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IrisRecognition.java
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IrisRecognition.java
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/*
* To change this license header, choose License Headers in Project Properties.
* To change this template file, choose Tools | Templates
* and open the template in the editor.
*/
package Iris;
import java.awt.Color;
import java.awt.HeadlessException;
import java.awt.image.BufferedImage;
import java.io.BufferedReader;
import java.io.BufferedWriter;
import java.io.File;
import java.io.FileNotFoundException;
import java.io.FileReader;
import java.io.FileWriter;
import java.io.IOException;
import java.io.PrintWriter;
import java.util.logging.Level;
import java.util.logging.Logger;
import javax.imageio.ImageIO;
import javax.swing.ImageIcon;
import javax.swing.JFileChooser;
import javax.swing.JOptionPane;
import javax.swing.table.DefaultTableModel;
/**
*
* @author bintari
*/
public class IrisRecognition extends javax.swing.JFrame {
/**
* Creates new form IrisRecognition
*/
public BufferedImage BIM;
public int height,width;//=192,width=144;
public int red, blue, green;
public int barisgray=21600,baris=150, kolom, segmen=12;
int data1=60, data2=30;
public double data_input[][]=new double[barisgray][data1];
public double data_grayscale[][]=new double[barisgray][data1];
public double data_segmentasi[][]=new double[baris][data1];
public double data_inputt[][]=new double[baris][data1];
public String label;
public String nama;
public String ls_nama;
public double [][] greys = new double [180][120];
public static int ncitra = 0, banyak=0;
public Object[]out={"1","2","3","4","5","6"};
public int hidden=baris;
public int input=baris;
public int output=6;
public double bobotv_opt[][]=new double[input][hidden];
public double biasv_opt[][]=new double[1][hidden];
public double bobotw_opt [][]=new double[hidden][output]; //60, 30
public double biasw_opt [][]=new double[1][output];
public double T[][]=new double[output][data1];
public String [][] Y;
public double [][]Ye;
int seg = 0;
public double[]rs = new double[100000];
double[][]segm=new double[baris][1];
int segmentasi;
double[][] nor11=new double[baris][1];
public IrisRecognition() {
initComponents();
}
/**
* This method is called from within the constructor to initialise the form.
* WARNING: Do NOT modify this code. The content of this method is always
* regenerated by the Form Editor.
*/
@SuppressWarnings("unchecked")
// <editor-fold defaultstate="collapsed" desc="Generated Code">//GEN-BEGIN:initComponents
private void initComponents() {
jPanel1 = new javax.swing.JPanel();
jTabbedPane1 = new javax.swing.JTabbedPane();
jPanel2 = new javax.swing.JPanel();
jLabel1 = new javax.swing.JLabel();
jLabel2 = new javax.swing.JLabel();
jLabel3 = new javax.swing.JLabel();
g1 = new javax.swing.JLabel();
g2 = new javax.swing.JLabel();
b_browse = new javax.swing.JButton();
b_grayscale = new javax.swing.JButton();
b_refresh = new javax.swing.JButton();
b_prosesdata = new javax.swing.JButton();
jTabbedPane2 = new javax.swing.JTabbedPane();
jScrollPane1 = new javax.swing.JScrollPane();
m_datatraining = new javax.swing.JTable();
jScrollPane2 = new javax.swing.JScrollPane();
m_datavalidasi = new javax.swing.JTable();
rb1 = new javax.swing.JRadioButton();
rb2 = new javax.swing.JRadioButton();
jLabel4 = new javax.swing.JLabel();
L_name = new javax.swing.JLabel();
b_save_TABEDPANE_1__ = new javax.swing.JButton();
jLabel5 = new javax.swing.JLabel();
jPanel3 = new javax.swing.JPanel();
jLabel6 = new javax.swing.JLabel();
jTabbedPane3 = new javax.swing.JTabbedPane();
jScrollPane8 = new javax.swing.JScrollPane();
m_gray = new javax.swing.JTable();
jScrollPane4 = new javax.swing.JScrollPane();
m_grayscale = new javax.swing.JTable();
jScrollPane5 = new javax.swing.JScrollPane();
m_seg = new javax.swing.JTable();
jScrollPane6 = new javax.swing.JScrollPane();
m_nor = new javax.swing.JTable();
b_prosesNormalisasi__ = new javax.swing.JButton();
b_browseDATA_segmentasi__ = new javax.swing.JButton();
b_simpangrayscale_ = new javax.swing.JButton();
