ptychographic Reconstruction with Automatic Differentiation

1K 85 35
singer-yang
deeplens-core

Differentiable optical lens simulator for end-to-end computational imaging.

1K 658 103
lanl
scico

Scientific Computational Imaging COde

1K 164 24
radiuma-com
pysera

PySERA – Open-Source Standardized Python Library for Automated, Scalable, and Reproducible Handcrafted and Deep Radiomics

616 27 4
tomography
tike

No description available

529 35 17
DeanHazineh
dflat-opt

D-Flat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasurfaces, it may be used broadly for end-to-end imaging and sensing task.

484 116 16
pyxu-org
pyxu

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

451 141 16
kaanaksit
odak

Scientific computing library for optics, computer graphics and visual perception.

429 212 64
tomography
xdesign

Tools for designing x-ray phantoms and experiments.

383 32 16
Radiomics
pyradiomics-fix

Radiomics features library for python

371 1K 548
AIM-Harvard
pyradiomics-cuda

CUDA-accelerated fork of PyRadiomics - a Radiomics features library for python

324 1K 548
radxtools
collageradiomicstypes

CoLliage Implementation

266 20 12
radxtools
collageradiomics-types

CoLliage Implementation

192 20 12
Toth-Technology
topology-radiomics

Topology Radiomics by INVENT and BRIC lab

179 9 3
shwbaek
pado-optics

Pado: Pytorch Automatic Differentiable Optics

178 166 17
matthieumeo
pycsou

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

170 141 16
hexane360
phaserem

Weapon of choice for electron ptychographic reconstructions

163 46 18
AIM-Harvard
pyradiomics-bhklab

Radiomics features library for python

162 1K 548
ccipd
collageradiomics-core

Python Implementation of the CoLlAGe radiomics descriptor. CoLlAGe captures subtle anisotropic differences in disease pathologies by measuring entropy of co-occurrences of voxel-level gradient orientations on imaging computed within a local neighborhood.

152 20 12
radxtools
collageradiomicscli

Python Implementation of the CoLlAGe radiomics descriptor. CoLlAGe captures subtle anisotropic differences in disease pathologies by measuring entropy of co-occurrences of voxel-level gradient orientations on imaging computed within a local neighborhood.

136 20 12
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