/// <summary>
/// Recognizes the character in the file of the given path.
/// </summary>
/// <param name="p">Path to a file with a character image.</param>
/// <returns>The character in this image.</returns>
public string recognise(string p)
{
// file path 2 array
ArrayInputData aid = new ArrayInputData(DataManipulation.Bmp2Pattern(p), null);
// use the network
Matrix <float> result = mln.use(aid);
return(Mat2String(result));
}
/// <summary>
/// Loads images into an input pattern structure.
/// </summary>
/// <param name="p">list of StringInputData, containing the image path as Key and the represented character as Value.</param>
public void loadTrainImages(List <StringInputData> p)
{
trainImages = p;
trainData = new ArrayInputData(new DenseMatrix(patternSize, p.Count), new DenseMatrix(26, p.Count, 0));
Matrix <float> inputPattern;
for (int img = 0; img < p.Count; img++)
{
inputPattern = DataManipulation.Bmp2Pattern(p[img].Key);
trainData.Key.SetColumn(img, inputPattern.Column(0));
// Careful: only upper letters are covered so far!!
trainData.Value.At(p[img].Value.ToUpper()[0] - 'A', img, 1.0f);
}
}