jTabbedPane6 = new javax.swing.JTabbedPane();
jScrollPane7 = new javax.swing.JScrollPane();
m_seg1 = new javax.swing.JTable();
jTabbedPane10 = new javax.swing.JTabbedPane();
jScrollPane10 = new javax.swing.JScrollPane();
m_normal11 = new javax.swing.JTable();
jPanel4 = new javax.swing.JPanel();
jLabel7 = new javax.swing.JLabel();
jLabel8 = new javax.swing.JLabel();
tf_nbat = new javax.swing.JTextField();
jLabel9 = new javax.swing.JLabel();
tf_iterasi = new javax.swing.JTextField();
jLabel10 = new javax.swing.JLabel();
tf_learningrate = new javax.swing.JTextField();
jLabel11 = new javax.swing.JLabel();
tf_maxfre = new javax.swing.JTextField();
jLabel12 = new javax.swing.JLabel();
tf_minfre = new javax.swing.JTextField();
jLabel13 = new javax.swing.JLabel();
tf_pulse = new javax.swing.JTextField();
jLabel14 = new javax.swing.JLabel();
tf_lou = new javax.swing.JTextField();
jLabel15 = new javax.swing.JLabel();
tf_error = new javax.swing.JTextField();
jTabbedPane4 = new javax.swing.JTabbedPane();
jScrollPane13 = new javax.swing.JScrollPane();
m_bobotv = new javax.swing.JTable();
jScrollPane14 = new javax.swing.JScrollPane();
m_biasv = new javax.swing.JTable();
jScrollPane15 = new javax.swing.JScrollPane();
m_bobotw = new javax.swing.JTable();
jScrollPane16 = new javax.swing.JScrollPane();
m_biasw = new javax.swing.JTable();
jScrollPane18 = new javax.swing.JScrollPane();
m_targettraining = new javax.swing.JTable();
b_prosestraining = new javax.swing.JButton();
b_save_TRAINING__ = new javax.swing.JButton();
L_TrainingResultMSE = new javax.swing.JLabel();
L_Trainingiterasimax = new javax.swing.JLabel();
jPanel5 = new javax.swing.JPanel();
jLabel17 = new javax.swing.JLabel();
jTabbedPane5 = new javax.swing.JTabbedPane();
jScrollPane19 = new javax.swing.JScrollPane();
m_testingdata = new javax.swing.JTable();
jScrollPane20 = new javax.swing.JScrollPane();
m_outputjsttesting = new javax.swing.JTable();
b_prosestesting = new javax.swing.JButton();
L_TrainingPersen = new javax.swing.JLabel();
L_Trainingright = new javax.swing.JLabel();
L_Trainingfalse = new javax.swing.JLabel();
jTabbedPane8 = new javax.swing.JTabbedPane();
jScrollPane3 = new javax.swing.JScrollPane();
m_testinghasil = new javax.swing.JTable();
b_load__DATA_TESTING__ = new javax.swing.JButton();
jPanel7 = new javax.swing.JPanel();
jLabel19 = new javax.swing.JLabel();
jTabbedPane7 = new javax.swing.JTabbedPane();
jScrollPane22 = new javax.swing.JScrollPane();
m_dataprosesvallidasi = new javax.swing.JTable();
jScrollPane23 = new javax.swing.JScrollPane();
m_outputjstvalidasi = new javax.swing.JTable();
b_Proses_Validasi__ = new javax.swing.JButton();
jTabbedPane9 = new javax.swing.JTabbedPane();
jScrollPane25 = new javax.swing.JScrollPane();
m_hasilvalidasi = new javax.swing.JTable();
L_val1 = new javax.swing.JLabel();
L_val2 = new javax.swing.JLabel();
L_val3 = new javax.swing.JLabel();
b_load_DATA_VALIDASI__ = new javax.swing.JButton();
setDefaultCloseOperation(javax.swing.WindowConstants.EXIT_ON_CLOSE);
jTabbedPane1.setBackground(new java.awt.Color(204, 204, 204));
jLabel1.setFont(new java.awt.Font("Tahoma", 1, 18)); // NOI18N
jLabel1.setText("PENGENALAN CITRA IRIS MATA MENGGUNAKAN JST BACKPROPAGATION DAN ALGORITMA KELELAWAR");
jLabel2.setFont(new java.awt.Font("Tahoma", 0, 18)); // NOI18N
jLabel2.setText("CITRA ASLI");
jLabel3.setFont(new java.awt.Font("Tahoma", 0, 18)); // NOI18N
jLabel3.setText("GRAYSCALE");
g1.setHorizontalAlignment(javax.swing.SwingConstants.CENTER);
g1.setBorder(javax.swing.BorderFactory.createBevelBorder(javax.swing.border.BevelBorder.RAISED));
g2.setHorizontalAlignment(javax.swing.SwingConstants.CENTER);
g2.setBorder(javax.swing.BorderFactory.createBevelBorder(javax.swing.border.BevelBorder.RAISED));
b_browse.setBackground(new java.awt.Color(153, 204, 255));
b_browse.setText("BROWSE");
b_browse.addActionListener(new java.awt.event.ActionListener() {
public void actionPerformed(java.awt.event.ActionEvent evt) {
b_browseActionPerformed(evt);
}
});
b_grayscale.setBackground(new java.awt.Color(153, 204, 255));
b_grayscale.setText("GRAYSCALE");
b_grayscale.addActionListener(new java.awt.event.ActionListener() {
