Examples of org.neuroph.contrib.imgrec.ImageRecognitionPlugin

     * @param charImage character image
     * @return recognized character
     */
    public Character recognizeCharacter(BufferedImage charImage) {
        // get the image recognition plugin from neural network
        ImageRecognitionPlugin imageRecognition = (ImageRecognitionPlugin) this.getParentNetwork().getPlugin(ImageRecognitionPlugin.class);


        HashMap<String, Double> output = imageRecognition.recognizeImage(charImage);
        HashMap<String, Neuron> n = imageRecognition.getMaxOutput();


        String ch = n.toString().substring(1, 2);
        return Character.valueOf(ch.charAt(0));
    }

     * @param charImage character image
     * @return HashMap with keys as characters and recognition probability as values
     */
    public HashMap recognizeCharacterProbabilities(BufferedImage charImage) {
        // get the image recognition plugin from neural network
        ImageRecognitionPlugin imageRecognition =
                (ImageRecognitionPlugin) this.getParentNetwork().getPlugin(ImageRecognitionPlugin.class);


        // image recognition is done here
        HashMap<String, Double> output = imageRecognition.recognizeImage(charImage);
        HashMap<Character, Double> recognized = sortHashMapByValues(output);


        return recognized;
    }

Related Classes of org.neuroph.contrib.imgrec.ImageRecognitionPlugin

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