private void görüntüYükleToolStripMenuItem_Click(object sender, EventArgs e)
{
MyFolderDialog.ShowDialog();
string[] fileEntries = Directory.GetFiles(MyFolderDialog.SelectedPath, "*.tif"); // seçilenn klasördeki tif dosyalarını çek dicez buray
if (fileEntries.Length > 0)
{
foreach (string file in fileEntries)
{
imageCollection1.Images.Add(AForge.Imaging.Image.FromFile(file));
imageCollection2.Images.Add(AForge.Imaging.Image.FromFile(file));
imageCollection3.Images.Add(AForge.Imaging.Image.FromFile(file));
}
for (int i = 0; i < imageCollection1.Images.Count; i++)
{
ImageComboBoxItem someItem = new ImageComboBoxItem();
someItem.Description = (i + 1).ToString();
someItem.ImageIndex = i;
someItem.Value = i;
imageComboBoxEdit1.Properties.Items.Add(someItem);
}
}
MessageBox.Show("Mask Resimleri Yükleyiniz.");
MyFolderDialog.ShowDialog();
string[] MaskfileEntries = Directory.GetFiles(MyFolderDialog.SelectedPath, "*.gif"); // seçilenn klasördeki tif dosyalarını çek dicez buray
if (MaskfileEntries.Length > 0)
{
foreach (string file in MaskfileEntries)
{
imageCollection1Mask.Images.Add(AForge.Imaging.Image.FromFile(file)); //mask resimler imagecollectiona eklenir
}
}
imageComboBoxEdit1.SelectedIndex = 0; // imagecombobox a varsayılan olarak ilk resmi atasın
}
private void Performance_Load(object sender, EventArgs e)
{
try
{
MessageBox.Show("Manual Görüntüleri Yükleyiniz.");
MyFolderDialog.ShowDialog();
string[] fileEntries = Directory.GetFiles(MyFolderDialog.SelectedPath, "*.gif"); // seçilenn klasördeki tif dosyalarını çek dicez buray
if (fileEntries.Length > 0)
{
foreach (string file in fileEntries)
{
imageCollectionTest.Images.Add(AForge.Imaging.Image.FromFile(file));
}
}
int resimindex = Form1.index;
Bitmap bizimki = Form1.resultBitmap;
Bitmap orjinal = (Bitmap)imageCollectionTest.Images[resimindex];
pictureBox1.Image = bizimki;
pictureBox2.Image = orjinal;
int bizimbeyazsayimiz = 0;
int orjinalbeyazsayisi = 0;
int kesisenbeyazsayisi = 0;
int kesismeyenbeyazsayisi = 0;
for (int i = 0; i < bizimki.Width; i++)
{
for (int j = 0; j < bizimki.Height; j++)
{
/////bizimdamarlarımız
if (bizimki.GetPixel(i, j).R.Equals(Color.White.R) &&
bizimki.GetPixel(i, j).G.Equals(Color.White.G) &&
bizimki.GetPixel(i, j).B.Equals(Color.White.B))
{
bizimbeyazsayimiz++;
}
//////orjinaldamarlar
if (orjinal.GetPixel(i, j).R.Equals(Color.White.R) &&
orjinal.GetPixel(i, j).G.Equals(Color.White.G) &&
orjinal.GetPixel(i, j).B.Equals(Color.White.B))
{
orjinalbeyazsayisi++;
}
//////kesisendamarlar
if (bizimki.GetPixel(i, j).G.Equals(orjinal.GetPixel(i, j).G) &&
bizimki.GetPixel(i, j).B.Equals(orjinal.GetPixel(i, j).B) &&
bizimki.GetPixel(i, j).R.Equals(orjinal.GetPixel(i, j).R) &&
orjinal.GetPixel(i, j).R.Equals(Color.White.R) &&
orjinal.GetPixel(i, j).G.Equals(Color.White.G) &&
orjinal.GetPixel(i, j).B.Equals(Color.White.B)
)
{
kesisenbeyazsayisi++;
}
else
{
kesismeyenbeyazsayisi++;
}
}
}
double precision, recall, accuracy;
double fp = bizimbeyazsayimiz - kesisenbeyazsayisi;
double fn = orjinalbeyazsayisi - kesisenbeyazsayisi;
double tn = kesismeyenbeyazsayisi - fp - fn;
double tp = kesisenbeyazsayisi;
accuracy = ((tp + tn) / (tp + tn + fp + fn)) * 100;
recall = (tp / (tp + fn)) * 100;
precision = (tp / (tp + fp)) * 100;
recall = (kesisenbeyazsayisi / Convert.ToDouble(orjinalbeyazsayisi)) * 100;
precision = (kesisenbeyazsayisi / Convert.ToDouble(bizimbeyazsayimiz)) * 100;
this.chart1.Titles.Add("Performans Ölçümü");
chart1.ChartAreas[0].AxisY.Maximum = 100;
chart1.Series["recall"].Points.AddXY("sonuç", recall);
chart1.Series["precision"].Points.AddXY("sonuç", precision);
chart1.Series["accurary"].Points.AddXY("sonuç", accuracy);
}
catch (Exception xx)
{
MessageBox.Show(xx.Message);
}
