private void OnClassifyDrawing(object sender, EventArgs e)
{
try
{
_loggingService.Log("Classify drawing has started");
var imagePreprocessor = new ImagePreprocessor();
double[] pixels = imagePreprocessor.Preprocess(_drawingView.Drawing);
IPredictionModel predictionModel = Global.PredictionModel;
double[] prediction = predictionModel.Predict(pixels);
_drawingView.ProcessPrediction(prediction);
_loggingService.Log("Classify drawing has completed");
}
catch (Exception exception)
{
_loggingService.Log(exception);
_messageService.ShowMessage("An error ocurred while classyfing the drawing. Please try again.", "Classification error", icon: MessageBoxIcon.Information);
}
}