org.neuroph.contrib.ocr
Class OcrHelper

java.lang.Object
  org.neuroph.contrib.imgrec.ImageRecognitionHelper
      org.neuroph.contrib.ocr.OcrHelper

public class OcrHelper
extends ImageRecognitionHelper

Provides methods to create Neural Network and Training set for OCR.

Constructor Summary

OcrHelper()

Method Summary

static NeuralNetwork

createNewNeuralNetwork(java.lang.String label, java.awt.Dimension samplingResolution, ColorMode colorMode, java.util.List<java.lang.String> characterLabels, java.util.Vector<java.lang.Integer> layersNeuronsCount, TransferFunctionType transferFunctionType) Creates neural network for OCR, which contains OCR plugin.

Methods inherited from class org.neuroph.contrib.imgrec.ImageRecognitionHelper

createBlackAndWhiteTrainingSet, createTrainingSet

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

OcrHelper

public OcrHelper()

Method Detail

createNewNeuralNetwork

public static NeuralNetwork createNewNeuralNetwork(java.lang.String label,
                                                   java.awt.Dimension samplingResolution,
                                                   ColorMode colorMode,
                                                   java.util.List<java.lang.String> characterLabels,
                                                   java.util.Vector<java.lang.Integer> layersNeuronsCount,
                                                   TransferFunctionType transferFunctionType)

Creates neural network for OCR, which contains OCR plugin. OCR plugin provides interface for character recognition.

Parameters:

label - neural network label

samplingResolution - character size in pixels (all characters will be scaled to this dimensions during recognition)

colorMode - color mode used fr recognition

characterLabels - character labels for output neurons

layersNeuronsCount - number of neurons ih hidden layers

transferFunctionType - neurons transfer function type

Returns:

returns NeuralNetwork with the OCR plugin