public NN_Processor(MsgService msgService, Constants.SignType signType)
: base(msgService, VisionMessage.msgType)
{
this.signType = signType;
if (signs == null)
{
signs = new Bitmap[Constants.NUM_OF_SIGN_TYPES + 1];
ResizeBicubic resizer = new ResizeBicubic(32, 32);
for (int i = 1; i <= Constants.NUM_OF_SIGN_TYPES; i++)
{
String file_name = "signs\\sign_" + (i < 10 ? ("0" + i) : ("" + i)) + ".bmp";
signs[i] = resizer.Apply((Bitmap)Bitmap.FromFile(Constants.base_folder + file_name, false));
}
}
if (networks == null)
{
networks = NNTrain.loadNetworks();
}
}
public NN_SURFProcessor(MsgService msgService, Constants.SignType signType)
: base(msgService, VisionMessage.msgType)
{
this.signType = signType;
if (signs == null)
{
signs = new Bitmap[Constants.NUM_OF_SIGN_TYPES + 1];
ResizeBicubic resizer = new ResizeBicubic(32, 32);
for (int i = 1; i <= Constants.NUM_OF_SIGN_TYPES; i++)
{
String file_name = "signs\\sign_" + (i < 10 ? ("0" + i) : ("" + i)) + ".bmp";
signs[i] = resizer.Apply((Bitmap)Bitmap.FromFile(Constants.base_folder + file_name, false));
}
}
if (network == null)
{
network = Network.Load(Constants.base_folder + Constants.NN_SVM_SURF + "_" + (signType == Constants.SignType.circular ? "circle" : "triangle") + ".dat");
}
}
public SVM_SURFProcessor(MsgService msgService, Constants.SignType signType)
: base(msgService, VisionMessage.msgType)
{
this.signType = signType;
if (signs == null)
{
signs = new Bitmap[Constants.NUM_OF_SIGN_TYPES + 1];
ResizeBicubic resizer = new ResizeBicubic(32, 32);
for (int i = 1; i <= Constants.NUM_OF_SIGN_TYPES; i++)
{
String file_name = "signs\\sign_" + (i < 10 ? ("0" + i) : ("" + i)) + ".bmp";
signs[i] = resizer.Apply((Bitmap)Bitmap.FromFile(Constants.base_folder + file_name, false));
}
}
if (model == null)
{
BinaryFormatter formatter = new BinaryFormatter();
FileStream stream = new FileStream(Constants.base_folder + Constants.NN_SVM_SURF + "_" + (signType == Constants.SignType.circular ? "circle" : "triangle") + ".dat", FileMode.Open, FileAccess.Read, FileShare.None);
model = (Model)formatter.Deserialize(stream);
stream.Close();
}
}
