Computational Imaging Python Packages

deepinv

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

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.

ptyrad

PtyRAD: Ptychographic Reconstruction with Automatic Differentiation

odak

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

scico

Scientific Computational Imaging COde: A Python package for scientific imaging problems

deeplens-core

DeepLens: differentiable optical lens simulator for end-to-end cameras.

xdesign

Tools for designing x-ray phantoms and experiments.

tike

Repository for ptychography software

pysera

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

pyxu

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

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.

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.

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

pycsou

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

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

topology-radiomics

Topology Radiomics by INVENT and BRIC lab

collageradiomics-types

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.

pado-optics

Pado: Pytorch Automatic Differentiable Optics

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.

phaserem

A fully-featured package for multislice electron ptychography

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.