/// <summary>
/// Logic to collect examples. Needs to be called in an Update loop
/// </summary>
private void CollectExamplesLogic()
{
if (m_CollectData)
{
if (Application.isPlaying && m_TimeToStopCapture > 0 && Time.time >= m_TimeToStopCapture)
{
m_CollectData = false;
//Debug.Log("end recording");
}
else if (!Application.isPlaying || Time.time >= m_TimeToNextCapture)
{
// We check which modality of collection is selected
switch (ModeOfCollection)
{
case CollectionMode.SingleExample:
AddTrainingExamplePrivate();
break;
case CollectionMode.Series:
AddInputsToSeries(InputFeatures,
IMLDataSerialization.ParseIMLFeatureToJSON(DesiredOutputFeatures),
ref m_SingleSeries);
break;
default:
break;
}
////Debug.Log ("recording");
m_TimeToNextCapture = Time.time + 1.0f / CaptureRate;
}
}
}
public override void LoadDataFromDisk()
{
// Load IML Series Collection from disk
var auxTrainingSeriesCollection = IMLDataSerialization.LoadTrainingSeriesCollectionFromDisk(GetJSONFileName());
if (!Lists.IsNullOrEmpty(ref auxTrainingSeriesCollection))
{
TrainingSeriesCollection = auxTrainingSeriesCollection;
}
}
private void SetInputData(IMLBaseDataType newInputData)
{
if (InputData == null)
{
IMLDataSerialization.InstantiateIMLData(ref InputData, newInputData);
}
// Make sure we are instantiating a new copy, not a reference
InputData.Values = new float[newInputData.Values.Length];
Array.Copy(newInputData.Values, InputData.Values, newInputData.Values.Length);
}
public override void LoadDataFromDisk()
{
//Load training data from disk
var auxTrainingExamplesVector = IMLDataSerialization.LoadTrainingSetFromDisk(GetJSONFileName());
if (!Lists.IsNullOrEmpty(ref auxTrainingExamplesVector))
{
TrainingExamplesVector = auxTrainingExamplesVector;
//Debug.Log("Training Examples Vector loaded!");
}
}
public virtual void SaveDataToDisk()
{
if (ModeOfCollection == CollectionMode.SingleExample)
{
IMLDataSerialization.SaveTrainingSetToDisk(TrainingExamplesVector, GetJSONFileName());
}
else if (ModeOfCollection == CollectionMode.Series)
{
IMLDataSerialization.SaveTrainingSeriesCollectionToDisk(TrainingSeriesCollection, GetJSONFileName());
}
else
{
Debug.LogWarning("No data collection set");
}
}
public void LoadDataFromDisk()
{
//Load training data from disk
var auxTrainingExamplesVector = IMLDataSerialization.LoadTrainingSetFromDisk(GetJSONFileNameExamples());
if (!Lists.IsNullOrEmpty(ref auxTrainingExamplesVector))
{
TrainingExamplesVector = auxTrainingExamplesVector;
//Debug.Log("Training Examples Vector loaded!");
}
// Load IML Series Collection from disk
var auxTrainingSeriesCollection = IMLDataSerialization.LoadTrainingSeriesCollectionFromDisk(GetJSONFileNameSeries());
if (!Lists.IsNullOrEmpty(ref auxTrainingSeriesCollection))
{
TrainingSeriesCollection = auxTrainingSeriesCollection;
}
}
public override void SaveDataToDisk()
{
IMLDataSerialization.SaveTrainingSeriesCollectionToDisk(TrainingSeriesCollection, GetJSONFileName());
}
public void SaveDataToDisk()
{
IMLDataSerialization.SaveTrainingSetToDisk(TrainingExamplesVector, GetJSONFileNameExamples());
IMLDataSerialization.SaveTrainingSeriesCollectionToDisk(TrainingSeriesCollection, GetJSONFileNameSeries());
}
public override void SaveDataToDisk()
{
IMLDataSerialization.SaveTrainingSetToDisk(TrainingExamplesVector, GetJSONFileName());
}