Image Recognition with Neural Networks

Murat Firat

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30 Oct 2007CPOL4 min read

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This article contains a brief description of BackPropagation Artificial Neural Network and its implementation for Image Recognition

bpsimplified_src.zip
- BPSimplified.sln
- BPSimplified
  - App.config
  - bin
    - Debug
      - BPSimplified.exe
      - BPSimplified.exe.config
      - ICONS
        
        Adobe.bmp
        
        Mozilla.bmp
        
        NBeans.bmp
        
        Npad.bmp
        
        Quest.bmp
        
        VStudio.bmp
        
        Winamp.bmp
        
        Word.bmp
      - PATTERNS
        
        0.bmp
        
        1.bmp
        
        2.bmp
        
        3.bmp
        
        4.bmp
        
        5.bmp
        
        6.bmp
        
        7.bmp
        
        8.bmp
        
        9.bmp
        
        A.bmp
        
        B.bmp
        
        C.bmp
        
        D.bmp
        
        E.bmp
        
        F.bmp
        
        G.bmp
        
        H.bmp
        
        I.bmp
        
        J.bmp
        
        K.bmp
        
        L.bmp
        
        M.bmp
        
        N.bmp
        
        O.bmp
        
        P.bmp
        
        Q.bmp
        
        R.bmp
        
        S.bmp
        
        T.bmp
        
        U.bmp
        
        V.bmp
        
        W.bmp
        
        X.bmp
        
        Y.bmp
        
        Z.bmp
      - sample.net
  - BPSimplified.csproj
  - DrawingPanel.cs
  - ImageProcessing.cs
  - Lib
  - NeuralDemo.cs
  - NeuralDemo.Designer.cs
  - NeuralDemo.resx
  - Program.cs
  - Properties
bpsimplified_demo.zip
- BPSimplified.exe
- BPSimplified.exe.config
- ICONS
  - Adobe.bmp
  - Mozilla.bmp
  - NBeans.bmp
  - Npad.bmp
  - Quest.bmp
  - VStudio.bmp
  - Winamp.bmp
  - Word.bmp
- PATTERNS
  - 0.bmp
  - 1.bmp
  - 2.bmp
  - 3.bmp
  - 4.bmp
  - 5.bmp
  - 6.bmp
  - 7.bmp
  - 8.bmp
  - 9.bmp
  - A.bmp
  - B.bmp
  - C.bmp
  - D.bmp
  - E.bmp
  - F.bmp
  - G.bmp
  - H.bmp
  - I.bmp
  - J.bmp
  - K.bmp
  - L.bmp
  - M.bmp
  - N.bmp
  - O.bmp
  - P.bmp
  - Q.bmp
  - R.bmp
  - S.bmp
  - T.bmp
  - U.bmp
  - V.bmp
  - W.bmp
  - X.bmp
  - Y.bmp
  - Z.bmp
- sample.net
backpropagation_src.zip
- BackPropagation.csproj
- BackPropagation.sln
- BackPropagation.suo
- bin
  - Debug
    - 06_19_BackPropagation.exe
    - 06_19_BackPropagation.vshost.exe
    - ICONS
      - Adobe
        
