public NeuralOCRModel(ICharacterSource characterGenerator, List <int> hiddenLayerSizes)
{
ImageWidth = characterGenerator.ImageWidth;
ImageHeight = characterGenerator.ImageHeight;
this.characterGenerator = characterGenerator;
var layerSizes = new List <int>();
layerSizes.Add(ImageWidth * ImageHeight); // input layer
layerSizes.AddRange(hiddenLayerSizes);
layerSizes.Add(10); // output layer
NeuralNetwork = new NeuralNetwork(layerSizes);
NeuralNetwork.InitializeWeights(0.2);
NeuralNetwork.InitializeBiases(0.2);
}
