private async void SettingsPage_Loaded(object sender, RoutedEventArgs e)
{
trainSetConfig = await TrainSetConfigHelper.ParseConfigJson();
imageProcessor = new ImageProcessor();
perceptron = new Perceptron();
symbol1TextBlock.Text = trainSetConfig.Train1.Symbol;
symbol2TextBlock.Text = trainSetConfig.Train2.Symbol;
}
private async void InitFields(bool loadModel)
{
trainSetConfig = await TrainSetConfigHelper.ParseConfigJson();
imageProcessor = new ImageProcessor();
rowCellsCount = trainSetConfig.ImageWidth;
columnCellCount = trainSetConfig.ImageHeight;
cellsCount = rowCellsCount * columnCellCount;
cells = new int[cellsCount];
weights = new double[cellsCount + 1];
if (loadModel)
{
await LoadModel();
}
else
{
GenerateInitWeightVector();
}
}
public async static Task <TrainSetConfig> ParseConfigJson()
{
var file = await StorageFile.GetFileFromApplicationUriAsync(new Uri(@"ms-appx:///Configs/TrainingSetConfig.json"));
JObject json = JObject.Parse(File.ReadAllText(file.Path));
var config = new TrainSetConfig
{
ImageHeight = json.Value <int>("imageH"),
ImageWidth = json.Value <int>("imageW"),
Train1 = new TrainConfig
{
Symbol = json["train1"].Value <string>("symbol"),
Value = json["train1"].Value <int>("value")
},
Train2 = new TrainConfig
{
Symbol = json["train2"].Value <string>("symbol"),
Value = json["train2"].Value <int>("value")
},
};
return(config);
}
private async void InitConfig()
{
trainSetConfig = await TrainSetConfigHelper.ParseConfigJson();
}
