public static void TestAggregateWithParameterAndValidateJHMDBVideoClassificationResult()
{
string guid = "ca2a97e3-3c32-48cc-b7d9-fdd945b50f23"; //10 class human gesture in JHMDB
string DefaultoutputFilepath = DirectoryConstants.defaultTempDirectory + "\\VideoClassification.txt";
//JHMDBVideoClassifciationValidation.ValidateSatyamJHMDBVideoClassificationAggregationResultByGUID(guid, DefaultoutputFilepath);
//// validate and prepare dataset for training
//string outputDirectory = DirectoryConstants.defaultTempDirectory + guid + "\\ResultDataForTraining\\";
//JHMDBVideoClassifciationValidation.ValidateSatyamJHMDBVideoClassificationAggregationResultByGUID(guid, DefaultoutputFilepath, true, outputDirectory);
JHMDBVideoClassifciationValidation.AggregateWithParameterAndValidateSatyamVideoClassificationResultByGUID(guid);
}
public static void TestParamSweepVideoClassification()
{
string guid = "ca2a97e3-3c32-48cc-b7d9-fdd945b50f23"; //10 class human gesture in JHMDB
string DefaultoutputFilepath = DirectoryConstants.defaultTempDirectory + "\\VideoClassification.txt";
/// eval -- param sweep
List<double> majorityThresholds = new List<double>()
{
0.5, 0.6, 0.7, 0.8, 0.9
};
List<int> minResults = new List<int>()
{
2, 3 ,4, 5, 6, 7, 8, 9, 10
};
foreach (int minResult in minResults)
{
foreach (double majorityThresh in majorityThresholds)
{
JHMDBVideoClassifciationValidation.AggregateWithParameterAndValidateSatyamVideoClassificationResultByGUID(
guid, minResult, 20, majorityThresh);
}
}
}
