static void Main(string[] args)
{
var baseConfig = new Configuration();
baseConfig.nAreaForStrokeMap = 15;
baseConfig.minRadiusArea = 0.03;
baseConfig.toleranceFactorArea = 1.3;
var paramVar1 = new DoubleParamVariation("nAreaForStrokeMap", 10, 2, 20);
var paramVar2 = new DoubleParamVariation("minRadiusArea", 0.01, 0.02, 0.19);
var paramVar3 = new DoubleParamVariation("toleranceFactorArea", 1.1, 0.1, 2.1);
var configSet = baseConfig.getParameterVariations(paramVar1, paramVar2, paramVar3);
Stream TestFileStream;
BinaryFormatter serializer = new BinaryFormatter();
Dictionary <string, GestureTrace[]> circleGestures, squareGestures, ownFormGestures;
if (File.Exists("Circle_1Finger.gestures"))
{
TestFileStream = File.OpenRead("Circle_1Finger.gestures");
circleGestures = (Dictionary <string, GestureTrace[]>)serializer.Deserialize(TestFileStream);
TestFileStream.Close();
}
else
{
circleGestures = getGestureTraces("Circle_1Finger");
TestFileStream = File.Create("Circle_1Finger.gestures");
serializer.Serialize(TestFileStream, circleGestures);
TestFileStream.Close();
}
if (File.Exists("Square_1Finger.gestures"))
{
TestFileStream = File.OpenRead("Square_1Finger.gestures");
squareGestures = (Dictionary <string, GestureTrace[]>)serializer.Deserialize(TestFileStream);
TestFileStream.Close();
}
else
{
squareGestures = getGestureTraces("Square_1Finger");
TestFileStream = File.Create("Square_1Finger.gestures");
serializer.Serialize(TestFileStream, squareGestures);
TestFileStream.Close();
}
if (File.Exists("OwnForm_1Finger.gestures"))
{
TestFileStream = File.OpenRead("OwnForm_1Finger.gestures");
ownFormGestures = (Dictionary <string, GestureTrace[]>)serializer.Deserialize(TestFileStream);
TestFileStream.Close();
}
else
{
ownFormGestures = getGestureTraces("OwnForm_1Finger");
TestFileStream = File.Create("OwnForm_1Finger.gestures");
serializer.Serialize(TestFileStream, ownFormGestures);
TestFileStream.Close();
}
var gesturesToTest = ownFormGestures;
var nSubsets = 4;
var results = new Dictionary <Configuration, IEnumerable <CrossValidator.RecognitionResultRow> >(1000);
foreach (var config in configSet)
{
var recSystem = new RecognitionSystem(config);
var rows = CrossValidator.validateRecognition(recSystem, gesturesToTest, nSubsets);
results[config] = rows;
}
CrossValidator.saveResultsToFile(@"F:\Dropbox\LfS\Code\GestureRecognitionTests\GestureRecognition_OwnForm.csv", results);
//do evaluation
//Console.WriteLine(model.evaluate(squareTraces.First().Value.First()));
//var crossValidator = new CrossValidator();
//////saveSymbolTracesToDatabase();
//var resCircle = crossValidator.validate(circleTraces, "Circle_1Finger", nSubsets);
//var resSquare = crossValidator.validate(squareTraces, "Square_1Finger", nSubsets);
//var resOwnForm = crossValidator.validate(ownFormTraces, "OwnForm_1Finger", nSubsets);
//var resAll = resCircle.Concat(resSquare).Concat(resOwnForm);
//saveResultsToFile(@"F:\Dropbox\LfS\Code\GestureRecognitionTests\crossValidation_Extrema.csv", resAll);//resAll);
////DBtoExcel(@"D:\Dropbox\LfS\Data\Multitouch_Userstudy\Traces.csv");
}
static void Main(string[] args)
{
var baseConfig = new Configuration();
baseConfig.nAreaForStrokeMap = 15;
baseConfig.minRadiusArea = 0.03;
baseConfig.toleranceFactorArea = 1.3;
//var paramVar1 = new ParameterVariation("nAreaForStrokeMap", 10, 2, 20);
var paramVar2 = new DoubleParamVariation("minRadiusArea", 0.005, 0.025, 0.18);
var paramVar3 = new DoubleParamVariation("toleranceFactorArea", 1.05, 0.05, 1.5);
var paramVar4 = new DoubleParamVariation("areaPointDistance", 0.05, 0.05, 0.2);
var configSet = Configuration.getParameterVariations(param1, param2, param3, param4, param5, param6, param7, param8, param9, param10);
Stream TestFileStream;
BinaryFormatter serializer = new BinaryFormatter();
Dictionary <string, GestureTrace[]> timGestures;
if (File.Exists("Tim.gestures"))
{
TestFileStream = File.OpenRead("Tim.gestures");
timGestures = (Dictionary <string, GestureTrace[]>)serializer.Deserialize(TestFileStream);
TestFileStream.Close();
}
else
{
string user = "******";
//string[] gestures = new string[] { "Triangle_Slow", "Triangle_Normal", "Triangle_Fast", "Circle_Slow", "Circle_Normal", "Circle_Fast", "D_Slow", "D_Normal", "D_Fast", "Circle_FastLeftSlowRight", "Circle_SlowLeftFastRight" };
//string[] gestures = new string[] { "Triangle_Slow", "Triangle_Fast", "Circle_Slow", "Circle_Fast", "D_Slow", "D_Fast", "Circle_1Stop_Bottom", "Circle_2Stop_LeftRight" };
string[] gestures = new string[] { "Triangle_Slow", "Triangle_Fast", "Circle_Slow", "Circle_Fast", "D_Slow", "D_Fast" };
timGestures = gestures.Select(g => new { GestureName = g, Traces = getGestureTraces(user, g) }).ToDictionary(e => e.GestureName, e => e.Traces);
TestFileStream = File.Create("Tim.gestures");
serializer.Serialize(TestFileStream, timGestures);
TestFileStream.Close();
}
var gesturesToTest = timGestures;
var nSubsets = 5;
var results = new Dictionary <Configuration, IEnumerable <CrossValidator.RecognitionResultRow> >(1000);
Stopwatch sw = new Stopwatch();
sw.Start();
foreach (var config in configSet)
{
var recSystem = new RecognitionSystem(config);
var rows = CrossValidator.validateRecognition(recSystem, gesturesToTest, nSubsets);
results[config] = rows;
}
var neededTime = sw.ElapsedMilliseconds;
Console.WriteLine(neededTime);
CrossValidator.saveResultsToFile(@"D:\Dropbox\LfS\Code\GestureRecognitionTests\GestureRecognition_TimGestures_2Subsets_Test.csv", results);
//do evaluation
//Console.WriteLine(model.evaluate(squareTraces.First().Value.First()));
//var crossValidator = new CrossValidator();
//////saveSymbolTracesToDatabase();
//var resCircle = crossValidator.validate(circleTraces, "Circle_1Finger", nSubsets);
//var resSquare = crossValidator.validate(squareTraces, "Square_1Finger", nSubsets);
//var resOwnForm = crossValidator.validate(ownFormTraces, "OwnForm_1Finger", nSubsets);
//var resAll = resCircle.Concat(resSquare).Concat(resOwnForm);
//saveResultsToFile(@"F:\Dropbox\LfS\Code\GestureRecognitionTests\crossValidation_Extrema.csv", resAll);//resAll);
////DBtoExcel(@"D:\Dropbox\LfS\Data\Multitouch_Userstudy\Traces.csv");
}