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Large pattern recognition system using multi neural networks

By , 31 May 2012
 
capital_letter_v2.zip
capital letter v2.nnt
digit_v2.zip
digit v2.nnt
Drawing_samples.zip
Drawing samples
angle and beast.dtl
draw bitmap.dtl
draw image hum 1234.dtl
hell vs heaven.dtl
hello how are you.dtl
hope good.dtl
Multi neurons.dtl
need a pHd Scholarship.dtl
quick and slow.dtl
Quick and snow show.dtl
sample.dtl
thank you.dtl
wellcome to VIMARU.dtl
work hard happy.dtl
Handwriting_recognition_system_demo.zip
Handwriting recognition system demo
Config
NetworkParameters.xml
DocToolkit.dll
DrawTools.dll
Neurons.dll
NNControl.dll
UNIPENviewer.exe
UPImage.dll
Handwriting_recognition_system_source.zip
Handwriting recognition system source
DocToolkit
AssemblyInfo.cs
bin
Debug
Release
DocToolkit.dll
DocManager.cs
DocToolkit.csproj
DocToolkit.csproj.user
DocToolkit.sln
DocToolkit.snk
DragDropManager.cs
MruManager.cs
obj
Debug
DesignTimeResolveAssemblyReferencesInput.cache
DocToolkit.csproj.FileListAbsolute.txt
TempPE
Release
DesignTimeResolveAssemblyReferencesInput.cache
DocToolkit.csproj.FileListAbsolute.txt
DocToolkit.dll
TempPE
PersistWindowState.cs
DrawTools
about.bmp
app.config
App.ico
AssemblyInfo.cs
bin
Debug
Release
DocToolkit.dll
DrawTools.dll
DrawTools.dll.config
DrawArea.cs
DrawArea.resx
DrawEllipse.cs
DrawLine.cs
DrawObject.cs
DrawPolygon.cs
DrawRectangle.cs
DrawTools.csproj
DrawTools.csproj.user
DrawTools.sln
ellipse.bmp
Ellipse.cur
GraphicsList.cs
line.bmp
Line.cur
new.bmp
obj
Debug
DesignTimeResolveAssemblyReferencesInput.cache
DrawTools.csproj.FileListAbsolute.txt
TempPE
Release
DesignTimeResolveAssemblyReferencesInput.cache
DrawTools.csproj.FileListAbsolute.txt
DrawTools.dll
DrawTools.DrawArea.resources
GenerateResource.read.1.tlog
GenerateResource.write.1.tlog
ResolveAssemblyReference.cache
TempPE
open.bmp
pencil.bmp
Pencil.cur
pointer.bmp
PolyHandle.cur
rectangle.bmp
Rectangle.cur
Resources
save.bmp
Tool.cs
ToolEllipse.cs
ToolLine.cs
ToolObject.cs
ToolPointer.cs
ToolPolygon.cs
ToolRectangle.cs
Neurons.dll
NNControl
bin
Debug
Neurons.pdb
UPImage.pdb
UP-NeuralTraining.dll
UP-NeuralTraining.pdb
Release
DocToolkit.dll
DrawTools.dll
Neurons.dll
Neurons.pdb
NNControl.dll
NNControl.pdb
UPImage.dll
UPImage.pdb
Common
UPTemplateControl.cs
UPTemplateControl.Designer.cs
UPTemplateControl.resx
FlashForm.cs
FlashForm.Designer.cs
FlashForm.resx
NNControl.csproj
NNTesting
NNTestingControl.cs
NNTestingControl.Designer.cs
NNTestingControl.resx
NNTestPatterns.cs
NNTraining
ConvolutionForm.cs
ConvolutionForm.Designer.cs
ConvolutionForm.resx
CreateNetworkForm.cs
CreateNetworkForm.Designer.cs
CreateNetworkForm.resx
FullConnectedForm.cs
FullConnectedForm.Designer.cs
FullConnectedForm.resx
InputLayerForm.cs
InputLayerForm.Designer.cs
InputLayerForm.resx
NNTrainingControl.cs
NNTrainingControl.Designer.cs
NNTrainingControl.resx
OutputLayerForm.cs
OutputLayerForm.Designer.cs
OutputLayerForm.resx
TrainingParametersForm.cs
TrainingParametersForm.Designer.cs
TrainingParametersForm.resx
obj
Debug
DesignTimeResolveAssemblyReferences.cache
DesignTimeResolveAssemblyReferencesInput.cache
NNControl.csproj.FileListAbsolute.txt
TempPE
Properties.Resources.Designer.cs.dll
UP_NeuralTraining.FlashForm.resources
UP_NeuralTraining.TrainingParametersForm.resources
UP_NeuralTraining.UP_NNTrainingControl.resources
UPControl.Common.BaseControl.resources
UPControl.Common.UPTemplateControl.resources
UPControl.csproj.FileListAbsolute.txt
UPControl.FlashForm.resources
UPControl.NNTraining.UP_NNTrainingControl.resources
UPControl.TrainingParametersForm.resources
UPControl.UPViewer.UpImageViewer.resources
UP-NeuralNetworkTraining Control.csproj.FileListAbsolute.txt
UP-NeuralNetworkTraining.csproj.FileListAbsolute.txt
