//Load a SavedRecognizer from a file
public void Load(string filename)
{
NeuralNetworkStub stub = Utils.Instance.ReadNeuralNetworkStub(filename);
outputs = stub.gestures;
neuralNet = new NeuralNetwork(stub.numInput, stub.numHidden, stub.numOutput);
neuralNet.SetWeights(stub.weights);
}
//Load a SavedRecognizer from a file
public void Load(string filename)
{
gestureSettings = Utils.GetGestureSettings();
NeuralNetworkStub stub = Utils.ReadNeuralNetworkStub(filename);
outputs = stub.gestures;
BuildOutputDictionary();
neuralNet = new NeuralNetwork(stub.numInput, stub.numHidden, stub.numOutput);
neuralNet.SetWeights(stub.weights);
}
public static NeuralNetworkStub ReadNeuralNetworkStub(string networkName)
{
string path = Application.streamingAssetsPath + Config.NEURAL_NET_PATH + networkName + "/" + networkName + ".txt";
if (System.IO.File.Exists(path))
{
string[] lines = System.IO.File.ReadAllLines(path);
NeuralNetworkStub stub = JsonUtility.FromJson <NeuralNetworkStub>(string.Concat(lines));
return(stub);
}
else
{
NeuralNetworkStub stub = new NeuralNetworkStub();
stub.gestures = new List <Gesture>();
return(stub);
}
}
} // SplitTrainTest
public void SaveNeuralNetwork(double[] weights)
{
NeuralNetworkStub stub = new NeuralNetworkStub();
stub.numInput = numInput;
stub.numHidden = numHidden;
stub.numOutput = numOutput;
stub.gestures = gestures;
stub.weights = weights;
string filePath = Application.streamingAssetsPath + Config.NEURAL_NET_PATH + recognizerName + "/" + recognizerName + ".txt";
using (System.IO.StreamWriter file = new System.IO.StreamWriter(filePath, false))
{
//file.WriteLine(dumbString);
file.WriteLine(JsonUtility.ToJson(stub, true));
}
#if UNITY_EDITOR
AssetDatabase.ImportAsset(filePath);
#endif
}
public NeuralNetworkStub ReadNeuralNetworkStub(string networkName)
{
string path = Config.SAVE_FILE_PATH + networkName + "/" + networkName + ".txt";
if (System.IO.File.Exists(path))
{
string[] lines = System.IO.File.ReadAllLines(path);
////System.IO.File.
string inputLine = lines[0];
NeuralNetworkStub stub = JsonUtility.FromJson <NeuralNetworkStub>(inputLine);
return(stub);
}
else
{
NeuralNetworkStub stub = new NeuralNetworkStub();
stub.gestures = new List <string>();
return(stub);
}
}
