public override void CompileLayer(NetworkLayer previousLayer)
{
PreviousLayer = previousLayer;
FilteredImage previous = (FilteredImage)previousLayer.GetData();
Output = new FilteredImage(previous.NumberOfChannels, previous.Size / Pool);
}
public override void CompileLayer(NetworkLayer previousLayer)
{
PreviousLayer = previousLayer;
if (Output == null)
{
FilteredImage previous = (FilteredImage)previousLayer.GetData();
Output = new FlattenedImage(previous.Size * previous.Size * previous.NumberOfChannels);
}
}
public override void CompileLayer(NetworkLayer previousLayer)
{
PreviousLayer = previousLayer;
FlattenedImage previous = (FlattenedImage)PreviousLayer.GetData();
Output = new FlattenedImage(NumberOfUnits);
if (Units == null)
{
Units = new Unit[NumberOfUnits];
for (int i = 0; i < NumberOfUnits; i++)
{
Units[i] = new Unit(previous.Size);
}
}
}
public override void CompileLayer(NetworkLayer previousLayer)
{
PreviousLayer = previousLayer;
FilteredImage previous = (FilteredImage)PreviousLayer.GetData();
if (Filters[0] == null)
{
CreateKernels(previous.NumberOfChannels);
}
if (Padding == "same")
{
OutputImage = new FilteredImage(FilterNumber, previous.Size);
}
else
{
OutputImage = new FilteredImage(FilterNumber, previous.Size - FilterSize + 1);
}
}