public void actionPerformed(java.awt.event.ActionEvent evt) {
b_grayscaleActionPerformed(evt);
}
});
b_refresh.setBackground(new java.awt.Color(153, 204, 255));
b_refresh.setText("REFRESH");
b_refresh.addActionListener(new java.awt.event.ActionListener() {
public void actionPerformed(java.awt.event.ActionEvent evt) {
b_refreshActionPerformed(evt);
}
});
b_prosesdata.setBackground(new java.awt.Color(153, 204, 255));
b_prosesdata.setText("PROSES");
b_prosesdata.addActionListener(new java.awt.event.ActionListener() {
public void actionPerformed(java.awt.event.ActionEvent evt) {
b_prosesdataActionPerformed(evt);
}
});
jTabbedPane2.setBackground(new java.awt.Color(255, 204, 204));
m_datatraining.setModel(new javax.swing.table.DefaultTableModel(
new Object [][] {
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null}
},
new String [] {
"No", "Nama Gambar", "Path", "ID Gambar", "Target"
}
));
m_datatraining.setToolTipText("");
jScrollPane1.setViewportView(m_datatraining);
jTabbedPane2.addTab("DATA TRAINING", jScrollPane1);
m_datavalidasi.setModel(new javax.swing.table.DefaultTableModel(
new Object [][] {
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null}
},
new String [] {
"No", "Nama Gambar", "Path", "ID Gambar", "Target"
}
));
jScrollPane2.setViewportView(m_datavalidasi);
jTabbedPane2.addTab("DATA VALIDASI", jScrollPane2);
rb1.setBackground(new java.awt.Color(153, 204, 255));
rb1.setFont(new java.awt.Font("Tahoma", 0, 18)); // NOI18N
rb1.setText("TRAINING");
rb1.addActionListener(new java.awt.event.ActionListener() {
public void actionPerformed(java.awt.event.ActionEvent evt) {
rb1ActionPerformed(evt);
}
});
rb2.setBackground(new java.awt.Color(153, 204, 255));
rb2.setFont(new java.awt.Font("Tahoma", 0, 18)); // NOI18N
rb2.setText("VALIDASI");
rb2.addActionListener(new java.awt.event.ActionListener() {
public void actionPerformed(java.awt.event.ActionEvent evt) {
rb2ActionPerformed(evt);
}
});
jLabel4.setFont(new java.awt.Font("Tahoma", 0, 18)); // NOI18N
jLabel4.setText("MODE:");
L_name.setFont(new java.awt.Font("Tahoma", 0, 18)); // NOI18N
L_name.setBorder(javax.swing.BorderFactory.createEmptyBorder(1, 1, 1, 1));
b_save_TABEDPANE_1__.setBackground(new java.awt.Color(153, 204, 255));
b_save_TABEDPANE_1__.setFont(new java.awt.Font("Tahoma", 0, 18)); // NOI18N
b_save_TABEDPANE_1__.setText("Save Data");
b_save_TABEDPANE_1__.addActionListener(new java.awt.event.ActionListener() {
public void actionPerformed(java.awt.event.ActionEvent evt) {
b_save_TABEDPANE_1__ActionPerformed(evt);
}
});
jLabel5.setText("Oleh: Bintari Siswi Utami");
javax.swing.GroupLayout jPanel2Layout = new javax.swing.GroupLayout(jPanel2);
jPanel2.setLayout(jPanel2Layout);
jPanel2Layout.setHorizontalGroup(
jPanel2Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addGroup(jPanel2Layout.createSequentialGroup()
.addGap(346, 346, 346)
.addComponent(jLabel1)
.addContainerGap(359, Short.MAX_VALUE))
.addGroup(javax.swing.GroupLayout.Alignment.TRAILING, jPanel2Layout.createSequentialGroup()
.addGroup(jPanel2Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.TRAILING)
.addGroup(jPanel2Layout.createSequentialGroup()
.addGap(0, 0, Short.MAX_VALUE)
.addComponent(b_save_TABEDPANE_1__, javax.swing.GroupLayout.PREFERRED_SIZE, 141, javax.swing.GroupLayout.PREFERRED_SIZE))
.addGroup(jPanel2Layout.createSequentialGroup()
.addGroup(jPanel2Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addGroup(jPanel2Layout.createSequentialGroup()
.addGap(71, 71, 71)
.addGroup(jPanel2Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING, false)
.addGroup(jPanel2Layout.createSequentialGroup()
.addGroup(jPanel2Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addComponent(b_browse, javax.swing.GroupLayout.PREFERRED_SIZE, 190, javax.swing.GroupLayout.PREFERRED_SIZE)
.addComponent(g1, javax.swing.GroupLayout.PREFERRED_SIZE, 190, javax.swing.GroupLayout.PREFERRED_SIZE)
.addComponent(b_refresh, javax.swing.GroupLayout.PREFERRED_SIZE, 190, javax.swing.GroupLayout.PREFERRED_SIZE)
.addComponent(jLabel5))
.addGap(66, 66, 66)
.addGroup(jPanel2Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING, false)
