#Image-analysis

Showing 36 of 36 repositories tagged #image-analysis, ranked by stars

rhsimplex
rhsimplex
image-match

๐ŸŽ‡ Quickly search over billions of images

Score
100
โ˜… 3.0k โ‘‚ 405 +1/day
Python
visual-layer
visual-layer
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.

Score
100
โ˜… 1.9k โ‘‚ 89 โ€”
Python
symisc
symisc
sod

An Embedded Computer Vision & Machine Learning Library (CPU Optimized & IoT Capable)

Score
55
โ˜… 1.8k โ‘‚ 212 +1/day
C
cleanlab
cleanlab
cleanvision

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

Score
86
โ˜… 1.2k โ‘‚ 83 +1/day
Python
orhun
orhun
menyoki

Screen{shot,cast} and perform ImageOps on the command line ๐ŸŒฑ ๐Ÿž๏ธ

Score
100
โ˜… 667 โ‘‚ 14 โ€”
Rust
InsightSoftwareConsortium
InsightSoftwareConsortium
itkwidgets

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

Score
71
โ˜… 623 โ‘‚ 83 โ€”
Python
tomas-gajarsky
tomas-gajarsky
facetorch

Python library for analysing faces using PyTorch

Score
82
โ˜… 610 โ‘‚ 52 โ€”
Python
TissueImageAnalytics
TissueImageAnalytics
tiatoolbox

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

Score
100
โ˜… 537 โ‘‚ 106 โ€”
Python
rapidsai
rapidsai
cucim

cuCIM - RAPIDS GPU-accelerated image processing library

Score
91
โ˜… 463 โ‘‚ 84 โ€”
Jupyter Notebook
ocampor
ocampor
image-quality

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

Score
27
โ˜… 434 โ‘‚ 88 +1/day
Python
SoftCreatR
SoftCreatR
imei

IMEI - ImageMagick Easy Install

Score
0
โ˜… 369 โ‘‚ 48 +1/day
Shell
DIPlib
DIPlib
diplib

Quantitative Image Analysis in C++, MATLAB and Python

Score
75
โ˜… 252 โ‘‚ 56 โ€”
C++
milaan9
milaan9
Python_Computer_Vision_from_Scratch

This repository explores the variety of techniques commonly used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both for specialized applications such as medical imaging, and for fun, consumer-level tasks such as image editing and stitching, which students can apply to their own personal photos and videos.

Score
36
โ˜… 245 โ‘‚ 195 โ€”
Jupyter Notebook
brainglobe
brainglobe
cellfinder

Automated 3D cell detection in very large images

Score
73
โ˜… 229 โ‘‚ 78 โ€”
Python
PeculiarVentures
PeculiarVentures
GammaCV

GammaCV is a WebGL accelerated Computer Vision library for browser

Score
64
โ˜… 193 โ‘‚ 23 โ€”
JavaScript
markusressel
markusressel
py-image-dedup

CLI utility to find near duplicate images and remove all but the best copy.

Score
50
โ˜… 173 โ‘‚ 18 โ€”
Python
theMILOlab
theMILOlab
SPATA2

A Toolbox for Spatial Transcriptomics Analysis

Score
29
โ˜… 171 โ‘‚ 21 +2/day
R
zeiss-microscopy
zeiss-microscopy
OAD

Collection of tools and scripts useful to automate microscopy workflows in ZEN Blue using Python and Open Application Development tools and AI tools.

Score
100
โ˜… 168 โ‘‚ 55 +1/day
Jupyter Notebook
pyplati
pyplati
platipy

Processing Library and Analysis Toolkit for Medical Imaging in Python

Score
57
โ˜… 151 โ‘‚ 31 โ€”
Python
kevinchin12
kevinchin12
ImageLens

ไธ€ไธชๅฏไปฅๅธฎไฝ ๅฟซ้€ŸๅๆŽจๅ‡บ็ฝ‘้กตไธŠๅ›พ็‰‡็š„ๆ็คบ่ฏ๏ผŒๅนถๅฟซ้€Ÿ็”Ÿๅ›พๆต‹่ฏ•ๆ็คบ่ฏๆ•ˆๆžœ็š„ๆ’ไปถใ€‚A Chrome extension to reverse-engineer prompts from web images and instantly validate them via live generation.

