Package org.neuroph.core

Examples of org.neuroph.core.NeuralNetwork.addPlugin()

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     * @param transferFunctionType neurons transfer function type
     * @return returns NeuralNetwork with the OCR plugin
     */
    public static NeuralNetwork createNewNeuralNetwork(String label, Dimension samplingResolution, ColorMode colorMode, List<String> characterLabels,  List<Integer> layersNeuronsCount, TransferFunctionType transferFunctionType) {
        NeuralNetwork neuralNetwork = ImageRecognitionHelper.createNewNeuralNetwork(label, samplingResolution, colorMode, characterLabels, layersNeuronsCount, transferFunctionType);
        neuralNetwork.addPlugin(new OcrPlugin(samplingResolution, colorMode));

        return neuralNetwork;
    }
}
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    NeuralNetwork neuralNetwork = new MultiLayerPerceptron(layersNeuronsCount, transferFunctionType);

    neuralNetwork.setLabel(label);
    PluginBase imageRecognitionPlugin = new ImageRecognitionPlugin(samplingResolution, colorMode);
    neuralNetwork.addPlugin(imageRecognitionPlugin);

    assignLabelsToOutputNeurons(neuralNetwork, imageLabels);
                neuralNetwork.setLearningRule(new MomentumBackpropagation());

            return neuralNetwork;
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