private void button21_Click(object sender, EventArgs e)
{
ANNWrapper.LoadBPParameters(Application.StartupPath + "\\" + textParas.Text);
string fileName = Application.StartupPath + "\\" + textSubsystemBMP.Text;
Bitmap bmp = new Bitmap(fileName);
IntPtr hBmp = bmp.GetHbitmap();
bool needRevert = false;
ANNWrapper.SaveBlockToBMP4(hBmp, int.Parse(textLeft.Text),
int.Parse(textTop.Text),
int.Parse(textRight.Text),
int.Parse(textBottom.Text),
Application.StartupPath + "\\" + textInputBMP.Text,
Int32.Parse(textInputInt.Text),
needRevert);
string ret = "";
if (NumberParse_1(Application.StartupPath + "\\" + textInputBMP.Text, out ret))
{
MessageBox.Show(ret);
}
else
{
MessageBox.Show("Numeral Parser Error!");
}
DeleteObject(hBmp);
}
private void button14_Click(object sender, EventArgs e)
{
if (textParas.Text.Length > 0)
{
ANNWrapper.LoadBPParameters(Application.StartupPath + "\\" + textParas.Text);
}
else
{
ANNWrapper.InitBPParameters(64, 8, 4);
}
ANNWrapper.PrintBPParameters(Application.StartupPath + "\\" + textParas.Text + "Print.txt");
}
private void button10_Click(object sender, EventArgs e)
{
int loop = Int32.Parse(textLoop.Text);
while (loop > 0)
{
loop--;
try
{
int[] intRes = new int[64];
ANNWrapper.BlackWhiteBMP(Application.StartupPath + "\\" + textToPath.Text, Int32.Parse(textInputInt.Text));
IntPtr hdibHandle = ANNWrapper.ReadDIBFile(Application.StartupPath + "\\" + textToPath.Text);
ANNWrapper.Convert256toGray(hdibHandle);
ANNWrapper.SaveDIB(hdibHandle, Application.StartupPath + "\\Convert256toGray.bmp");
ANNWrapper.ConvertGrayToWhiteBlack(hdibHandle);
ANNWrapper.SaveDIB(hdibHandle, Application.StartupPath + "\\ConvertGrayToWhiteBlack.bmp");
//ANNWrapper.GradientSharp(hdibHandle);
ANNWrapper.RemoveScatterNoise(hdibHandle);
ANNWrapper.SaveDIB(hdibHandle, Application.StartupPath + "\\RemoveScatterNoise.bmp");
//ANNWrapper.SlopeAdjust(hdibHandle);
Int32 charRectID = ANNWrapper.CharSegment(hdibHandle);
if (charRectID >= 0)
{
ANNWrapper.LoadBPParameters(Application.StartupPath + "\\" + textParas.Text);
//ANNWrapper.StdDIBbyRect(hdibHandle, charRectID, 16, 16);
IntPtr newHdibHandle = ANNWrapper.AutoAlign(hdibHandle, charRectID);
ANNWrapper.SaveDIB(newHdibHandle, Application.StartupPath + "\\AutoAlign.bmp");
//charRectID = ANNWrapper.CharSegment(newHdibHandle);
if (charRectID >= 0)
{
//ANNWrapper.SaveSegment(newHdibHandle, charRectID, Application.StartupPath + "\\");
if (ANNWrapper.Recognition_EX(newHdibHandle, charRectID, intRes))
{
string res = "";
foreach (int value in intRes)
{
if (value == -1)
{
break;
}
res += value.ToString();
}
textUnMatch.AppendText(res.ToString() + "\r\n");
}
else
{
textUnMatch.AppendText("Recognition Failure" + "\r\n");
}
}
ANNWrapper.ReleaseDIBFile(newHdibHandle);
}
else
{
textUnMatch.AppendText("CharSegment Step False" + "\r\n");
}
ANNWrapper.ReleaseDIBFile(hdibHandle);
}
catch (Exception exp)
{
textUnMatch.AppendText(textToPath.Text + "\r\n");
}
}
}
private void btnStop_Click(object sender, EventArgs e)
{
if (textParas.Text.Length < 1)
{
MessageBox.Show("Para Setting Is Empty");
return;
}
if (textTraingInputs.Lines.Length < 1)
{
MessageBox.Show("Test Input Is Empty");
return;
}
ANNWrapper.LoadBPParameters(Application.StartupPath + "\\" + textParas.Text);
//ANNWrapper.PrintBPParameters("C:\\TypePara.text");
double[] inputs = new double[64];
double[] dests = new double[4];
int divideFactor = Int32.Parse(textParaFactor.Text);
int matchCount = 0;
Random rand = new Random();
Double noiseFactor = Double.Parse(textNoiseFactor.Text);
foreach (string line in textTraingInputs.Lines)
{
string[] strs = line.Split(',');
if (strs.Length != 65)
{
continue;
}
for (int i = 0; i < 64; i++)
{
inputs[i] = Double.Parse(strs[i]) / divideFactor;
}
//Add Noise Factor to Input
int noiseCount = Int32.Parse(textNoiseCount.Text);
