PyRank

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.

659K 1K 227
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.

142K 2K 736
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.

139K 2K 736
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.

139K 2K 736
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.

136K 2K 736
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.

127K 2K 736
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.

121K 2K 736
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.

119K 2K 736
scverse
squidpy

Spatial Single Cell Analysis in Python

55K 580 117
rapidsai
cucim

cuCIM - RAPIDS GPU-accelerated image processing library

44K 463 84
seung-lab
fpzip

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

26K 36 5
InsightSoftwareConsortium
itkwidgets

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

16K 623 83
rapidsai
cucim-cu12

cuCIM - RAPIDS GPU-accelerated image processing library

15K 463 84
labsyspharm
scimap

Spatial Single-Cell Analysis Toolkit

12K 113 36
PMEAL
porespy

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

10K 412 116
TissueImageAnalytics
tiatoolbox

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

10K 537 106
abraia
abraia

Abraia computer vision SDK for edge applications

10K 9 0
DIPlib
diplib

Quantitative Image Analysis in C++, MATLAB and Python

9K 252 56
cleanlab
cleanvision

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

8K 1K 83
clEsperanto
pyclesperanto

GPU-accelerated Image Processing library for Python

8K 61 9
danforthcenter
plantcv

Plant phenotyping with image analysis

8K 804 290
phasorpy
phasorpy

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

8K 40 16
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.

6K 2K 89
brainglobe
cellfinder

Automated 3D cell detection in very large images

5K 229 77