public void Initialize()
{
var model = modelInitializer.CreateModel(activationCountsPerLayer, activationFunction);
trainingInputOutputPairs = dataSource.GetData(DataPurpose.Training);
testInputOutputPairs = dataSource.GetData(DataPurpose.Test);
learner.Initialize(model);
}
public void Initialize(Image <Gray, byte> frame, IBoundingBox bb)
{
_objectModel.Initialize();
if (_useTracker)
{
_tracker.Initialize(frame, bb);
}
if (_useDetector)
{
_detector.Initialize(frame, bb);
}
if (_useLearner)
{
_learner.Initialize(frame, bb);
}
_boundingBoxes = new List <IBoundingBox>();
_currentFrame = frame;
_currentBb = bb;
_currentBbValid = true;
}