        adobe reader.bmp
        
        Thumbs.db
      - Mozilla
        
        Thumbs.db
        
        untitled.bmp
      - NetB
        
        Thumbs.db
        
        untitled6.bmp
      - NoteP
        
        Thumbs.db
        
        untitled4.bmp
      - Office
        
        ms word.bmp
        
        Thumbs.db
      - Printer
        
        Thumbs.db
        
        untitled.bmp
      - Quest
        
        Thumbs.db
        
        untitled5.bmp
      - Studio
        
        Thumbs.db
        
        untitled3.bmp
      - Winamp
        
        Thumbs.db
        
        untitled2.bmp
      - Winrar
        
        Thumbs.db
        
        untitled.bmp
    - PATTERNS
      - 0
        
        0.bmp
        
        Thumbs.db
      - 1
        
        1.bmp
        
        Thumbs.db
      - 2
        
        2.bmp
        
        Thumbs.db
      - 3
        
        3.bmp
        
        Thumbs.db
      - 4
        
        4.bmp
        
        Thumbs.db
      - 5
        
        5.bmp
        
        Thumbs.db
      - 6
        
        6.bmp
        
        Thumbs.db
      - 7
        
        7.bmp
        
        Thumbs.db
      - 8
        
        8.bmp
        
        Thumbs.db
      - 9
        
        9.bmp
        
        Thumbs.db
      - A
        
        A.bmp
        
        Thumbs.db
      - B
        
        B.bmp
        
        Thumbs.db
      - C
        
        C.bmp
        
        Thumbs.db
      - D
        
        D.bmp
        
        Thumbs.db
      - E
        
        E.bmp
        
        Thumbs.db
      - F
        
        F.bmp
        
        Thumbs.db
      - G
        
        G.bmp
        
        Thumbs.db
      - H
        
        H.bmp
        
        Thumbs.db
      - I
        
        I.bmp
        
        Thumbs.db
      - J
        
        J.bmp
        
        Thumbs.db
      - K
        
        K.bmp
        
        Thumbs.db
      - L
        
        L.bmp
        
        Thumbs.db
      - M
        
        M.bmp
        
        Thumbs.db
      - N
        
        N.bmp
        
        Thumbs.db
      - O
        
        O.bmp
        
        Thumbs.db
      - P
        
        P.bmp
        
        Thumbs.db
      - Q
        
        Q.bmp
        
        Thumbs.db
      - R
        
        R.bmp
        
        Thumbs.db
      - S
        
        S.bmp
        
        Thumbs.db
      - T
        
        T.bmp
        
        Thumbs.db
      - Thumbs.db
      - U
        
        Thumbs.db
        
        U.bmp
      - V
        
        Thumbs.db
        
        V.bmp
      - W
        
        Thumbs.db
        
        W.bmp
      - X
        
        Thumbs.db
        
        X.bmp
      - Y
        
        Thumbs.db
        
        Y.bmp
      - Z
        
        Thumbs.db
        
        Z.bmp
- FormANN.cs
- FormANN.Designer.cs
- FormANN.resx
- Lib
- Program.cs
- Properties
backpropagation_demo.zip
- 06_19_BackPropagation.exe
- Adobe
  - adobe reader.bmp
  - Thumbs.db
  - Mozilla
    - Thumbs.db
    - untitled.bmp
  - NetB
    - Thumbs.db
    - untitled6.bmp
  - NoteP
    - Thumbs.db
    - untitled4.bmp
  - Office
    - ms word.bmp
    - Thumbs.db
  - Printer
    - Thumbs.db