.addComponent(b_grayscale, javax.swing.GroupLayout.DEFAULT_SIZE, 193, Short.MAX_VALUE)
.addComponent(b_prosesdata, javax.swing.GroupLayout.DEFAULT_SIZE, javax.swing.GroupLayout.DEFAULT_SIZE, Short.MAX_VALUE))
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED, 108, Short.MAX_VALUE))
.addGroup(jPanel2Layout.createSequentialGroup()
.addGap(49, 49, 49)
.addComponent(jLabel2)
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED, javax.swing.GroupLayout.DEFAULT_SIZE, Short.MAX_VALUE)
.addComponent(jLabel3)
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED, javax.swing.GroupLayout.DEFAULT_SIZE, Short.MAX_VALUE))))
.addGroup(jPanel2Layout.createSequentialGroup()
.addGap(109, 109, 109)
.addGroup(jPanel2Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addComponent(L_name, javax.swing.GroupLayout.PREFERRED_SIZE, 254, javax.swing.GroupLayout.PREFERRED_SIZE)
.addGroup(jPanel2Layout.createSequentialGroup()
.addComponent(jLabel4)
.addGap(33, 33, 33)
.addComponent(rb1)
.addGap(18, 18, 18)
.addGroup(jPanel2Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addComponent(g2, javax.swing.GroupLayout.PREFERRED_SIZE, 190, javax.swing.GroupLayout.PREFERRED_SIZE)
.addComponent(rb2))))
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED, javax.swing.GroupLayout.DEFAULT_SIZE, Short.MAX_VALUE)))
.addComponent(jTabbedPane2, javax.swing.GroupLayout.PREFERRED_SIZE, 974, javax.swing.GroupLayout.PREFERRED_SIZE)))
.addGap(43, 43, 43))
);
jPanel2Layout.setVerticalGroup(
jPanel2Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addGroup(jPanel2Layout.createSequentialGroup()
.addGap(44, 44, 44)
.addComponent(jLabel1)
.addGap(32, 32, 32)
.addComponent(b_save_TABEDPANE_1__)
.addGroup(jPanel2Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addGroup(jPanel2Layout.createSequentialGroup()
.addGap(19, 19, 19)
.addGroup(jPanel2Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.BASELINE)
.addComponent(rb2)
.addComponent(rb1)
.addComponent(jLabel4))
.addGap(91, 91, 91)
.addGroup(jPanel2Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.BASELINE)
.addComponent(jLabel2)
.addComponent(jLabel3))
.addGap(37, 37, 37)
.addGroup(jPanel2Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.TRAILING)
.addComponent(g1, javax.swing.GroupLayout.PREFERRED_SIZE, 130, javax.swing.GroupLayout.PREFERRED_SIZE)
.addComponent(g2, javax.swing.GroupLayout.PREFERRED_SIZE, 130, javax.swing.GroupLayout.PREFERRED_SIZE))
.addGap(35, 35, 35)
.addGroup(jPanel2Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.TRAILING)
.addGroup(jPanel2Layout.createSequentialGroup()
.addComponent(b_grayscale)
.addGap(28, 28, 28)
.addComponent(b_prosesdata))
.addGroup(jPanel2Layout.createSequentialGroup()
.addComponent(b_browse)
.addGap(28, 28, 28)
.addComponent(b_refresh)))
.addGap(40, 40, 40)
.addComponent(L_name, javax.swing.GroupLayout.PREFERRED_SIZE, 37, javax.swing.GroupLayout.PREFERRED_SIZE)
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED, javax.swing.GroupLayout.DEFAULT_SIZE, Short.MAX_VALUE)
.addComponent(jLabel5))
.addGroup(jPanel2Layout.createSequentialGroup()
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED, 27, Short.MAX_VALUE)
.addComponent(jTabbedPane2, javax.swing.GroupLayout.PREFERRED_SIZE, 600, javax.swing.GroupLayout.PREFERRED_SIZE)))
.addGap(92, 92, 92))
);
jTabbedPane1.addTab("DATA", jPanel2);
jLabel6.setFont(new java.awt.Font("Tahoma", 0, 18)); // NOI18N
jLabel6.setText("DATA GRAYSCALE, SEGMENTASI, DAN NORMALISASI");
m_gray.setModel(new javax.swing.table.DefaultTableModel(
new Object [][] {
{null, null, null, null},
{null, null, null, null},
{null, null, null, null},
{null, null, null, null}
},
new String [] {
"Title 1", "Title 2", "Title 3", "Title 4"
}
));
jScrollPane8.setViewportView(m_gray);
jTabbedPane3.addTab("Grayscale 180 x 120", jScrollPane8);
m_grayscale.setModel(new javax.swing.table.DefaultTableModel(
new Object [][] {
{null, null, null, null},
{null, null, null, null},
{null, null, null, null},
{null, null, null, null}
},
new String [] {
"Title 1", "Title 2", "Title 3", "Title 4"
}
));
jScrollPane4.setViewportView(m_grayscale);
