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k-means-clustering

Here are 37 public repositories matching this topic...

conradsnicta / armadillo-gmm

gmm_diag and gmm_full: C++ classes for multi-threaded Gaussian mixture models and Expectation-Maximisation

machine-learning statistics cpp clustering openmp expectation-maximization gaussian-mixture-models armadillo mapreduce k-means gmm clustering-algorithm em-algorithm k-means-clustering

Updated Jul 4, 2022
C++

fazanham / ExpectationMaximization

A class for unsupervised classification using Expectation Maximization

opencv clustering classification gaussian-mixture-models gmm expectation-maximization-algorithm unsupervised-machine-learning k-means-clustering

Updated Feb 2, 2019
C++

cellUview

adamvallance / cellUview

cellUview is alternative software that runs on an OpenFlexure 3D-printed microscope. Images are enhanced in real-time by changing exposure, contrast, edge enhancement, dilation, contrast and k-means clustering.

science opencv engineering cpp biology image-processing image-viewer microscopy k-means-clustering glasgow-university openflexure

Updated Jul 22, 2023
C++

4e0n / octopus-reel

"Octopus Realtime Encephalography Lab" is the (hard) real-time networked EEG-lab framework I have developed during my PhD Thesis at Brain Research Lab of Hacettepe University Faculty of Medicine Biophysics Lab. It is meant to be a holistic golden-standard solution for all tasks of cortical source localization/networking, brain-computer interface…

Updated Jan 30, 2024
C++

Krutov777 / k_means_clustering_image

Clustering of image by k-means algorithm

qt clustering k-means suai k-means-clustering

Updated Jul 17, 2021
C++

georgesittas / similarity-search

Implementation and survey of similarity search methods that rely on dimensionality reduction (e.g. LSH), D-dimensional vector clustering

clustering lsh k-nearest-neighbours similarity-search k-means-clustering randomized-projection

Updated Mar 9, 2023
C++

kamilsan / image-palette-generator

Generating image palette using K-Means Clustering

cpp color-scheme color-palette palette-generation k-means-clustering

Updated Apr 21, 2024
C++

sravi1210 / Speech-Recognition

Speech Recognition System

speech-recognition k-means codebook ngp k-means-clustering vowel-recognition lbg cepstral-coefficients tokhura-distance

Updated Nov 24, 2020
C++

Scrayil / k-means

This project consists in the implementation of the K-Means and Mini-Batch K-Means clustering algorithms. This is not to be considered as the final and most efficient algorithm implementation as the objective here is to make a clear comparison between the sequential and parallel execution of the clustering steps.

benchmark machine-learning clustering gpu parallel-computing multithreading k-means unsupervised-learning clusters mini-batch-kmeans speedup parallel-programming unsupervised-machine-learning k-means-clustering euclidean-distances gpu-programming centroids perfomance-analysis mini-batching

Updated Jul 9, 2023
C++

zeyadetman / K-MeansAlgorithm

K-Means Algorithm implemented using sequential and parallel algorithms.

kmeans k-means kmeans-clustering kmeans-algorithm k-means-clustering kmeans-plus-plus kmeans-clustering-algorithm k-means-plus-plus cs-projects

Updated Mar 27, 2018
C++

SoheilKhatibi / Image-Clustering

Image Clustering Algorithm implemented in C++

machine-learning computer-vision artificial-intelligence expectation-maximization unsupervised-learning expectation-maximization-algorithm kmeans-clustering k-means-clustering kmeans-clustering-algorithm image-clustering

Updated Mar 31, 2024
C++

super-m-a-n / Time-Series-Similarity-Search-and-Clustering

similarity search and clustering algorithms for time-series represented as euclidean polygonal curves

locality-sensitive-hashing similarity-search time-series-clustering k-means-clustering polygonal-curves

Updated May 28, 2023
C++

super-m-a-n / LSH-Hashing-and-Centroid-Based-Clustering

approximation algorithms for exact nearest neighbors search and clustering on multi-dimensional vectors

locality-sensitive-hashing hypercube k-means-clustering approximation-algorithms randomized-projection centroid-based-clustering

Updated May 28, 2023
C++

prateekshyap / Optimize-the-Codebook

Here we use K-Means and LBG algorithms to find an optimal codebook.

k-means-clustering lbg

Updated Apr 26, 2022
C++

aliakseis / jpeg2bmp

hello world

machine-learning-algorithms k-means-clustering

Updated Nov 21, 2019
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TianheWu / DIP

Basic operations for BMP file writen by cpp.

histogram-equalization k-means-clustering

Updated Oct 4, 2021
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fbasatemur / Unsupervised_Learning_Classification

Unsupervised Learning Classification with K-Means

morphology image-processing image-classification k-means unsupervised-learning erosion dilation opening kmeans-algorithm object-classification k-means-clustering mean-filter objects-detection mahalonobis-distance

Updated Feb 18, 2021
C++

matthew-william-lock / Unsuperised-Image-Clustering

This program implements a simple unsupervised classification scheme, K-means clustering, to classify PPM images into different categories/types.

clustering k-means-clustering

Updated May 5, 2020
C++

szejkerek / KMeans

K-Means clustering algorithm in C++

cpp k-means-clustering

Updated Jul 10, 2023
C++

Lukas0025 / BUT_FIT_PRL2

Implementation of paraller k-means clustering in MPI

mpi parallel-computing k-means supercomputing k-means-clustering

Updated Apr 20, 2023
C++

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