public void TrainSet(EncogOCR_SketchData[] sketches, bool shouldGenerateGarbage = true)
{
// Assign a token so that only the latest result will be used
long token = TokenGenerator.NextToken();
_currentToken = token;
_parent.lblTraining.Content = "training...";
// Kill existing tasks
//NOTE: Removing from the list is done in the continue
foreach (var runningTask in _currentTasks)
{
runningTask.Item2.Cancel();
}
// Group the sketches by name
var groupedSketches = sketches.ToLookup(o => o.Name).
Select(o => Tuple.Create(o.Key, o.Select(p => p).ToArray())).
ToArray();
if (groupedSketches.Length == 0)
{
_parent._network = null;
_parent.lblTraining.Content = "";
return;
}
TrainNetwork(groupedSketches, token, shouldGenerateGarbage);
}
