how I can use the CNN for texture synthesis?

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youb mr 2020-3-4

hello every one i want to use the convolutional neural networks for texture synthesis

this is the code CNN for classification how can i used for the image synthesis please help

clear all

clc

A =imread('2.png');

layers = [imageInputLayer([size(A,1) size(A,2) 1]);

convolution2dLayer(1,25,'Padding',2);

reluLayer();

convolution2dLayer(1,50,'Padding',2);

reluLayer();

convolution2dLayer(1,100,'Padding',2);

reluLayer();

fullyConnectedLayer(2);

softmaxLayer();

classificationLayer()];

options = trainingOptions('sgdm',...

'InitialLearnRate',0.01,...

'MaxEpochs',200,...

'MiniBatchSize',64,...

'Plots','training-progress');

C =categorical([zeros(5,1);ones(5,1)]);

model = trainNetwork(A,layers,options);

result = predict(model,x);

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