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The Top 383 Image Analysis Open Source Projects on Github
Categories
>
Media
>
Image Analysis
Image Match
⭐
2,627
🎇 Quickly search over billions of images
Viewers
⭐
1,734
OHIF zero-footprint DICOM viewer and oncology specific Lesion Tracker, plus shared extension packages
Image Size
⭐
1,484
Node module for detecting image dimensions
Sod
⭐
1,449
An Embedded Computer Vision & Machine Learning Library (CPU Optimized & IoT Capable)
Pytorch Ssim
⭐
1,237
pytorch structural similarity (SSIM) loss
Itk
⭐
925
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.
Engauge Digitizer
⭐
781
Extracts data points from images of graphs
Phashion
⭐
663
Ruby wrapper around pHash, the perceptual hash library for detecting duplicate multimedia files
Simpleitk
⭐
547
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.
Plantcv
⭐
422
Plant phenotyping with image analysis
Gmic
⭐
400
G'MIC is a full-featured open-source framework for image processing, providing several different user interfaces to convert/manipulate/filter/visualize generic image datasets, ranging from 1d scalar signals to 3d+t sequences of multi-spectral volumetric images, including 2d color images. http://gmic.eu
Itkwidgets
⭐
378
Interactive Jupyter widgets to visualize images, point sets, and meshes in 2D and 3D
Menyoki
⭐
334
Screen{shot,cast} and perform ImageOps on the command line 🌱 🏞️
Image Js
⭐
319
Image processing and manipulation in JavaScript
Pyimsegm
⭐
273
Image segmentation - general superpixel segmentation & center detection & region growing
Amazon Rekognition Video Analyzer
⭐
254
A working prototype for capturing frames off of a live MJPEG video stream, identifying objects in near real-time using deep learning, and triggering actions based on an objects watch list.
Resnetcam Keras
⭐
245
Keras implementation of a ResNet-CAM model
Forensicstools
⭐
241
A list of free and open forensics analysis tools and other resources
Pel
⭐
235
PHP Exif Library - library for reading and writing Exif headers in JPEG and TIFF files using PHP.
Resdet
⭐
203
Detect source resolution of upscaled images
Image Similarity
⭐
195
计算图片之间的相似度
Smartimage
⭐
185
Reverse image search (SauceNao, ImgOps, trace.moe) tool for Windows
Imageprocessing
⭐
154
MicaSense RedEdge and Altum image processing tutorials
Imago Forensics
⭐
144
Imago is a python tool that extract digital evidences from images.
Porespy
⭐
143
A set of tools for characterizing and analying 3D images of porous materials
Image Quality
⭐
140
Image quality is an open source software library for Image Quality Assessment (IQA).
Gammacv
⭐
124
GammaCV is a WebGL accelerated Computer Vision library for browser
Captk
⭐
118
Cancer Imaging Phenomics Toolkit (CaPTk) is a software platform to perform image analysis and predictive modeling tasks. Documentation: https://cbica.github.io/CaPTk/
Diplib
⭐
115
Quantitative Image Analysis in C++, MATLAB and Python
Cellprofiler Analyst
⭐
110
Open-source software for exploring and analyzing large, high-dimensional image-derived data.
Mindboggle
⭐
104
Automated anatomical brain label/shape analysis software (+ website)
Imei
⭐
104
IMEI - ImageMagick Easy Install
Smart Security Camera
⭐
102
A Pi Zero and Motion based webcamera that forwards images to Amazon Web Services for Image Processing
Ssim
⭐
100
🖼🔬 JavaScript Image Comparison
Cellfinder
⭐
100
Automated 3D cell detection and registration of whole-brain images
Python Dominant Image Colour
⭐
95
A K-means algorithm for detecting image colours
Imagefeaturedetector
⭐
91
A C++ Qt GUI desktop program to calculate Harris, FAST, SIFT and SURF image features with OpenCV
Pixlab
⭐
87
PixLab Resources & Sample Set
Image_space
⭐
87
Interactive Image similarity and Visual Search and Retrieval application
Ios11 Visionframework
⭐
84
Vision Framework IOS WWDC 2017
Blind_image_quality_toolbox
⭐
79
Collection of Blind Image Quality Metrics in Matlab
Oad
⭐
78
Collection of tools and scripts useful to automate microscopy workflows in ZEN Blue using Python and Open Application Development tools.
Crc4docker
⭐
78
Python scripts for the textbook "Image Analysis, Classification and Change Detection in Remote Sensing, Fourth Revised Edition"
Esp32 Cam_mjpeg2sd
⭐
76
ESP32 Camera extension to record JPEGs to SD card as MJPEG files and playback to browser. If a microphone is installed then a WAV file is also created. Files uploaded by FTP or downloaded from browser are optionally converted to AVI format
Trackmate
⭐
74
TrackMate is your buddy for your everyday tracking.
Computer Vision Notebooks
⭐
71
👁️ An authorial collection of Computer Vision fundamentals and useful python notebooks.
Matimage
⭐
69
Image Processing library for Matlab
Imagesegmentation
⭐
66
Image Segmentation using Texture and Color features in C++
Morpholibj
⭐
64
Collection of mathematical morphology methods and plugins for ImageJ
Py Image Dedup
⭐
60
CLI utility to find near duplicate images and remove all but the best copy.
Ebimage
⭐
57
🎨 Image processing toolbox for R
Douglas Quaid
⭐
55
Open source software for image correlation, distance and analysis
Fasterimage
⭐
52
🐎 find the size of an image without downloading the whole file. Supports batch requests.
Open Ucn
⭐
52
Fully convolutional metric learning for geometric image correspondences.
