public char GetPrediction(KerasController ctrl)
{
using (Bitmap img = new Bitmap(imagePath))
{
Bitmap bmp = ImageProcessing.CropWhite(img, 75, 75);
bmp.RotateFlip(RotateFlipType.Rotate180FlipNone);
bmp.Save(newImagePath);
img.Dispose();
return(ctrl.RecogniseImage(newImagePath));
}
}
private void StartKerasForUnity()
{
KerasController ctrl = new KerasController("smallModelBest.json", "smallBest.h5");
while (true)
{
if (File.Exists(imagePath))
{
try
{
Thread.Sleep(500);
char c = GetPrediction(ctrl);
File.WriteAllText(responsePath, c.ToString());
Console.WriteLine("Predicted: " + c);
File.Delete(newImagePath);
File.Delete(imagePath);
}
catch (Exception e)
{
Console.WriteLine(e.Message);
}
}
}
}
