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Image Analysis Python Packages

Python packages with the GitHub topic image-analysis. Sorted by relevance, with stars and monthly downloads.
SimpleITK
simpleitk

SimpleITK: a layer built on top of the Insight Toolkit (ITK), intended to simplify and facilitate ITK's use in rapid prototyping, education and interpreted languages.

824K 1K 227
InsightSoftwareConsortium
itk-io

Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.

150K 2K 726
InsightSoftwareConsortium
itk-registration

Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.

145K 2K 726
InsightSoftwareConsortium
itk-filtering

Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.

144K 2K 726
InsightSoftwareConsortium
itk-core

Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.

143K 2K 726
InsightSoftwareConsortium
itk

Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.

142K 2K 726
InsightSoftwareConsortium
itk-numerics

Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.

142K 2K 726
InsightSoftwareConsortium
itk-segmentation

Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.

135K 2K 726
scverse
squidpy

Spatial Single Cell Analysis in Python

43K 567 114
TissueImageAnalytics
tiatoolbox

Computational Pathology Toolbox developed by TIA Centre, University of Warwick.

33K 526 109
rapidsai
cucim

cuCIM - RAPIDS GPU-accelerated image processing library

23K 456 81
InsightSoftwareConsortium
itkwidgets

An elegant Python interface for visualization on the web platform to interactively generate insights into multidimensional images, point sets, and geometry.

21K 622 82
seung-lab
fpzip

Cython bindings for fpzip, a floating point image compression algorithm.

20K 36 5
rapidsai
cucim-cu12

cuCIM - RAPIDS GPU-accelerated image processing library

19K 456 81
clEsperanto
pyclesperanto

GPU-accelerated Image Processing library for Python

19K 56 8
PMEAL
porespy

A set of tools for characterizing and analyzing 3D images of porous materials

16K 404 115
labsyspharm
scimap

Spatial Single-Cell Analysis Toolkit

14K 111 36
abraia
abraia

Abraia computer vision SDK for edge applications

13K 9 0
visualdatabase
fastdup

fastdup is a powerful, free tool designed to rapidly generate valuable insights from image and video datasets. It helps enhance the quality of both images and labels, while significantly reducing data operation costs, all with unmatched scalability.

11K 2K 87
cleanlab
cleanvision

Automatically find issues in image datasets and practice data-centric computer vision.

10K 1K 80
DIPlib
diplib

Quantitative Image Analysis in C++, MATLAB and Python

7K 253 55
phasorpy
phasorpy

An open-source Python library for the analysis of luminescence lifetime and hyperspectral images using the phasor approach.

6K 37 15
danforthcenter
plantcv

Plant phenotyping with image analysis

6K 786 282
brainglobe
cellfinder

Automated 3D cell detection in very large images

6K 226 78
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