White Dots Counting & Coloring on Dice using K-means Clustering Algorithm

Опубликовано: 17 Июль 2026
на канале: Knowledge Amplifier

694

Prerequisite:
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Code:

clc
clear all
close all
warning off
x=rgb2gray(imread('Project.JPG'));
imshow(x);
g=imbinarize(x);
figure;
imshow(g);
ms=imclearborder(g);
figure;
imshow(ms);
BW=imfill(ms,'holes');
BW=imopen(BW,strel('disk',5));
figure;
imshow(BW);
s=regionprops(BW,'Centroid');
centroid=[];
for i=1:length(s)
centroid=[centroid;s(i).Centroid];
end
idx=kmeans(centroid,5,'Replicates',10);
imshow(x);
hold on;
gscatter(centroid(:,1),centroid(:,2),idx,'rgbmy',[],40);

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