for (int i = 0; i < noiseCount; i++)
{
inputs[rand.Next(0, 63)] = noiseFactor;
}
/* string dest = Convert.ToString(Int32.Parse(strs[64]), 2);*/
for (int i = 0; i < 4; i++)
{
dests[i] = 0.0;
}
if (!ANNWrapper.Recognition(inputs, dests))
{
MessageBox.Show("Recognition Error:" + line);
continue;
}
Int32 dest = 0;
if (dests[0] > 0.5)
{
dest += 1;
}
if (dests[1] > 0.5)
{
dest += 2;
}
if (dests[2] > 0.5)
{
dest += 4;
}
if (dests[3] > 0.5)
{
dest += 8;
}
if (dest == Int32.Parse(strs[64]))
{
matchCount += 1;
}
else
{
textUnMatch.AppendText(line + "|" + dests[0].ToString() + "," + dests[1].ToString() + "," + dests[2].ToString() + "," + dests[3].ToString() + "" + "\r\n");
}
}
double dblRate = matchCount * 100.0 / textTraingInputs.Lines.Length;
MessageBox.Show("%" + dblRate.ToString() + "(" + matchCount.ToString() + "/" + textTraingInputs.Lines.Length + ")");
}
private void btTraining_Click(object sender, EventArgs e)
{
m_stop = false;
// btTraining.Enabled = false;
if (textParas.Text.Length > 0)
{
ANNWrapper.LoadBPParameters(Application.StartupPath + "\\" + textParas.Text);
}
else
{
ANNWrapper.InitBPParameters(64, 8, 4);
}
if (textTraingInputs.Lines.Length < 1)
{
return;
}
MessageBox.Show(textTraingInputs.Lines.Length.ToString() + " Lines!");
int divideFactor = Int32.Parse(textParaFactor.Text);
int count = 0;
ANNWrapper.InitTrainBPLearnSpeed(Double.Parse(textSpeed.Text));
double accpt_diff = Double.Parse(textAvrgDiff.Text.ToString());
double[] inputs = new double[64];
double[] dests = new double[4];
while (true)
{
double this_dif = 0.0;
foreach (string line in textTraingInputs.Lines)
{
count++;
string[] strs = line.Split(',');
if (strs.Length != 65)
{
continue;
}
for (int i = 0; i < 64; i++)
{
inputs[i] = Double.Parse(strs[i]) / divideFactor;
}
string dest = Convert.ToString(Int32.Parse(strs[64]), 2);
if (dest.Length > 0 && dest[dest.Length - 1 - 0] == '1')
{
dests[0] = 1.0;
}
else
{
dests[0] = 0.0;
}
if (dest.Length > 1 && dest[dest.Length - 1 - 1] == '1')
{
dests[1] = 1.0;
}
else
{
dests[1] = 0.0;
}
if (dest.Length > 2 && dest[dest.Length - 1 - 2] == '1')
{
dests[2] = 1.0;
}
else
{
dests[2] = 0.0;
}
if (dest.Length > 3 && dest[dest.Length - 1 - 3] == '1')
{
dests[3] = 1.0;
}
else
{
dests[3] = 0.0;
}
double dif = ANNWrapper.Training(inputs, dests);
this_dif += dif;
}
this_dif /= textTraingInputs.Lines.Length;
if (chkAutoSave.Checked)
{
if (textParas.Text.Length < 1)
{
textParas.Text = "Training.dat";
}
ANNWrapper.SaveBPParameters(Application.StartupPath + "\\" + textParas.Text);
}
textUnMatch.AppendText(this_dif.ToString() + "\r\n");
btTraining.Text = this_dif.ToString();
btTraining.Update();
if (this_dif <= accpt_diff || m_stop == true)
{
ANNWrapper.SaveBPParameters(Application.StartupPath + "\\" + textParas.Text);
break;
}
}
btTraining.Enabled = true;
btTraining.Text = "Train(" + count.ToString() + ")";
}
private void button7_Click(object sender, EventArgs e)
{
if (textParas.Text.Length > 0)
{
ANNWrapper.LoadBPParameters(Application.StartupPath + "\\" + textParas.Text);
}
else
{
ANNWrapper.InitBPParameters(64, 8, 4);
}
DirectoryInfo Dir = new DirectoryInfo(Application.StartupPath + "\\" + textBMPFolders.Text);
try
{
foreach (DirectoryInfo d in Dir.GetDirectories())
{
if (d.ToString() == "BMP0")
{
EncodeBMPs(d, 0);
}
else if (d.ToString() == "BMP1")
{
EncodeBMPs(d, 1);
}
else if (d.ToString() == "BMP2")
{
EncodeBMPs(d, 2);
}
else if (d.ToString() == "BMP3")
{
EncodeBMPs(d, 3);
}
else if (d.ToString() == "BMP4")
{
EncodeBMPs(d, 4);
}
else if (d.ToString() == "BMP5")
{
EncodeBMPs(d, 5);
}
else if (d.ToString() == "BMP6")
{
EncodeBMPs(d, 6);
}
else if (d.ToString() == "BMP7")
{
EncodeBMPs(d, 7);
}
else if (d.ToString() == "BMP8")
{
EncodeBMPs(d, 8);
}
else if (d.ToString() == "BMP9")
{
EncodeBMPs(d, 9);
}
}
}
catch (Exception exp)
{
MessageBox.Show(exp.Message);
}
}
