Machine Learning, Clustering, Expectation Maximization, Gaussian Mixture Model, Image Clustering.
there is a problem with how we will initialize initial centroids for k-mean. Hmmm. Well for this problem we will go with the k mean++ initialization strategy in which it selects k centroids farthest from each other. Now we have all the three-parameter to start with. NOTE: For Full solution look my