I am getting error while training CNN network
1 vue (au cours des 30 derniers jours)
Afficher commentaires plus anciens
imds = imageDatastore('FCD','IncludeSubfolders',true,'LabelSource','foldernames');
imds.ReadFcn = @readtrain;
[imdsTrain,imdsTest] = splitEachLabel(imds,0.7,'randomized');
layers=[imageInputLayer([224 224 3])
convolution2dLayer(3,8,'Padding','same')
batchNormalizationLayer
reluLayer
maxPooling2dLayer(2,'Stride',2)
convolution2dLayer(3,16,'Padding','same')
batchNormalizationLayer
reluLayer
maxPooling2dLayer(2,'Stride',2)
convolution2dLayer(3,32,'Padding','same')
batchNormalizationLayer
reluLayer
fullyConnectedLayer(8)
softmaxLayer
classificationLayer];
options = trainingOptions('sgdm', ...
'Plots', 'training-progress', ...
'LearnRateSchedule', 'piecewise', ...
'LearnRateDropFactor', 0.2, ...
'LearnRateDropPeriod', 5, ...
'MiniBatchSize', 300);
options.MaxEpochs = 30;
options.InitialLearnRate=0.001;
convert=trainNetwork(imdsTrain,layers,options);
in read train I have used the resizing of the images but i am getting an error
Error using trainNetwork (line 184)
Unexpected image size: All images must have the same size.
Error in NewCnn (line 34)
convert=trainNetwork(imdsTrain,layers,options);
can anyone please help me with it how to run this program without any error.thank you in advance
0 commentaires
Réponses (1)
Anshika Chaurasia
le 16 Juin 2021
Hi,
You can refer to the following discussion on similar issue:
Hope it helps!
0 commentaires
Voir également
Catégories
En savoir plus sur Image Data Workflows dans Help Center et File Exchange
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!