/gaussian_mixture_clustering

The gaussian mixture clustering algorithm with Numpy, and demonstrations on an image data

Primary LanguagePython

gaussian_mixture_clustering

This repository implements the Gaussian Mixture Clustering that initializes the parameters with K-means algorithm. BIC score and cross-validation method are used to select the model (i.e., K).

Demo

Clustering pixels with K=2, 3, 4, 5, 6, 7, 8, 9, 10

Original image