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Image Analysis

57 projects

Showing 36 of 57 projects

ResembleJS
ResembleJSJavaScript

Analyze and compare images in JavaScript and Node.js with features like color analysis, visual diffing, and antialiasing detection.

#image-analysis#image-comparison#automated-testing
Stars4.6k
Forks419
Last commit2 years ago
OHIF
OHIFTypeScript

A zero-footprint, configurable, and extensible web-based medical imaging viewer for DICOM and oncology data.

#image-analysis#progressive-web-app#cancer-imaging-research
Stars4.3k
Forks4.3k
Last commit1 day ago
napari
napariPython

A fast, interactive, multi-dimensional image viewer for Python designed for browsing, annotating, and analyzing large scientific images.

#scientific-visualization#image-analysis#qt
Stars2.7k
Forks523
Last commit1 day ago
3D Slicer
3D SlicerC++

A free, open-source multi-platform software for 3D visualization and medical image analysis.

#image-analysis#qt#3d-visualization
Stars2.5k
Forks760
Last commit21 hours ago
Leptonica
LeptonicaC

A C library for efficient image processing and analysis, widely used in OCR and computer vision applications.

#c-library#image-analysis#document-analysis
Stars2.1k
Forks433
Last commit12 days ago
Zsteg
ZstegRuby

A command-line tool that detects steganographically hidden data in PNG and BMP image files.

#png-analysis#image-analysis#ctf-tools
Stars1.6k
Forks163
Last commit5 months ago
CamerAwesome
CamerAwesomeDart

A Flutter plugin for embedding a fully customizable, feature-rich camera experience in Android and iOS apps.

#camera#image-analysis#ios
Stars1.2k
Forks397
Last commit3 months ago
SimpleITK
SimpleITKC++

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.

#simpleitk#image-analysis#c-plus-plus
Stars1.1k
Forks228
Last commit1 day ago
ruby-opencv
ruby-opencvC++

A Ruby wrapper for OpenCV, enabling computer vision and image processing in Ruby applications.

#image-analysis#ruby-gem#haar-cascades
Stars811
Forks126
Last commit5 years ago
PlantCV
PlantCVPython

An open-source image analysis software package for plant phenotyping using computer vision.

#image-analysis#science#agricultural-technology
Stars806
Forks292
Last commit1 day ago
phashion
phashionRuby

A Ruby wrapper around the pHash library for detecting duplicate and near-duplicate images using perceptual hashing.

#duplicate-multimedia-files#image-analysis#ruby-gem
Stars711
Forks129
Last commit9 months ago
ZeroCostDL4Mic
ZeroCostDL4MicJupyter Notebook

A free Google Colab-based toolbox with Jupyter notebooks and GUI for applying deep learning to microscopy data without coding expertise.

#google-colab#scientific-computing#image-analysis
Stars648
Forks143
Last commit
itk-jupyter-widgets
itk-jupyter-widgetsPython

A Python interface for interactive web-based visualization of multidimensional images, point sets, and geometry in Jupyter notebooks.

#scientific-visualization#scientific-computing#image-analysis
Stars622
Forks83
Last commit
Squidpy
SquidpyPython

A scalable Python toolkit for analyzing and visualizing spatial molecular data from tissue sections.

#image-analysis#single-cell-analysis#single-cell-rna-seq
Stars587
Forks117
Last commit4 days ago
Papaya
PapayaJavaScript

A pure JavaScript medical research image viewer for DICOM and NIFTI formats with advanced visualization tools.

#image-analysis#javascript-viewer#research-tools
Stars583
Forks207
Last commit2 years ago
Images
ImagesJulia

A comprehensive image processing library for Julia, providing tools for loading, manipulating, and analyzing images.

#scientific-computing#image-analysis#julia
Stars551
Forks141
Last commit2 months ago
PathML
PathMLPython

An open-source toolkit for scalable, standardized computational pathology analysis, enabling AI and machine learning on large imaging datasets.

#image-analysis#microscopy#whole-slide-image
Stars460
Forks87
Last commit7 days ago
VIGRA
VIGRAC++

A generic C++ library for image analysis and computer vision using template-based generic programming.

