PyRank

Computational Imaging Python Packages

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

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

3K 827 220
vccimaging
deeplens-core

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

2K 740 116
ccipd
collageradiomics

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.

2K 20 12
juhyeonkim95
falcorcomp

FalcorComp is a collection of rendering algorithms for computational imaging built on top of NVIDIA Falcor renderer.

2K 1 0
pulserver
bartorch-cuda13

Python wrappers for external BART computational imaging tools and internal libraries

962 0 0
ContinuumCoder
nefi

Neural-field inversion: recover hidden physical fields from a single measurement with differentiable physics and no training data

880 2 0
pulserver
bartorch-cuda12

Python wrappers for external BART computational imaging tools and internal libraries

714 0 0
chiahao3
ptyrad

PtyRAD: Ptychographic Reconstruction with Automatic Differentiation

535 94 37
lanl
scico

Scientific Computational Imaging COde

489 174 24
radiuma-com
pysera

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

397 35 6
jon-dong
minimal-zoom-fft

Zoomed FFT and chirp Z-transform in PyTorch: the spectrum on any band, at any sampling.

381 0 0
jon-dong
minimal-linop

Linear operators with exact adjoints in PyTorch, composable with @, +, * and .H.

377 0 0
DeanHazineh
dflat-opt

DFlat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasurface optics, it may be used for any end-to-end imaging and sensing task.

329 121 17
tomography
tike

Repository for ptychography software

321 35 17
hexane360
phaserem

A fully-featured package for multislice electron ptychography

290 54 21
adnaneGdihi
spectramr

Multi-paradigm PyTorch framework for MRI reconstruction and generative modelling: GAN, diffusion, VAE, flow, Mamba/SSM and physics-driven paradigms behind one audited, frozen-config training interface.

286 1 0
kaanaksit
odak

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

266 216 64
Radiomics
pyradiomics-fix

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks. Support: https://discourse.slicer.org/c/community/radiomics

227 1K 548
tomography
xdesign

Tools for designing x-ray phantoms and experiments.

202 32 16
pyxu-org
pyxu

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

188 142 17
matthieumeo
pycsou

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

173 142 17
radxtools
collageradiomicstypes

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.

154 20 13
AIM-Harvard
pyradiomics-cuda

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks. Support: https://discourse.slicer.org/c/community/radiomics

140 1K 549
AIM-Harvard
pyradiomics-bhklab

Open-source python package for the extraction of Radiomics features from 2D and 3D images and binary masks. Support: https://discourse.slicer.org/c/community/radiomics

113 1K 549