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awesome-eit

Awesome EIT (Electrical Impedance Tomography) libraries and applications.
https://github.com/eitcom/awesome-eit

Last synced: 4 days ago
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EIT simulation libraries
- pyEIT - based, open-source framework for Electrical Impedance Tomography (EIT). From **pyeit**.
- CEIT - like method on detecting capacitance Density Distribution.
- EITPipelineExample - > Mesh -> Forward -> Inverse -> EIT image. From **EIT-team**.
- MIT_Forward - harmonic Maxwell equations. *Note: This is by far the only open sourced MIT forward simulation toolkit on github.*
- rahul-sb/EIT
- Forgotten/EIT
EIT Hardwares
- ScouseTom - team**.
- OpenEIT/EIT_EE
- aorbe/eit
- EIT-kit_open-source
EIT Imaging Algorithms
- pydbar
- DeepDbar - bar: Real time Electrical Impedance Tomography Imaging with Deep Neural Networks. IEEE Transactions on Medical Imaging. *Note: last update 2019.*
Modeling and Meshes
- eitmesh
- openSAHE
- Mesher - MESHER is C++ software, based on the CGAL library, which generates high quality Finite Element Model tetrahedral meshes from binary masks of 3D volume segmentations. From **EIT-team**.
- tetrahedralizer
- pygalmesh
- polyfem
- polyscope
- scikit-fem - fem is a pure Python 3.7+ library for performing finite element assembly. Its main purpose is the transformation of bilinear forms into sparse matrices and linear forms into vectors.
- ngsolve
- nyhead
- pygmsh
Visualization
- Datoviz
- vedo
Fantastic Applications
- pyeit-apps - apps hosts the reproducible codes and data (small sized, for illustration purpose only). From **pyeit**.
- EIT-MPhys-Project - dimensional samples.
- Stroke_EIT_Dataset - team**.
- OpenEIT - time Electrical Impedance Tomography including image reconstruction using Back Projection, Graz Consensus and Gauss Newton methods.
- ML-EIT-Graphene
- EIT-kit
Community

Programming Languages

Python 12 C++ 7 MATLAB 3 C 2 Jupyter Notebook 1 HTML 1

Categories

Modeling and Meshes 11 EIT simulation libraries 6 Fantastic Applications 6 EIT Hardwares 4 Community 3 EIT Imaging Algorithms 2 Visualization 2

Sub Categories

Keywords

python 6 electrical-impedance-tomography 6 eit 5 fem 3 tomography 3 finite-elements 3 mesh 3 engineering 2 mathematics 2 meshing 2 cgal 2 mesh-generation 2 visualization 2 awesome-list 2 brain-imaging 2 biomedical-instrumentation 2 scientific-visualization 2 image-reconstruction 2 scientific-computing 2 arduino 2 inverse-problems 2 cmake 1 cross-platform 1 linux 1 macos 1 simple 1 simulation 1 windows 1 pde 1 electromagnetics 1 segmentation 1 meshes 1 scousetom 1 hardware 1 eeg 1 matlab 1 eidors 1 realtime-solver 1 vtk 1 biomedical-engineering 1 dataset 1 stroke 1 biomedical-image-processing 1 computer-graphics 1 digital-geometry 1 geometry 1 geometry-processing 1 computer-vision 1 deep-learning 1 image-processing 1