Bonjour,
j'ai 32 dossier qui contiennent des images. après l’exécution du code j'obtient 36 classe au lieu de 32. Quelqu’un peut m'aider SVP

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clear all;close all;clc;
 
X=[];Y=[];
 
addpath(pwd) %adds current directory to PATH to fetch funtion
 
%% Folders
d = dir();
isub = [d(:).isdir]; 
nameFolds = {d(isub).name}'; %to get only folders
 
fprintf('Number of folders: %d \n',size(nameFolds,1)-2);
 
for n_folder=1:size(nameFolds,1)-2 %for each folder
    cd(char(nameFolds(n_folder+2)))  %enters folder
    fprintf('Analyzing folder: %s \n',char(nameFolds(n_folder+2)));
    %% auto selection of images
    list=dir('*.bmp');
    for nimag=1:size(list,1) %for each image
        im_name=list(nimag).name;
        a= imread(im_name);
        %% image tratement
        a=im2bw(a, 0.5);
        a = ~a;
        [L n]=bwlabel(a); %number of objects in image
        rp=regionprops(a,'Area','EulerNumber','Centroid'); %characteristics of objects
        %% variables
        n_char=1;
        n_pos=0;
        n_dots=0;
        n_holes=0;
        %% n_dots & n_pos processing
        if n>1     % only processes if dots exist
 
            for nn=2:n 
                if rp(nn).Area>rp(nn-1).Area %comparasion between areas
                    n_char=nn;               %index of the main character
                end
            end
 
            %number of dots
            for nn=1:n
                if 2<rp(nn).Area && rp(nn).Area<20  %individual dots
                   n_dots=n_dots+1;
 
                elseif 20<rp(nn).Area && rp(nn).Area<40 %dots that are conected by a pixel
                    n_dots=n_dots+2;
                end
 
            end
 
            % position of dots
            if n_dots>0 %only if dots existe
                for nd=1:n ;
                    if rp(n_char).Centroid(2)<rp(n).Centroid(2)
                        n_pos=-1;  %on the bottom
                    else
                        n_pos=1;  %on top
                    end
                end
            end
        end
 
        %% number of holes
        n_obj_big=n;   
        for ii=1:n
            if rp(ii).Area<3
                n_obj_big=n_obj_big-1;  %so individual pixels aren't counted as objects
            end
        end
        if rp(n_char).EulerNumber<1
            n_holes=n_obj_big-rp(n_char).EulerNumber-n_dots;
        end
 
        %% MOMENT OF HU
 
        % First Moment
        n20=cent_moment(2,0,a);
        n02=cent_moment(0,2,a);
        M1=n20+n02;
 
        % Second Moment
        n20=cent_moment(2,0,a);
        n02=cent_moment(0,2,a);
        n11=cent_moment(1,1,a);
        M2=(n20-n02)^2+4*n11^2;
 
        % Third Moment
        n30=cent_moment(3,0,a);
        n12=cent_moment(1,2,a);
        n21=cent_moment(2,1,a);
        n03=cent_moment(0,3,a);
        M3=(n30-3*n12)^2+(3*n21-n03)^2;
 
        % Fourth Moment
        n30=cent_moment(3,0,a);
        n12=cent_moment(1,2,a);
        n21=cent_moment(2,1,a);
        n03=cent_moment(0,3,a);
        M4=(n30+n12)^2+(n21+n03)^2;
 
        % Fifth Moment
        n30=cent_moment(3,0,a);
        n12=cent_moment(1,2,a);
        n21=cent_moment(2,1,a);
        n03=cent_moment(0,3,a);
        M5=(n30-3*n21)*(n30+n12)*[(n30+n12)^2-3*(n21+n03)^2]+(3*n21-n03)*(n21+n03)*[3*(n30+n12)^2-(n21+n03)^2];
 
        % Sixth Moment
        n20=cent_moment(2,0,a);
        n02=cent_moment(0,2,a);
        n30=cent_moment(3,0,a);
        n12=cent_moment(1,2,a);
        n21=cent_moment(2,1,a);
        n03=cent_moment(0,3,a);
        n11=cent_moment(1,1,a);
        M6=(n20-n02)*[(n30+n12)^2-(n21+n03)^2]+4*n11*(n30+n12)*(n21+n03);
 
        % Seventh Moment
        n30=cent_moment(3,0,a);
        n12=cent_moment(1,2,a);
        n21=cent_moment(2,1,a);
        n03=cent_moment(0,3,a);
        M7=(3*n21-n03)*(n30+n12)*[(n30+n12)^2-3*(n21+n03)^2]-(n30+3*n12)*(n21+n03)*[3*(n30+n12)^2-(n21+n03)^2];
 
 
        % The vector M is a column vector containing M1,M2,....M7
        M=[M1    M2     M3    M4     M5    M6    M7]';
        %and this is the Feature vector
 
 
      % Results           
        X=[X; M' n_holes n_dots n_pos];
        Y=[Y; n_folder];
    end
 
    cd ..  % return to superior folder
end
save data.mat X Y  %to save data in .mat fi