public void run()
{
/// TRAINING DATASET
for (int i = 0; i < 10; i++)
{
MiniPixelJSON pd = PixelDataGenerator();
PixelConsolDrawing(pd);
string MiniPixelLabel = Console.ReadLine();
pd.PixelLabel = MiniPixelLabel;
PutData(JsonConvert.SerializeObject(pd));
}
///
/// AI proposals
for (int i = 0; i < 10; i++)
{
MiniPixelJSON pd = PixelDataGenerator();
string result = AI(pd);
PixelConsolDrawing(pd);
Console.WriteLine(result);
Console.Read();
}
///
Console.Read();
}
private MiniPixelJSON PixelDataGenerator()
{
int[,] PixelDrawXY = new int[4, 4];
Random r = new Random();
int z = r.Next(4);
int d;
int sd = 0;
for (int y = 0; y <= 3; y++)
{
for (int x = 0; x <= 3; x++)
{
if (x == z)
{
PixelDrawXY[x, y] = 1;
}
else
{
PixelDrawXY[x, y] = 0;
}
}
d = r.Next(-1, 2);
if (y != 0)
{
if (d == 1 && sd == -1)
{
d = r.Next(-1, 1);
}
else if (d == -1 && sd == 1)
{
d = r.Next(2);
}
}
sd = d;
z = z + d;
if (z == -1)
{
z++;
}
if (z == 4)
{
z--;
}
}
MiniPixelJSON p = new MiniPixelJSON();
p.PixelID = HexGen();
p.PixelLabel = "-";
p.PixelDataXY = PixelDrawXY;
return(p);
}
private string AI(MiniPixelJSON data)
{
double s = 0;
double c = 0;
List <MiniPixelJSON_DB> PixelList = GetData();
foreach (MiniPixelJSON_DB Pixeldb in PixelList)
{
MiniPixelJSON Pixel = JsonConvert.DeserializeObject <MiniPixelJSON>(Pixeldb.PixelJSON);
int xy = 4;
int compare = 0;
for (int x = 0; x < xy; x++)
{
for (int y = 0; y < xy; y++)
{
if (Pixel.PixelDataXY[x, y] == 1)
{
if (data.PixelDataXY[x, y] == Pixel.PixelDataXY[x, y])
{
compare++;
}
}
}
}
double comparedpercent = (int)Math.Round((double)(100 * compare) / 4);
//if (comparedpercent == 100)
//{
// string result = "";
// if (Pixel.PixelLabel == "s") { result = "S=100% / C=0%"; }
// if (Pixel.PixelLabel == "c") { result = "S=0% / C=100%"; }
// return result;
//}
if (Pixel.PixelLabel == "s")
{
s = s / comparedpercent;
}
if (Pixel.PixelLabel == "c")
{
c = c / comparedpercent;
}
}
//s = s / PixelList.Count;
//c = c / PixelList.Count;
return("S=" + s.ToString() + "% / C=" + c.ToString() + "%");
}
private void PixelConsolDrawing(MiniPixelJSON data)
{
Console.WriteLine("──────────────────────────────");
Console.WriteLine();
Console.WriteLine("PixelID: " + data.PixelID);
Console.WriteLine("PixelLabel: " + data.PixelLabel);
Console.WriteLine();
Console.Write("┌");
for (int i = 0; i < 4; i++)
{
Console.Write("─");
}
Console.WriteLine("┐");
for (int y = 0; y <= 3; y++)
{
Console.Write("│");
for (int x = 0; x <= 3; x++)
{
if (data.PixelDataXY[y, x] == 0)
{
Console.Write(" ");
}
else if (data.PixelDataXY[y, x] == 1)
{
Console.Write("█");
}
}
Console.WriteLine("│");
}
Console.Write("└");
for (int i = 0; i < 4; i++)
{
Console.Write("─");
}
Console.WriteLine("┘");
Console.WriteLine();
}