Score
100
โ˜… 139 โ‘‚ 8 +7/day
JavaScript
WhoIsJack
WhoIsJack
python-bioimage-analysis-tutorial

A self-explanatory, hands-on intro to bioimage analysis in python. Slightly outdated but still much liked by learners.

Score
0
โ˜… 100 โ‘‚ 43 โ€”
Jupyter Notebook
aelefebv
aelefebv
nellie

Nellie: Automated organelle segmentation, tracking, and hierarchical feature extraction in 2D/3D live-cell microscopy

Score
45
โ˜… 96 โ‘‚ 15 โ€”
Python
gunapandianraj
gunapandianraj
iOS11-VisionFrameWork

Vision Framework IOS WWDC 2017

Score
0
โ˜… 95 โ‘‚ 13 โ€”
Swift
nasa-jpl-memex
nasa-jpl-memex
image_space

Interactive Image similarity and Visual Search and Retrieval application

Score
25
โ˜… 95 โ‘‚ 48 โ€”
JavaScript
cytodata
cytodata
awesome-cytodata

A curated list of awesome cytodata resources

Score
9
โ˜… 92 โ‘‚ 15 โ€”
QuentinWach
QuentinWach
image-ranker

Rank images using TrueSkill by comparing them against each other in the browser. ๐Ÿ–ผ๐Ÿ“Š

Score
43
โ˜… 89 โ‘‚ 14 โ€”
Python
Bakkopi
Bakkopi
engineering-drawing-extractor

Automated data extraction from engineering blueprint images.

Score
0
โ˜… 88 โ‘‚ 16 โ€”
Python
Roughsketch
Roughsketch
imagesize

Quickly probe the size of various image formats without reading the entire file.

Score
0
โ˜… 88 โ‘‚ 16 +1/day
Rust
yulingtianxia
yulingtianxia
PhotoAssessment

Photo Assessment using Core ML and Metal.

Score
0
โ˜… 79 โ‘‚ 16 โ€”
Objective-C
james-see
james-see
swatchify

Extract dominant colors from images using k-means clustering

Score
50
โ˜… 71 โ‘‚ 0 โ€”
Go
Collection-Space-Navigator
Collection-Space-Navigator
CSN

Interactive Visualization Interface for Multidimensional Datasets

Score
18
โ˜… 68 โ‘‚ 17 โ€”
JavaScript
ginger4soda-netizen
ginger4soda-netizen
Snaplex

An AI image analysis and structured-prompting studio.

Score
67
โ˜… 44 โ‘‚ 5 โ€”
TypeScript
jianqingzheng
jianqingzheng
def_diff_rec

[Medical Image Analysis] Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and Synthesis

Score
33
โ˜… 31 โ‘‚ 4 โ€”
Python
NIGMS
NIGMS
Biomedical-Imaging-Analysis-using-AI-ML-Approaches

Machine Learning module for cloud-based analyses developed as part of the NIGMS Sandbox Project

Score
0
โ˜… 23 โ‘‚ 7 โ€”
Jupyter Notebook
Free-AI-Things
Free-AI-Things
Geo-Explorer

๐Ÿ—บ๏ธ Geo Explorer is an open-source, AI-powered geolocation engine that reimagines how we interact with maps and places. Unlike traditional "black box" systems, Geo Explorer uses a transparent, reasoning-based approachโ€”leveraging Googleโ€™s Gemini model with real-time grounding in Google Search and Mapsโ€”to analyze images, understand natural language.

Score
0
โ˜… 22 โ‘‚ 1 โ€”
TypeScript
SarthakJariwala
SarthakJariwala
Python_GUI_apps

GLabViz - Interactive Analysis and Visualization Application for Scientific Data written in Python using Qt and pyqtrgaph

Score
14
โ˜… 22 โ‘‚ 10 โ€”
Python
Related Topics
#python#image-processing#machine-learning#computer-vision#deep-learning#face-detection#image-manipulation#microscopy#data-analysis#image#image-classification#object-detection

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