private void button1_Click(object sender, EventArgs e)
{
/*
* Thread threadRec = new Thread(op);
* threadRec.SetApartmentState(ApartmentState.STA);
* //threadRec.IsBackground = false;
* threadRec.Start();
*/
OpenFileDialog openFileDialog = new OpenFileDialog
{
//openFileDialog.InitialDirectory = Application.StartupPath;
InitialDirectory = "C:\\Users\\29951\\Desktop\\mnist\\train-images\\1\\",
//Console.WriteLine("1111");
//openFileDialog.Filter = "jpg files (*.jpg)|*.jpg|All files(*.*)|*>**";
Filter = "png files (*.png)|*.png;|doc|*.doc|All files(*.*)|*>**;",
FilterIndex = 1
};
Console.WriteLine("1111");
openFileDialog.RestoreDirectory = true;
if (openFileDialog.ShowDialog() == DialogResult.OK)
{
Bitmap bmpTest = new Bitmap(openFileDialog.FileName);
var a = new InferImage();
List <float[]> probabities = a.RecImg(bmpTest);
label1.Text = probabities[probabities.Count() - 1][0].ToString() + " 概率为"
+ probabities[probabities.Count() - 1][1].ToString();
//plan：发现一个原点，把所有和这个点连着的点视为同一个
/*
* //尝试迭代取图片
* Console.WriteLine(pictureBox1.Height);
*
* Console.WriteLine(pictureBox1.Height/2);
* Console.WriteLine(pictureBox1.Width/2);
* for (int minboxW = pictureBox1.Height / 4;minboxW<pictureBox1.Width;minboxW+=10) {//最小的框高度
* for(int minboxH = pictureBox1.Height / 2; minboxH < pictureBox1.Height; minboxH+=10)
* {
* Console.WriteLine("11");
* for (int y = 0; y < pictureBox1.Height - minboxH; y+=10)
* {
* for (int x = 0; x < pictureBox1.Width - minboxW; x+=10)
* {
* Bitmap bm = new Bitmap(minboxW, minboxH);//创建框
* Graphics graphic = Graphics.FromImage(bm);//作图区域
* graphic.DrawImage(pictureBox1.Image, 0, 0,
* new Rectangle(x, y, minboxW, minboxH), GraphicsUnit.Pixel);
* Bitmap saveImage = Image.FromHbitmap(bm.GetHbitmap());
* List<float[]> prob = a.RecImg(saveImage);
* float best =0;
* float bestIdx = 0;
* for (int i = 0; i < prob.Count(); i++)
* {
* if (prob[i][1] > best)
* {
* bestIdx = prob[i][0];
* best = prob[i][1];
* //Console.WriteLine(bestIdx.ToString() + " ");
* Console.Write(bestIdx);
* }
* }
* saveImage.Dispose();
* graphic.Dispose();
* bm.Dispose();
* Console.Write("\n");
* }
* }
* }
*
* }
*/
}
}
private void Work_Click(object sender, EventArgs e)
{
Boolean flag = false, oflag = false;
int m = 0;
t = "";
var bitList = new List <Bitmap>(MnistImageSize * MnistImageSize);
for (var x = 0; x < MnistImageSize; x++)
{
for (var y = 0; y < MnistImageSize; y++)
{
if (grayTmp.GetPixel(x, y).R == 255)
{
flag = true;
}
// Console.WriteLine(flag);
}
if (flag == false && oflag == true)
{
Bitmap cut = new Bitmap(28, 28);
/*for (var i = m; i < x; i++)
* for (var j = 0; j < MnistImageSize; j++)
* cut.SetPixel(i,j, grayTmp.GetPixel(i+m,j));*/
//pictureBox2.Image = cut;
bitList.Add(CaptureImage(grayTmp, m, 0, x - m, MnistImageSize));
//Console.WriteLine(x-m+1);
m = x;
oflag = false;
//pictureBox2.Image = bitList[0];
}
else if (flag == true && oflag == true)
{
flag = false;
}
else if (flag == true && oflag == false)
{
oflag = true;
}
}
if (bitList.Count() != 0)
{
for (var i = 0; i < bitList.Count(); i++)
{
Bitmap bmpTest = bitList[i];
var a = new InferImage();
List <float[]> probabities = a.RecImg(bmpTest);
t = t + (probabities[probabities.Count() - 1][0].ToString());
label1.Text = t;
Console.WriteLine(t);
}
try
{
StringToMath stm = new StringToMath();
label1.Text = t + "=" + stm.STM(t);
}
catch (StringIsEmptyException)
{
Console.WriteLine("String Is Empty ");
}
catch (DivideByZeroException)
{
Console.WriteLine("Divide By Zero");
}
}
}
