private void StartTrainingCNN()
{
CNNController ctrl = new CNNController();
ctrl.CreateAndCompileModel("model6final.json", "model6final2");
//ctrl.WriteToFile();
ctrl.PrepareImageSets("data/Train", "data/Test", "data/Valid");
//ctrl.Test(2);
while (true)
{
try
{
ctrl.Train(416, "model6final2", 2, 0.000025);
}
catch (Exception e)
{
ctrl.CreateAndCompileModel("model6final.json", "model6final2");
}
ctrl.ShuffleSets();
}
}
private void StartCNNForForm()
{
//controller.CreateAndCompileModel3();
//controller.WriteToFile("modelCorrectFinal.json", "modelCorrectFinal");
//controller.PrepareImageSets("data/Train", "data/Test", "data/Valid");
//controller.Train(408, "modelCorrectFinal", 1, 0.1);
controller.CreateAndCompileModel("model6final.json", "model6final2");
}
private void EvaluateCNN()
{
CNNController ctrl = new CNNController();
ctrl.CreateAndCompileModel("model6final.json", "model6final2");
ctrl.PrepareImageSets("data/Train", "data/Test", "data/Valid");
ctrl.EvaluateModel();
}