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(); }