public IActionResult Recognize(string imageName)
{
if (imageName == null)
{
throw new ArgumentNullException(nameof(imageName));
}
var imagePath = _imagesService.GetImageFilePath(imageName);
var image = Image.FromFile(imagePath) as Bitmap;
if (image == null)
{
throw new Exception(nameof(image));
}
var inputArray = GetInputArray(image);
_neuron = new Neuron(_rowsCount, _columnsCount, inputArray, _weights);
_neuron.MultiplySignalByWeight();
_neuron.SignalsSum();
return(Json(new
{
Result = _neuron.GetResult(),
Value = _neuron.Sum,
Output = GetOutputArray(_neuron.Input)
}));
}