public static ManagedLayerJSON Convert(ManagedLayer layer)
{
var model = new ManagedLayerJSON
{
Type = (int)layer.Type
};
if (layer.Type == LayerTypes.Convolution)
{
model.OutputMaps = layer.OutputMaps;
model.KernelSize = layer.KernelSize;
model.FeatureMap = Convert4DIJ(layer.FeatureMap);
model.Bias = Convert1D(layer.Bias);
}
else if (layer.Type == LayerTypes.Subsampling)
{
model.Scale = layer.Scale;
}
return(model);
}
// Add Layer and Initialize
public void AddLayer(ManagedLayer layer)
{
if (layer.Type == LayerTypes.Input)
{
Layers.Add(layer);
}
if (layer.Type == LayerTypes.Subsampling)
{
if (layer.Scale > 0)
{
Layers.Add(layer);
}
}
if (layer.Type == LayerTypes.Convolution)
{
if (layer.KernelSize > 0 && layer.OutputMaps > 0)
{
Layers.Add(layer);
}
}
}