public TrainerAnn(ref NeuronalNetwork neuronalNetwork, ReadFile rf, bool serialize)
{
_neuronalNetwork = neuronalNetwork;
if (serialize == false)
{
_neuronalNetwork.InitializeNetwork();
}
//initializa training data
_trainSet = rf.GetTrainingData();
_testData = rf.GetTestData();
File.WriteAllText("pua.txt", string.Empty);
}
private void button4_Click(object sender, EventArgs e)
{
//recognize a picture with smv
OpenFileDialog fileDialog = new OpenFileDialog();
fileDialog.Title = "Please select a picture";
fileDialog.Multiselect = false;
fileDialog.Filter = "PNG|*.png";
DialogResult dr = fileDialog.ShowDialog();
if (dr == DialogResult.OK)
{
string fileName = Path.GetFileName(fileDialog.FileName);
string parameter = "4 " + fileName;
ProcesInitiator.GetProcesInitiator().InitProcess(parameter);
var listaPredictii = ReadFile.ReadListaPozeAsociate();
new ImageCategory(listaPredictii[0], listaPredictii).Show();
new ImageSlideShow(listaPredictii[0], listaPredictii).Show();
}
}
private void ImageNetwork_Load(object sender, EventArgs e)
{
_readFile = new ReadFile();
}