    - untitled.bmp
  - Quest
    - Thumbs.db
    - untitled5.bmp
  - Studio
    - Thumbs.db
    - untitled3.bmp
  - Winamp
    - Thumbs.db
    - untitled2.bmp
  - Winrar
    - Thumbs.db
    - untitled.bmp
  - 0
    - 0.bmp
    - Thumbs.db
  - 1
    - 1.bmp
    - Thumbs.db
  - 2
    - 2.bmp
    - Thumbs.db
  - 3
    - 3.bmp
    - Thumbs.db
  - 4
    - 4.bmp
    - Thumbs.db
  - 5
    - 5.bmp
    - Thumbs.db
  - 6
    - 6.bmp
    - Thumbs.db
  - 7
    - 7.bmp
    - Thumbs.db
  - 8
    - 8.bmp
    - Thumbs.db
  - 9
    - 9.bmp
    - Thumbs.db
  - A
    - A.bmp
    - Thumbs.db
  - B
    - B.bmp
    - Thumbs.db
  - C
    - C.bmp
    - Thumbs.db
  - D
    - D.bmp
    - Thumbs.db
  - E
    - E.bmp
    - Thumbs.db
  - F
    - F.bmp
    - Thumbs.db
  - G
    - G.bmp
    - Thumbs.db
  - H
    - H.bmp
    - Thumbs.db
  - I
    - I.bmp
    - Thumbs.db
  - J
    - J.bmp
    - Thumbs.db
  - K
    - K.bmp
    - Thumbs.db
  - L
    - L.bmp
    - Thumbs.db
  - M
    - M.bmp
    - Thumbs.db
  - N
    - N.bmp
    - Thumbs.db
  - O
    - O.bmp
    - Thumbs.db
  - P
    - P.bmp
    - Thumbs.db
  - Q
    - Q.bmp
    - Thumbs.db
  - R
    - R.bmp
    - Thumbs.db
  - S
    - S.bmp
    - Thumbs.db
  - T
    - T.bmp
    - Thumbs.db
  - Thumbs.db
  - U
    - Thumbs.db
    - U.bmp
  - V
    - Thumbs.db
    - V.bmp
  - W
    - Thumbs.db
    - W.bmp
  - X
    - Thumbs.db
    - X.bmp
  - Y
    - Thumbs.db
    - Y.bmp
  - Z
    - Thumbs.db
    - Z.bmp
backpropagation2_demo.zip
- BackPropagation.exe
- adobe.bmp
- mozilla.bmp
- ms word.bmp
- netbeans.bmp
- notepad.bmp
- quest.bmp
- studio.bmp
- Thumbs.db
- winamp.bmp
- 0.bmp
- 1.bmp
- 2.bmp
- 3.bmp
- 4.bmp
- 5.bmp
- 6.bmp
- 7.bmp
- 8.bmp
- 9.bmp
- A.bmp
- B.bmp
- C.bmp
- D.bmp
- E.bmp
- F.bmp
- G.bmp
- H.bmp
- I.bmp
- J.bmp
- K.bmp
- L.bmp
- M.bmp
- N.bmp
- O.bmp
- P.bmp
- Q.bmp
- R.bmp
- S.bmp
- T.bmp
- Thumbs.db
- U.bmp
- V.bmp
- W.bmp
- X.bmp
- Y.bmp
- Z.bmp
backpropagation2_src.zip
- BackPropagation.csproj
- BackPropagation.sln
- BackPropagation.suo
- 06_19_BackPropagation.exe
- 06_19_BackPropagation.vshost.exe
- adobe.bmp
- mozilla.bmp
- ms word.bmp
- netbeans.bmp
- notepad.bmp
- quest.bmp
- studio.bmp
- Thumbs.db
- winamp.bmp
- 0.bmp
- 1.bmp
- 2.bmp
- 3.bmp
- 4.bmp
- 5.bmp
- 6.bmp
- 7.bmp
- 8.bmp
- 9.bmp
- A.bmp
- B.bmp
- C.bmp
- D.bmp
- E.bmp
- F.bmp
- G.bmp
- H.bmp
- I.bmp
- J.bmp
- K.bmp
- L.bmp
- M.bmp
- N.bmp
- O.bmp
- P.bmp
- Q.bmp
- R.bmp
- S.bmp
- T.bmp
- Thumbs.db
- U.bmp
- V.bmp
- W.bmp
- X.bmp
- Y.bmp
- Z.bmp
- FormANN.cs
- FormANN.Designer.cs
- FormANN.resx
- BP1Layer.cs
- BP2Layer.cs
- BP3Layer.cs
- BPBase.cs
- Program.cs
- AssemblyInfo.cs
- Resources.Designer.cs
- Resources.resx
- Settings.Designer.cs
- Settings.settings

<?xml version='1.0' encoding='utf-8'?>
<SettingsFile xmlns="http://schemas.microsoft.com/VisualStudio/2004/01/settings" CurrentProfile="(Default)">
  <Profiles>
    <Profile Name="(Default)" />
  </Profiles>
  <Settings />
</SettingsFile>

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License

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

Written By

Murat Firat

Software Developer (Senior)

Turkey

Has BS degree on computer science, working as software engineer in istanbul.

Image Recognition with Neural Networks

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