jTabbedPane3.addTab("Grayscale 21600 x 60", jScrollPane4);
m_seg.setModel(new javax.swing.table.DefaultTableModel(
new Object [][] {
{null, null, null, null},
{null, null, null, null},
{null, null, null, null},
{null, null, null, null}
},
new String [] {
"Title 1", "Title 2", "Title 3", "Title 4"
}
));
jScrollPane5.setViewportView(m_seg);
jTabbedPane3.addTab("Segmentasi 150 x 60", jScrollPane5);
m_nor.setModel(new javax.swing.table.DefaultTableModel(
new Object [][] {
{null, null, null, null},
{null, null, null, null},
{null, null, null, null},
{null, null, null, null}
},
new String [] {
"Title 1", "Title 2", "Title 3", "Title 4"
}
));
jScrollPane6.setViewportView(m_nor);
jTabbedPane3.addTab("Normalisasi", jScrollPane6);
b_prosesNormalisasi__.setBackground(new java.awt.Color(153, 204, 255));
b_prosesNormalisasi__.setText("PROSES");
b_prosesNormalisasi__.addActionListener(new java.awt.event.ActionListener() {
public void actionPerformed(java.awt.event.ActionEvent evt) {
b_prosesNormalisasi__ActionPerformed(evt);
}
});
b_browseDATA_segmentasi__.setBackground(new java.awt.Color(153, 204, 255));
b_browseDATA_segmentasi__.setText("LOAD DATA");
b_browseDATA_segmentasi__.addActionListener(new java.awt.event.ActionListener() {
public void actionPerformed(java.awt.event.ActionEvent evt) {
b_browseDATA_segmentasi__ActionPerformed(evt);
}
});
b_simpangrayscale_.setBackground(new java.awt.Color(153, 204, 255));
b_simpangrayscale_.setText("SAVE");
b_simpangrayscale_.addActionListener(new java.awt.event.ActionListener() {
public void actionPerformed(java.awt.event.ActionEvent evt) {
b_simpangrayscale_ActionPerformed(evt);
}
});
m_seg1.setModel(new javax.swing.table.DefaultTableModel(
new Object [][] {
{null},
{null},
{null},
{null}
},
new String [] {
"Title 1"
}
));
jScrollPane7.setViewportView(m_seg1);
jTabbedPane6.addTab("Segmentasi 150 x 1", jScrollPane7);
m_normal11.setModel(new javax.swing.table.DefaultTableModel(
new Object [][] {
{null},
{null},
{null},
{null}
},
new String [] {
"Title 1"
}
));
jScrollPane10.setViewportView(m_normal11);
jTabbedPane10.addTab("Normalisasi 150 x 1", jScrollPane10);
javax.swing.GroupLayout jPanel3Layout = new javax.swing.GroupLayout(jPanel3);
jPanel3.setLayout(jPanel3Layout);
jPanel3Layout.setHorizontalGroup(
jPanel3Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addGroup(jPanel3Layout.createSequentialGroup()
.addGap(32, 32, 32)
.addGroup(jPanel3Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addGroup(jPanel3Layout.createSequentialGroup()
.addComponent(jLabel6)
.addContainerGap(1182, Short.MAX_VALUE))
.addGroup(jPanel3Layout.createSequentialGroup()
.addGap(27, 27, 27)
.addComponent(jTabbedPane3, javax.swing.GroupLayout.PREFERRED_SIZE, 764, javax.swing.GroupLayout.PREFERRED_SIZE)
.addGap(53, 53, 53)
.addComponent(jTabbedPane6, javax.swing.GroupLayout.PREFERRED_SIZE, 152, javax.swing.GroupLayout.PREFERRED_SIZE)
.addGap(74, 74, 74)
.addComponent(jTabbedPane10, javax.swing.GroupLayout.PREFERRED_SIZE, 158, javax.swing.GroupLayout.PREFERRED_SIZE)
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED, javax.swing.GroupLayout.DEFAULT_SIZE, Short.MAX_VALUE)
.addGroup(jPanel3Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addComponent(b_prosesNormalisasi__, javax.swing.GroupLayout.Alignment.TRAILING, javax.swing.GroupLayout.PREFERRED_SIZE, 148, javax.swing.GroupLayout.PREFERRED_SIZE)
.addComponent(b_browseDATA_segmentasi__, javax.swing.GroupLayout.Alignment.TRAILING, javax.swing.GroupLayout.PREFERRED_SIZE, 148, javax.swing.GroupLayout.PREFERRED_SIZE)
.addComponent(b_simpangrayscale_, javax.swing.GroupLayout.Alignment.TRAILING, javax.swing.GroupLayout.PREFERRED_SIZE, 148, javax.swing.GroupLayout.PREFERRED_SIZE))
.addGap(94, 94, 94))))
);
jPanel3Layout.setVerticalGroup(
jPanel3Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addGroup(jPanel3Layout.createSequentialGroup()
.addGroup(jPanel3Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addGroup(jPanel3Layout.createSequentialGroup()
.addGap(198, 198, 198)
.addComponent(b_browseDATA_segmentasi__)
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.UNRELATED)
.addComponent(b_prosesNormalisasi__)
