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Train Stacked Auto encoders for potholes datasets classification

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Srinidhi Gorityala
Srinidhi Gorityala 2020년 6월 18일
Helo, iam working on pothole dataset image classification using train stacked auto encoders. Iam gettin few errors and iam unable to load the dataset . Could any one please help me in solving this error.
clc;
clear all;
close all;
myTrainingFolder = 'C:\Users\Admin\Desktop\Major Project\dataset';
imds = imageDatastore(myTrainingFolder,'IncludeSubfolders', true, 'LabelSource', 'foldernames');
labelCount = countEachLabel(imds);
numClasses = height(labelCount);
numImagesTraining = numel(imds.Files);
%% Create training and validation sets
[imdsTrainingSet, imdsValidationSet] = splitEachLabel(imds,0.7,'randomized');
rng('default');
hiddenSize1 = 100;
autoenc1 = trainAutoencoder(imdsTrainingSet,hiddenSize1, ...
'MaxEpochs',400, ...
'L2WeightRegularization',0.004, ...
'SparsityRegularization',4, ...
'SparsityProportion',0.15, ...
'ScaleData', false);
view(autoenc1);
figure()
plotWeights(autoenc1);
ERROR:
Error in Autoencoder.train (line 510)
[X,visualizationDimensions, trainedOnImages] = iConvertToDouble(X);
Error in trainAutoencoder (line 109)
autoenc = Autoencoder.train(X, autonet, paramsStruct.UseGPU);
Error in encoder (line 15)
autoenc1 = trainAutoencoder(myTrainingFolder,hiddenSize1, ...

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