static void Main(string[] args)
{
Random seed = new Random();
CrossValidate(seed);
return;
Console.WriteLine("Start time: " + DateTime.Now.ToString());
DatasetParser datasetParser = new DatasetParser();
Example[] examples = datasetParser.parseDatasetFile(EXAMPLES_FILENAME);
Shuffle(examples, seed);
CharacterRecognition cr = new CharacterRecognition(NUM_NETWORKS,
NETWORK_NUM_INPUTS, NETWORK_NUM_OUTPUTS,
NETWORK_NUM_HIDDEN_LAYERS, NETWORK_NUM_NEURONS_PER_HIDDEN_LAYER, seed);
cr.Initialize(examples);
/*while (true)
* {
* double[] input = null;
* double[] output = cr.RecognizeCharacter(input);
*
* foreach(double d in output){Console.Write(d+", ");}Console.WriteLine();
* }*/
/*Console.WriteLine("Guessing: ");
* cr.RecognizeCharacter(new double[] {
* 0, 1, 0, 0,
* 0, 1, 0, 0,
* 0, 1, 1, 0,
* 0, 0, 1, 0
* });
*
* cr.RecognizeCharacter(new double[] {
* 0, 1, 1, 0,
* 1, 1, 0, 1,
* 0, 0, 1, 1,
* 0, 0, 1, 0
* });*/
Console.WriteLine("Guessing: ");
cr.RecognizeCharacter(new double[] {
0, 0, 0, 0, 0, 1, 1, 1, 1, 0,
0, 0, 0, 1, 1, 1, 1, 1, 1, 1,
0, 0, 1, 1, 0, 0, 0, 0, 0, 1,
0, 1, 1, 0, 0, 0, 0, 0, 0, 0,
1, 1, 0, 0, 0, 0, 0, 0, 0, 0,
1, 1, 0, 0, 0, 0, 0, 0, 0, 0,
0, 1, 1, 1, 0, 0, 0, 0, 0, 1,
0, 0, 1, 1, 1, 0, 0, 0, 1, 1,
0, 0, 0, 0, 1, 1, 1, 1, 1, 0,
0, 0, 0, 0, 0, 1, 1, 0, 0, 0,
});
}