.addGap(18, 18, 18)
.addComponent(b_simpangrayscale_))
.addGroup(jPanel3Layout.createSequentialGroup()
.addGap(41, 41, 41)
.addComponent(jLabel6)
.addGap(35, 35, 35)
.addGroup(jPanel3Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING, false)
.addComponent(jTabbedPane3, javax.swing.GroupLayout.DEFAULT_SIZE, 684, Short.MAX_VALUE)
.addComponent(jTabbedPane6)
.addComponent(jTabbedPane10))))
.addContainerGap(66, Short.MAX_VALUE))
);
jTabbedPane1.addTab("DATA HASIL PENGOLAHAN CITRA", jPanel3);
jLabel7.setFont(new java.awt.Font("Tahoma", 0, 18)); // NOI18N
jLabel7.setText("TRAINING DENGAN JST BACKPROPAGATION AND BAT ALGORITHM:");
jLabel8.setFont(new java.awt.Font("Tahoma", 0, 18)); // NOI18N
jLabel8.setText("BANYAK KELELAWAR");
tf_nbat.setBackground(new java.awt.Color(153, 204, 255));
tf_nbat.setFont(new java.awt.Font("Tahoma", 0, 18)); // NOI18N
jLabel9.setFont(new java.awt.Font("Tahoma", 0, 18)); // NOI18N
jLabel9.setText("MAKSIMAL ITERASI");
tf_iterasi.setBackground(new java.awt.Color(153, 204, 255));
tf_iterasi.setFont(new java.awt.Font("Tahoma", 0, 18)); // NOI18N
jLabel10.setFont(new java.awt.Font("Tahoma", 0, 18)); // NOI18N
jLabel10.setText("LEARNING RATE");
tf_learningrate.setBackground(new java.awt.Color(153, 204, 255));
tf_learningrate.setFont(new java.awt.Font("Tahoma", 0, 18)); // NOI18N
jLabel11.setFont(new java.awt.Font("Tahoma", 0, 18)); // NOI18N
jLabel11.setText("MAX FREQUENCY");
tf_maxfre.setBackground(new java.awt.Color(153, 204, 255));
tf_maxfre.setFont(new java.awt.Font("Tahoma", 0, 18)); // NOI18N
jLabel12.setFont(new java.awt.Font("Tahoma", 0, 18)); // NOI18N
jLabel12.setText("MIN FREQUENCY");
tf_minfre.setBackground(new java.awt.Color(153, 204, 255));
tf_minfre.setFont(new java.awt.Font("Tahoma", 0, 18)); // NOI18N
jLabel13.setFont(new java.awt.Font("Tahoma", 0, 18)); // NOI18N
jLabel13.setText("PULSE RATE [0 1] ");
tf_pulse.setBackground(new java.awt.Color(153, 204, 255));
tf_pulse.setFont(new java.awt.Font("Tahoma", 0, 18)); // NOI18N
jLabel14.setFont(new java.awt.Font("Tahoma", 0, 18)); // NOI18N
jLabel14.setText("LOUDNESS >0");
tf_lou.setBackground(new java.awt.Color(153, 204, 255));
tf_lou.setFont(new java.awt.Font("Tahoma", 0, 18)); // NOI18N
jLabel15.setFont(new java.awt.Font("Tahoma", 0, 18)); // NOI18N
jLabel15.setText("MIN ERROR");
tf_error.setBackground(new java.awt.Color(153, 204, 255));
tf_error.setFont(new java.awt.Font("Tahoma", 0, 18)); // NOI18N
m_bobotv.setModel(new javax.swing.table.DefaultTableModel(
new Object [][] {
{null, null, null, null},
{null, null, null, null},
{null, null, null, null},
{null, null, null, null}
},
new String [] {
"Title 1", "Title 2", "Title 3", "Title 4"
}
));
jScrollPane13.setViewportView(m_bobotv);
jTabbedPane4.addTab("Bobot V", jScrollPane13);
m_biasv.setModel(new javax.swing.table.DefaultTableModel(
new Object [][] {
{null, null, null, null},
{null, null, null, null},
{null, null, null, null},
{null, null, null, null}
},
new String [] {
"Title 1", "Title 2", "Title 3", "Title 4"
}
));
jScrollPane14.setViewportView(m_biasv);
jTabbedPane4.addTab("Bias V", jScrollPane14);
m_bobotw.setModel(new javax.swing.table.DefaultTableModel(
new Object [][] {
{null, null, null, null},
{null, null, null, null},
{null, null, null, null},
{null, null, null, null}
},
new String [] {
"Title 1", "Title 2", "Title 3", "Title 4"
}
));
jScrollPane15.setViewportView(m_bobotw);
jTabbedPane4.addTab("Bobot W", jScrollPane15);
m_biasw.setModel(new javax.swing.table.DefaultTableModel(
new Object [][] {
{null, null, null, null},
{null, null, null, null},
{null, null, null, null},
{null, null, null, null}
},
new String [] {
"Title 1", "Title 2", "Title 3", "Title 4"
}
));
jScrollPane16.setViewportView(m_biasw);
jTabbedPane4.addTab("Bias W", jScrollPane16);
m_targettraining.setModel(new javax.swing.table.DefaultTableModel(
new Object [][] {
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null}
},
new String [] {
"Title 1", "Title 2", "Title 3", "Title 4", "Title 5"
}
));
jScrollPane18.setViewportView(m_targettraining);
jTabbedPane4.addTab("Target", jScrollPane18);
b_prosestraining.setBackground(new java.awt.Color(153, 204, 255));
