protected void LoadMeleeClassifier()
{
foreach (var option in new string[] { OFFENSE, DEFENSE })
{
try
{
ClassifierTree cTree;
string contents;
AssetManager assets = this.Assets;
var filename = $"{option}.{Classifier.FileExtension}";
var filepath = $"{GetExternalFilesDir(null)}/{filename}";
using (StreamReader sr = new StreamReader(assets.Open(filename)))
{
contents = sr.ReadToEnd();
cTree = Serializer.Deserialize <ClassifierTree>(contents);
if (cTree != null)
{
Log.Debug("Loading classifier", $"Loaded our {option} classifier tree (from asset file).");
}
}
if (cTree == null)
{
using (var streamReader = new StreamReader(filepath))
{
contents = streamReader.ReadToEnd();
Log.Debug("Loading classifier", $"Loading our {option} classifier tree, it currently contains: \n\n{contents}\n");
cTree = Serializer.Deserialize <ClassifierTree>(contents);
}
}
if (cTree == null)
{
throw new Exception($"Classifier deserialization failed - filename {filepath}");
}
CueClassifiers[option] = cTree.MainClassifier;
Dataset = new DataSet <DKS> {
Name = cTree.MainClassifier.MatchingDatasetName
};
foreach (var gClass in cTree.GestureClasses)
{
Dataset.AddClass(gClass);
//if (cTree.CueClassifiers.ContainsKey(gClass.className)) CueClassifiers.Add(gClass.className, cTree.CueClassifiers[gClass.className]);
}
SelectedGestureClass = Dataset.Classes.FirstOrDefault();
}
catch (Exception ex)
{
Log.Debug("MachineLearning|Load Classifier", ex.ToString());
Speech.SayAllOf("Cannot launch melee - no melee classifier found.").Wait();
Finish();
}
}
}
protected void LoadHackingClassifier()
{
foreach (var option in new string[] { HACKING }) // Might want to add more classifiers later on.
{
try
{
ClassifierTree cTree = null;
string contents;
AssetManager assets = this.Assets;
var filename = $"{option}.{Classifier.FileExtension}";
var filepath = $"{GetExternalFilesDir(null)}/{filename}";
try
{
using (var streamReader = new StreamReader(filepath))
{
contents = streamReader.ReadToEnd();
cTree = Serializer.Deserialize <ClassifierTree>(contents);
if (cTree != null)
{
Log.Debug("Loading classifier", $"Loading our {option} classifier tree (from phone-specific file)");
}
}
}
catch (Exception)
{
cTree = null;
}
if (cTree == null)
{
using (StreamReader sr = new StreamReader(assets.Open(filename)))
{
contents = sr.ReadToEnd();
cTree = Serializer.Deserialize <ClassifierTree>(contents);
if (cTree != null)
{
Log.Debug("Loading classifier", $"Loaded our {option} classifier tree (from asset file).");
}
}
}
if (cTree == null)
{
throw new Exception($"Classifier deserialization failed - filename {filepath}");
}
CueClassifiers[option] = cTree.MainClassifier;
if (option == HACKING)
{
Classifier = cTree.MainClassifier;
}
Dataset = new DataSet <DKS> {
Name = cTree.MainClassifier.MatchingDatasetName
};
foreach (var gClass in cTree.GestureClasses)
{
Dataset.AddClass(gClass);
}
SelectedGestureClass = Dataset.Classes.FirstOrDefault();
}
catch (Exception ex)
{
Log.Debug("MachineLearning|Load Classifier", ex.ToString());
Speech.Say("Cannot launch hacking - no hacking classifier found.");
Finish();
}
}
}
