gistfile1.txt

// How do I apply the same functionality that I have here in this code snippet of a DataSetIterator
        
        DataNormalization scaler = new ImagePreProcessingScaler(0,1);
        scaler.fit(dataIter);
        dataIter.setPreProcessor(scaler);
// this was run when I trained the data
// took pixels from 0-255 to 0-1

// Now I read the data like this (Thanks Raver.)
        File mf = new File(filechose);
        NativeImageLoader loader = new NativeImageLoader(height, width, channels);
        INDArray image = loader.asMatrix(mf);
        
// The INDArray image however has values 0-255
// How do I apply the scaler from the first example, to the INDArray from the second
// More general question , what is the difference between a DataSet and an INDArray

scaler.transform(image) will work. Give that a try

The dataset has features,labels and masks associated with it.