this.downsampleHeight = Integer.parseInt(strHeight);
this.downsampleWidth = Integer.parseInt(strWidth);
if (strType.equals("RGB")) {
this.downsample = new RGBDownsample();
} else {
this.downsample = new SimpleIntensityDownsample();
}
this.training = new ImageNeuralDataSet(this.downsample, false, 1, -1);