b_prosestraining.setText("PROSES");
b_prosestraining.addActionListener(new java.awt.event.ActionListener() {
public void actionPerformed(java.awt.event.ActionEvent evt) {
b_prosestrainingActionPerformed(evt);
}
});
b_save_TRAINING__.setBackground(new java.awt.Color(153, 204, 255));
b_save_TRAINING__.setText("Save");
b_save_TRAINING__.addActionListener(new java.awt.event.ActionListener() {
public void actionPerformed(java.awt.event.ActionEvent evt) {
b_save_TRAINING__ActionPerformed(evt);
}
});
L_TrainingResultMSE.setFont(new java.awt.Font("Tahoma", 0, 18)); // NOI18N
L_TrainingResultMSE.setBorder(javax.swing.BorderFactory.createEmptyBorder(1, 1, 1, 1));
L_Trainingiterasimax.setFont(new java.awt.Font("Tahoma", 0, 18)); // NOI18N
L_Trainingiterasimax.setBorder(javax.swing.BorderFactory.createEmptyBorder(1, 1, 1, 1));
javax.swing.GroupLayout jPanel4Layout = new javax.swing.GroupLayout(jPanel4);
jPanel4.setLayout(jPanel4Layout);
jPanel4Layout.setHorizontalGroup(
jPanel4Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addGroup(jPanel4Layout.createSequentialGroup()
.addGap(25, 25, 25)
.addGroup(jPanel4Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addGroup(jPanel4Layout.createSequentialGroup()
.addComponent(jLabel7)
.addContainerGap(javax.swing.GroupLayout.DEFAULT_SIZE, Short.MAX_VALUE))
.addGroup(javax.swing.GroupLayout.Alignment.TRAILING, jPanel4Layout.createSequentialGroup()
.addGroup(jPanel4Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.TRAILING)
.addGroup(jPanel4Layout.createSequentialGroup()
.addGap(0, 0, Short.MAX_VALUE)
.addComponent(b_prosestraining, javax.swing.GroupLayout.PREFERRED_SIZE, 159, javax.swing.GroupLayout.PREFERRED_SIZE)
.addGap(40, 40, 40)
.addComponent(b_save_TRAINING__, javax.swing.GroupLayout.PREFERRED_SIZE, 159, javax.swing.GroupLayout.PREFERRED_SIZE))
.addGroup(jPanel4Layout.createSequentialGroup()
.addGap(20, 20, 20)
.addGroup(jPanel4Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.TRAILING)
.addGroup(jPanel4Layout.createSequentialGroup()
.addGroup(jPanel4Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addComponent(jLabel8)
.addComponent(jLabel9)
.addComponent(jLabel10)
.addComponent(jLabel11)
.addComponent(jLabel12)
.addComponent(jLabel13)
.addComponent(jLabel14)
.addComponent(jLabel15))
.addGap(36, 36, 36)
.addGroup(jPanel4Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING, false)
.addComponent(tf_nbat)
.addComponent(tf_iterasi)
.addComponent(tf_learningrate)
.addComponent(tf_maxfre)
.addComponent(tf_minfre)
.addComponent(tf_pulse)
.addComponent(tf_lou)
.addComponent(tf_error, javax.swing.GroupLayout.PREFERRED_SIZE, 128, javax.swing.GroupLayout.PREFERRED_SIZE)))
.addGroup(jPanel4Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addComponent(L_Trainingiterasimax, javax.swing.GroupLayout.PREFERRED_SIZE, 347, javax.swing.GroupLayout.PREFERRED_SIZE)
.addComponent(L_TrainingResultMSE, javax.swing.GroupLayout.PREFERRED_SIZE, 347, javax.swing.GroupLayout.PREFERRED_SIZE)))
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED, 48, Short.MAX_VALUE)
.addComponent(jTabbedPane4, javax.swing.GroupLayout.PREFERRED_SIZE, 1145, javax.swing.GroupLayout.PREFERRED_SIZE)))
.addGap(60, 60, 60))))
);
jPanel4Layout.setVerticalGroup(
jPanel4Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addGroup(javax.swing.GroupLayout.Alignment.TRAILING, jPanel4Layout.createSequentialGroup()
.addGap(25, 25, 25)
.addComponent(jLabel7)
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED, 19, Short.MAX_VALUE)
.addGroup(jPanel4Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addComponent(b_prosestraining, javax.swing.GroupLayout.Alignment.TRAILING)
.addComponent(b_save_TRAINING__))
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED)
.addGroup(jPanel4Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addGroup(javax.swing.GroupLayout.Alignment.TRAILING, jPanel4Layout.createSequentialGroup()
.addGroup(jPanel4Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.BASELINE)
.addComponent(jLabel8)
.addComponent(tf_nbat, javax.swing.GroupLayout.PREFERRED_SIZE, javax.swing.GroupLayout.DEFAULT_SIZE, javax.swing.GroupLayout.PREFERRED_SIZE))