UP-NeuralTraining.csproj.FileListAbsolute.txt
UP-NeuralTraining.dll
UP-NeuralTraining.pdb
Release
DesignTimeResolveAssemblyReferences.cache
DesignTimeResolveAssemblyReferencesInput.cache
GenerateResource.read.1.tlog
GenerateResource.write.1.tlog
NNControl.Common.UPTemplateControl.resources
NNControl.csproj.FileListAbsolute.txt
NNControl.dll
NNControl.FlashForm.resources
NNControl.NNTesting.NNTestingControl.resources
NNControl.NNTraining.ConvolutionForm.resources
NNControl.NNTraining.CreateNetworkForm.resources
NNControl.NNTraining.FullConnectedForm.resources
NNControl.NNTraining.InputLayerForm.resources
NNControl.NNTraining.OutputLayerForm.resources
NNControl.NNTraining.UP_NNTrainingControl.resources
NNControl.pdb
NNControl.Properties.Resources.resources
NNControl.TrainingParametersForm.resources
NNControl.UPViewer.UpImageViewer.resources
ResolveAssemblyReference.cache
TempPE
Properties.Resources.Designer.cs.dll
Properties
AssemblyInfo.cs
Resources.Designer.cs
Resources.resx
Resources
btnBack.png
btnDrag.png
btnFitToScreen.png
btnNext.png
btnOpen.png
btnPreview.png
btnRotate270.png
btnRotate90.png
btnSelect.png
btnZoomIn.png
btnZoomOut.png
circle.png
clear.png
color_line.png
cry.png
document-new.png
Drag.cur
draw_line.png
ellipse.png
export.png
file.png
fingerprint-recognition.png
folder.png
folder-open.png
folders_explorer.png
Grab.cur
home.png
label-link.png
pointer.png
rectangle.png
save_accept.png
script_(stop).gif
smile.png
stock_draw-line.png
Stop sign.png
Upload.png
user-group-new.png
UPViewer
DrawEngine.cs
DrawObject.cs
ImageViewer.cs
ImageViewer.Designer.cs
ImageViewer.resx
PanelDoubleBuffered.cs
UNIPENviewer.sln
UNIPENviewer.suo
UNIPENviewer
bin
Debug
Config
NetworkParameters.xml
TrainingRate.xml
Neurons.pdb
UNIPENviewer.vshost.exe
UNIPENviewer.vshost.exe.manifest
UPImage.pdb
Release
Config
NetworkParameters.xml
TrainingRate.xml
DocToolkit.dll
DrawTools.dll
Neurons.dll
Neurons.pdb
NNControl.dll
NNControl.pdb
UNIPENviewer.exe
UNIPENviewer.pdb
UNIPENviewer.vshost.exe
UNIPENviewer.vshost.exe.manifest
UPImage.dll
UPImage.pdb
MainForm.cs
MainForm.Designer.cs
MainForm.resx
obj
Debug
DesignTimeResolveAssemblyReferences.cache
DesignTimeResolveAssemblyReferencesInput.cache
TempPE
UNIPENviewer.csproj.FileListAbsolute.txt
Release
DesignTimeResolveAssemblyReferencesInput.cache
GenerateResource.read.1.tlog
GenerateResource.write.1.tlog
ResolveAssemblyReference.cache
TempPE
UNIPENviewer.csproj.FileListAbsolute.txt
UNIPENviewer.MainForm.resources
UNIPENviewer.Properties.Resources.resources
x86
Debug
DesignTimeResolveAssemblyReferences.cache
DesignTimeResolveAssemblyReferencesInput.cache
GenerateResource.read.1.tlog
GenerateResource.write.1.tlog
ResolveAssemblyReference.cache
TempPE
UNIPENviewer.csproj.FileListAbsolute.txt
UNIPENviewer.exe
UNIPENviewer.Form1.resources
UNIPENviewer.pdb
UNIPENviewer.Properties.Resources.resources
Program.cs
Properties
AssemblyInfo.cs
Resources.Designer.cs
Resources.resx
Settings.Designer.cs
Settings.settings
UNIPENFile.cs
UNIPENFileClass.cs
UNIPENviewer.csproj
UPImage.dll
lower_case_letter_v2.zip
lower case letter v2.nnt
wellcome_to_vimaru.zip
vi du.dtl
wellcom to VIMARU.dtl 
<?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>500</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>0.65</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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About the Author

 Vietdungiitb
Vietnam Maritime University
Vietnam Vietnam
Member
No Biography provided

About Article
Tutorials of using multi neural networks for large pattern recognition system, handwriting recognition system
Type Article
Licence CPOL
First Posted 2 May 2012
Views 27,952
Downloads 15,373
Bookmarked 117 times
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