#scientific-computing#image-analysis#template-metaprogramming
Stars444
Forks198
Last commit2 months ago
Image Quality
Image QualityPython

Image quality is an open source software library for Image Quality Assessment (IQA).

#image-analysis#python#image-quality-assessment
Stars434
Forks88
Last commit2 years ago
go-nude
go-nudeGo

A Go library for detecting nudity in images, ported from nude.js.

#image-analysis#nudity-detection#go-library
Stars422
Forks51
Last commit2 years ago
visual-recognition-nodejs
visual-recognition-nodejsJavaScript

A deprecated Node.js sample application demonstrating IBM Watson Visual Recognition service features.

#sample-app#image-analysis#deep-learning
Stars357
Forks344
Last commit
max-object-detector
max-object-detectorPython

A TensorFlow-based object detection model that localizes and identifies multiple objects in images using SSD MobileNet V1 or Faster R-CNN ResNet101.

#image-analysis#deep-learning#rest-api
Stars293
Forks222
Last commit10 months ago
TrackMate
TrackMateJava

An open and extensible Fiji plugin for single-particle tracking in life-science microscopy images.

#image-analysis#microscopy#extensible-platform
Stars237
Forks87
Last commit1 day ago
Cellfinder
CellfinderPython

Automated 3D cell detection and classification in large-scale volumetric brain images using deep learning.

#image-analysis#light-sheet-microscopy#bioimage-analysis
Stars230
Forks78
Last commit1 day ago
AtomAI
AtomAIPython

A PyTorch-based Python package for deep and machine learning analysis of microscopy data, designed for domain scientists.

#ensemble-learning#scientific-computing#image-analysis
Stars229
Forks42
Last commit1 year ago
Omero
OmeroJava

Open-source software and data format standards for storing and manipulating biological light microscopy data.

#image-analysis#database#data-standards
Stars218
Forks105
Last commit8 days ago
Biological Image Analysis
Biological Image Analysis

A curated list of software, tools, pipelines, and plugins for image analysis in biological research.

#image-analysis#bioimage-analysis#microscopy
Stars188
Forks29
Last commit4 months ago
CellProfiler Analyst
CellProfiler AnalystPython

Interactive exploration and analysis software for large, high-dimensional image-derived biological data with supervised machine learning.

#desktop-application#image-analysis#supervised-machine-learning
Stars170
Forks75
Last commit
OAD
OADJupyter Notebook

A collection of tools and scripts to automate microscopy workflows in ZEN Blue using Python, APIs, and AI tools.

#image-analysis#microscopy#open-source
Stars169
Forks55
Last commit14 days ago
Slim
SlimTypeScript

A web-based DICOM slide microscopy viewer and annotation tool for imaging data science and computational pathology.

#image-analysis#computational-pathology#dicomweb
Stars165
Forks47
Last commit9 days ago
Pycytominer
PycytominerPython

A Python package for processing and normalizing high-dimensional morphological feature data from high-throughput cell imaging experiments.

#image-analysis#biomedical-data#microscopy
Stars144
Forks41
Last commit23 hours ago
PAQUO
PAQUOPython

A Python library for interacting with QuPath, providing a pythonic interface to manage and analyze digital pathology projects.

#image-analysis#qupath#open-source
Stars136
Forks19
Last commit2 months ago
MorpholibJ
MorpholibJJava

A library of mathematical morphology methods and plugins for ImageJ, extending its capabilities for 2D/3D image analysis.

#watershed-segmentation#scientific-computing#image-analysis
Stars124
Forks49
Last commit2 months ago
Nellie
NelliePython

An automated pipeline for organelle segmentation, tracking, and hierarchical feature extraction in 2D/3D live-cell microscopy.

#organelle-segmentation#image-analysis#bioimage-analysis
Stars96
Forks15
Last commit2 months ago
NMF
NMFJulia

A Julia package providing multiple algorithms for non-negative matrix factorization, including multiplicative updates, ALS, coordinate descent, and separable NMF.

#image-analysis#julia#statistics
Stars95
Forks32
Last commit23 days ago
Cytodata
Cytodata

A curated list of software, datasets, and publications for image-based profiling of biological phenotypes in drug discovery and cell biology.

#image-analysis#bioimage-analysis#biological-datasets
Stars93
Forks15
Last commit2 years ago
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