.addGap(18, 18, 18)
.addGroup(jPanel4Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.BASELINE)
.addComponent(jLabel9)
.addComponent(tf_iterasi, javax.swing.GroupLayout.PREFERRED_SIZE, javax.swing.GroupLayout.DEFAULT_SIZE, javax.swing.GroupLayout.PREFERRED_SIZE))
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.UNRELATED)
.addGroup(jPanel4Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.BASELINE)
.addComponent(jLabel10)
.addComponent(tf_learningrate, javax.swing.GroupLayout.PREFERRED_SIZE, javax.swing.GroupLayout.DEFAULT_SIZE, javax.swing.GroupLayout.PREFERRED_SIZE))
.addGap(18, 18, 18)
.addGroup(jPanel4Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.BASELINE)
.addComponent(jLabel11)
.addComponent(tf_maxfre, javax.swing.GroupLayout.PREFERRED_SIZE, javax.swing.GroupLayout.DEFAULT_SIZE, javax.swing.GroupLayout.PREFERRED_SIZE))
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.UNRELATED)
.addGroup(jPanel4Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.BASELINE)
.addComponent(tf_minfre, javax.swing.GroupLayout.PREFERRED_SIZE, javax.swing.GroupLayout.DEFAULT_SIZE, javax.swing.GroupLayout.PREFERRED_SIZE)
.addComponent(jLabel12))
.addGap(18, 18, 18)
.addGroup(jPanel4Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addComponent(jLabel13)
.addComponent(tf_pulse, javax.swing.GroupLayout.PREFERRED_SIZE, javax.swing.GroupLayout.DEFAULT_SIZE, javax.swing.GroupLayout.PREFERRED_SIZE))
.addGap(18, 18, 18)
.addGroup(jPanel4Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addComponent(jLabel14)
.addComponent(tf_lou, javax.swing.GroupLayout.PREFERRED_SIZE, javax.swing.GroupLayout.DEFAULT_SIZE, javax.swing.GroupLayout.PREFERRED_SIZE))
.addGap(18, 18, 18)
.addGroup(jPanel4Layout.createParallelGroup(javax.swing.GroupLayout.Alignment.LEADING)
.addComponent(jLabel15)
.addComponent(tf_error, javax.swing.GroupLayout.PREFERRED_SIZE, javax.swing.GroupLayout.DEFAULT_SIZE, javax.swing.GroupLayout.PREFERRED_SIZE))
.addGap(121, 121, 121)
.addComponent(L_TrainingResultMSE, javax.swing.GroupLayout.PREFERRED_SIZE, 43, javax.swing.GroupLayout.PREFERRED_SIZE)
.addPreferredGap(javax.swing.LayoutStyle.ComponentPlacement.RELATED)
.addComponent(L_Trainingiterasimax, javax.swing.GroupLayout.PREFERRED_SIZE, 38, javax.swing.GroupLayout.PREFERRED_SIZE)
.addGap(64, 64, 64))
.addGroup(javax.swing.GroupLayout.Alignment.TRAILING, jPanel4Layout.createSequentialGroup()
.addComponent(jTabbedPane4, javax.swing.GroupLayout.PREFERRED_SIZE, 718, javax.swing.GroupLayout.PREFERRED_SIZE)
.addGap(26, 26, 26))))
);
jTabbedPane1.addTab("TRAINING", jPanel4);
jPanel5.setToolTipText("");
jLabel17.setFont(new java.awt.Font("Tahoma", 0, 18)); // NOI18N
jLabel17.setText("TESTING DATA:");
m_testingdata.setModel(new javax.swing.table.DefaultTableModel(
new Object [][] {
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null},
{null, null, null, null, null}
},
new String [] {
"No", "Nama Gambar", "Path", "ID Gambar", "Target"
}
));
jScrollPane19.setViewportView(m_testingdata);
jTabbedPane5.addTab("TESTING DATA", jScrollPane19);
m_outputjsttesting.setModel(new javax.swing.table.DefaultTableModel(
new Object [][] {
{null, null, null, null, null, null},
{null, null, null, null, null, null},
{null, null, null, null, null, null},
{null, null, null, null, null, null},
{null, null, null, null, null, null},
{null, null, null, null, null, null},
{null, null, null, null, null, null},
{null, null, null, null, null, null},
{null, null, null, null, null, null},
{null, null, null, null, null, null},
{null, null, null, null, null, null},
{null, null, null, null, null, null},
{null, null, null, null, null, null},
{null, null, null, null, null, null},
{null, null, null, null, null, null},
{null, null, null, null, null, null},
{null, null, null, null, null, null},
{null, null, null, null, null, null},
{null, null, null, null, null, null},
{null, null, null, null, null, null},
{null, null, null, null, null, null},
{null, null, null, null, null, null},
{null, null, null, null, null, null},
{null, null, null, null, null, null},
{null, null, null, null, null, null},