Class ImageMLDataSet

  • All Implemented Interfaces:
    Serializable, Iterable<MLDataPair>, MLDataSet

    public class ImageMLDataSetextends BasicMLDataSet
    Store a collection of images for training with a neural network. This class collects and then downsamples images for use with a neural network. This is a memory based class, so large datasets can run out of memory.
    See Also:
    Serialized Form
    • Field Detail


        public static final String MUST_USE_IMAGE
        Error message to inform the caller that only ImageNeuralData objects can be used with this collection.
        See Also:
        Constant Field Values
    • Constructor Detail

      • ImageMLDataSet

        public ImageMLDataSet(Downsample theDownsampler,              boolean theFindBounds,              double theHi,              double theLo)
        Construct this class with the specified downsampler.
        theDownsampler - The downsampler to use.
        theFindBounds - Should the bounds be found and clipped.
        theHi - The high value to normalize to.
        theLo - The low value to normalize to.
    • Method Detail

      • downsample

        public final void downsample(int theHeight,              int theWidth)
        Downsample all images and generate training data.
        theHeight - The height to downsample to.
        theWidth - the width to downsample to.
      • getHeight

        public final int getHeight()
        the height
      • getWidth

        public final int getWidth()
        the width

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