double[] recallHepsi = { 80.12, 81.65, 71.91, 76.48, 73.93, 72.29, 78.39, 69.29, 74.48, 73.25,
79.09, 76.09, 73.92, 79.45, 81.81, 77.61, 71.63, 71.81, 75.62, 72.60 };
double[] precisionHepsi = { 38.17, 43.92, 45.86, 42.83, 51.96, 49.39, 43.03, 43.64, 48.79, 42.66,
36.05, 38.19, 39.30, 38.47, 32.50, 41.70, 39.94, 35.97, 36.90, 38.54 };
double gecici = 0;
Dictionary <double, double> dictionary = new Dictionary <double, double>();//recall lar key precision value
dictionary.Add(80.12, 38.17);
dictionary.Add(81.65, 43.92);
dictionary.Add(71.91, 45.86);
dictionary.Add(76.48, 42.83);
dictionary.Add(73.93, 51.96);
dictionary.Add(72.29, 49.39);
dictionary.Add(78.39, 43.03);
dictionary.Add(69.29, 43.64);
dictionary.Add(74.48, 48.79);
dictionary.Add(73.25, 42.66);
dictionary.Add(79.09, 36.05);
dictionary.Add(76.09, 38.19);
dictionary.Add(73.92, 39.30);
dictionary.Add(79.45, 38.47);
dictionary.Add(81.81, 32.50);
dictionary.Add(77.61, 41.70);
dictionary.Add(71.63, 39.94);
dictionary.Add(71.81, 35.97);
dictionary.Add(75.62, 36.90);
dictionary.Add(72.60, 38.54);
//sıralama küçükten büyüğe grafikte göstermek için
for (int i = 0; i < recallHepsi.Length; i++)
{
for (int j = i + 1; j < recallHepsi.Length; j++)
{
if (recallHepsi[j] < recallHepsi[i])
{
gecici = recallHepsi[i];
recallHepsi[i] = recallHepsi[j];
recallHepsi[j] = gecici;
}
}
}
//sıralama küçükten büyüğe grafikte göstermek için
for (int i = 0; i < precisionHepsi.Length; i++)
{
for (int j = i + 1; j < precisionHepsi.Length; j++)
{
if (precisionHepsi[j] < precisionHepsi[i])
{
gecici = precisionHepsi[i];
precisionHepsi[i] = precisionHepsi[j];
precisionHepsi[j] = gecici;
}
}
}
chart2.Titles.Add("Performans Ölçüm Sonuçları");
chart2.ChartAreas[0].AxisY.Maximum = 100;
chart2.ChartAreas[0].AxisY.Interval = 10;
chart2.ChartAreas[0].AxisX.Interval = 1;
chart2.Series["Precision - Recall"].BorderWidth = 3;
chart2.Series["Precision - Recall"].Points.AddXY(recallHepsi[0], dictionary[recallHepsi[0]]);
chart2.Series["Precision - Recall"].Points.AddXY(recallHepsi[1], dictionary[recallHepsi[1]]);
chart2.Series["Precision - Recall"].Points.AddXY(recallHepsi[2], dictionary[recallHepsi[2]]);
chart2.Series["Precision - Recall"].Points.AddXY(recallHepsi[3], dictionary[recallHepsi[3]]);
chart2.Series["Precision - Recall"].Points.AddXY(recallHepsi[4], dictionary[recallHepsi[4]]);
chart2.Series["Precision - Recall"].Points.AddXY(recallHepsi[5], dictionary[recallHepsi[5]]);
chart2.Series["Precision - Recall"].Points.AddXY(recallHepsi[6], dictionary[recallHepsi[6]]);
chart2.Series["Precision - Recall"].Points.AddXY(recallHepsi[7], dictionary[recallHepsi[7]]);
chart2.Series["Precision - Recall"].Points.AddXY(recallHepsi[8], dictionary[recallHepsi[8]]);
chart2.Series["Precision - Recall"].Points.AddXY(recallHepsi[9], dictionary[recallHepsi[9]]);
chart2.Series["Precision - Recall"].Points.AddXY(recallHepsi[10], dictionary[recallHepsi[10]]);
chart2.Series["Precision - Recall"].Points.AddXY(recallHepsi[11], dictionary[recallHepsi[11]]);
chart2.Series["Precision - Recall"].Points.AddXY(recallHepsi[12], dictionary[recallHepsi[12]]);
chart2.Series["Precision - Recall"].Points.AddXY(recallHepsi[13], dictionary[recallHepsi[13]]);
chart2.Series["Precision - Recall"].Points.AddXY(recallHepsi[14], dictionary[recallHepsi[14]]);
chart2.Series["Precision - Recall"].Points.AddXY(recallHepsi[15], dictionary[recallHepsi[15]]);
chart2.Series["Precision - Recall"].Points.AddXY(recallHepsi[16], dictionary[recallHepsi[16]]);
chart2.Series["Precision - Recall"].Points.AddXY(recallHepsi[17], dictionary[recallHepsi[17]]);
chart2.Series["Precision - Recall"].Points.AddXY(recallHepsi[18], dictionary[recallHepsi[18]]);
chart2.Series["Precision - Recall"].Points.AddXY(recallHepsi[19], dictionary[recallHepsi[19]]);
}