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Library for online handwriting recognition system using UNIPEN database.

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4.94/5 (34 votes)
2 May 2012CPOL9 min read 103.9K   17K   88  
a library for handwriting recognition system which can recognize 99% to digit or 90% to capital letter+ digit
<?xml version="1.0" encoding="utf-8"?>
<NetworkParameters xmlns:xsd="http://www.w3.org/2001/XMLSchema" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns="NeuralNetwork">
  <DesignedPatternSize>
    <Width>0</Width>
    <Height>0</Height>
  </DesignedPatternSize>
  <RealPatternSize>
    <Width>0</Width>
    <Height>0</Height>
  </RealPatternSize>
  <MicronLimitParameter>0</MicronLimitParameter>
  <NumHessianPatterns>1000</NumHessianPatterns>
  <MaxScaling>18</MaxScaling>
  <MaxRotation>15</MaxRotation>
  <ElasticSigma>8</ElasticSigma>
  <ElasticScaling>0.45</ElasticScaling>
  <Epochs>35</Epochs>
  <DecayAfterEpochs>1</DecayAfterEpochs>
  <DistotionEpochs>15</DistotionEpochs>
  <WeightSaveTreshold>1</WeightSaveTreshold>
  <Distorted>false</Distorted>
  <SameDistortionsForNEpochs>1</SameDistortionsForNEpochs>
  <SeverityFactor>1</SeverityFactor>
  <InitialEtaLearningRate>0.00085</InitialEtaLearningRate>
  <LearningRateDecay>0.794328235</LearningRateDecay>
  <MinimumEtaLearningRate>1E-06</MinimumEtaLearningRate>
  <AfterEveryNBackprops>0</AfterEveryNBackprops>
  <EtaDecay>0.8125</EtaDecay>
</NetworkParameters>

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This article, along with any associated source code and files, is licensed under The Code Project Open License (CPOL)


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Vietnam Maritime University
Vietnam Vietnam
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