Nat
⭐
51
NeuroAnatomy Toolbox: An R package for the (3D) visualisation and analysis of biological image data, especially tracings of single neurons.
Amazon Rekognition Engagement Meter
⭐
48
The Engagement Meter calculates and shows engagement levels of an audience participating in a meeting
Imagetotext.app
⭐
46
Copy text from the raster images online
Itksphinxexamples
⭐
45
Cookbook examples for the Insight Toolkit documented with Sphinx
Ansyn
⭐
43
End-to-end solution for overhead image analysis
Miplib
⭐
43
A Python software library with a variety of functions for (optical) microscopy image restoration, reconstruction and analysis.
Photoassessment
⭐
40
Photo Assessment using Core ML and Metal.
Ida Images
⭐
40
Image preview plugin for IDA disassembler.
Pscognitiveservice
⭐
40
Powershell module to access Microsoft Azure Machine learning RESTful API's or Microsoft cognitive services
Segment Open
⭐
38
Segment Source Distribution
Vanishing Point Detector
⭐
37
Vanishing Point detection for images and videos using Least Squares in C++
Quantitative Big Imaging 2018
⭐
37
(Latest semester at https://github.com/kmader/Quantitative-Big-Imaging-2019) The material for the Quantitative Big Imaging course at ETHZ for the Spring Semester 2018
Automatedvisualtesting
⭐
37
Automating visual testing using Selenium WebDriver and C#.
Nemo
⭐
37
a Stellar Dynamics Toolbox (Not Everybody Must Observe)
Goexif2
⭐
35
MAINTAINER WANTED -- Decode embedded EXIF meta data from image files written in Pure Golang
Imatcher
⭐
35
Image comparison library
Python Bioimage Analysis Tutorial
⭐
34
The new and improved 2018 version of the EMBL Python BioImage Analysis Tutorial. Now finally in python 3!
Scarlet
⭐
33
hyperspectral galaxy modeling and deblending
Pyslide
⭐
30
Digital pathology whole slide image analysis toolbox
Phoenix
⭐
29
phoenix is a small command line image forensics tool
Gari
⭐
29
GARI (Genetic Algorithm for Reproducing Images) reproduces a single image using Genetic Algorithm (GA) by evolving pixel values.
Dicomautomaton
⭐
27
A multipurpose tool for medical physics.
Ggimg
⭐
27
ggimg: Graphics Layers for Plotting Image Data with ggplot2
Vtkplugin
⭐
27
OHIF Plugin for The Visualization Toolkit (VTK)
Pigallery
⭐
27
PiGallery: AI-powered Self-hosted Secure Multi-user Image Gallery and Detailed Image analysis using Machine Learning, EXIF Parsing and Geo Tagging
Quadtreeandroid
⭐
26
Library that helps to implement the QuadTree in android, by using splitting images
Orange3 Imageanalytics
⭐
25
🍊 🎑 Orange3 add-on for dealing with image related tasks
Compare
⭐
25
image comparison tool
Itksoftwareguide
⭐
25
Sources for the ITKSoftwareGuide.
Deforestation
⭐
25
A machine learning exercise, using KNN to classify deforested areas
Elf
⭐
24
Utils and convenience functions for large-scale bio-image analysis.
Fastimage
⭐
24
Find the type or size of an image
Syconn
⭐
23
Toolkit for the generation and analysis of volume eletron microscopy based synaptic connectomes of brain tissue.
Fpzip
⭐
20
Cython bindings for fpzip.
Awesome Cytodata
⭐
20
A curated list of awesome cytodata resources
Imagesize
⭐
20
Quickly probe the size of various image formats without reading the entire file.
Poliwhirl
⭐
19
Little image processing library
Slicer Deepinfer
⭐
18
3D Slicer Module for connecting to model repository and use models for image analysis.
Llspy
⭐
18
Lattice light-sheet post-processing utility.
Imagem
⭐
18
GUI for Image processing with Matlab
Scikit Image Processing
⭐
17
Image processing examples with Numpy, Scipy, and Scikit-image
Ometiff.jl
⭐
17
I/O operations for OME-TIFF files in Julia
Busternet
⭐
17
Mpol
⭐
17
A flexible Python platform for Regularized Maximum Likelihood imaging
Node Red Twitter Workshop
⭐
17
These Node-RED flows use Twitter to introduce a variety of Node-RED visual programming techniques and simple ways to use the powerful Watson Cognitive services.
Colocr
⭐
16
An R package for conducting co-localization analysis. Edit
1-100 of 383 projects
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📦 79
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Community
📦 81
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📦 60
Compilers
📦 60
Computer Science
📦 74
Configuration Management
📦 39
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📦 167
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📦 197
Data Formats
📦 77
Data Processing
📦 266
Data Storage
📦 132
Economics
📦 60
Frameworks
📦 198
Games
📦 122
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📦 103
Hardware
📦 148
Integrated Development Environments
📦 47
Learning Resources
📦 147
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📦 28
Libraries
📦 119
Lists Of Projects
📦 21
Machine Learning
📦 336
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📦 61
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📦 15
Mathematics
📦 55
Media
📦 228
Messaging
📦 97
Networking
📦 304
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📦 84
Operations
📦 120
Package Managers
📦 52
Programming Languages
📦 229
Runtime Environments
📦 96
Science
📦 42
Security
📦 375
Social Media
📦 26
Software Architecture
📦 70
Software Development
📦 68
Software Performance
📦 57
Software Quality
📦 127
Text Editors
📦 45
Text Processing
📦 131
User Interface
📦 310
User Interface Components
📦 465
Version Control
📦 29
Virtualization
📦 68
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📦 38
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📦 25
Web User Interface
📦 194
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