private void generateInference()
{
lbResult.Items.Clear();
lbResult.Items.Add("Los resultados de la inferencia son los siguientes:");
StorageCharacter storageCharacter = null;
float matches = 0, percent = 0;
for (int i = 0; i < segmentsList.Images.Count; i++)
{
lbResult.Items.Add("\n Posibilidades para el caracter " + i + " del captcha:");
for (int j = 0; j < storageCharacterList.Count; j++)
{
storageCharacter = storageCharacterList.ElementAt(j);
matches = inference(ResizeImage((Bitmap)segmentsList.Images[i]),
ResizeImage(storageCharacter.getBitmap()));
percent = matches * 100 / (imageSize * imageSize);
if (matches > 500)
{
lbResult.Items.Add("\n Con un %" + percent + " de probabilidades: " +
storageCharacter.getCharacterString());
}
}
}
}
/// <summary>
/// Create a list of default storage images of characters.
/// </summary>
private void GenerateStorageCharacterList()
{
storageCharacterList = new List <StorageCharacter>();
DirectoryInfo currentDirectory = new DirectoryInfo(
Application.StartupPath + "/iaimages/");
int filesSize = currentDirectory.GetFiles("*.*").Count();
int index = 0;
if (filesSize > 0)
{
foreach (FileInfo archivo in currentDirectory.GetFiles("*.JPG"))
{
Bitmap bitmap = new Bitmap(archivo.FullName);
StorageCharacter newStorageCharacter = new StorageCharacter(
ResizeImage(bitmap),
charactersList.ElementAt(index));
storageCharacterList.Add(newStorageCharacter);
index++;
}
}
}