private static bool DetectCat(INeuralNetwork neuralNetwork, Image <Gray, Byte> image)
{
double[] networkFeed = LocalImage.GetNetworkFeedArray(image);
var networkOutput = neuralNetwork.GenerateOutput(networkFeed);
var outputValue = networkOutput[0];
var complementaryOutputValue = networkOutput[1];
return(outputValue > 0.95 && complementaryOutputValue < 0.05);
}
private static (Image <Gray, Byte>, System.Drawing.Rectangle) GetAreaUnderAnchorBox(Image <Bgr, Byte> originalImage, AnchorBox anchorBox)
{
var originalImageCopy = originalImage.Copy();
var rectangle = GetRectangleFromAnchroBox(originalImageCopy, anchorBox);
originalImageCopy.ROI = rectangle;
var croppedImage = LocalImage.ConvertOriginalImageToGrayScaleAndProcess(originalImageCopy.Copy());
originalImageCopy.ROI = System.Drawing.Rectangle.Empty;
return(croppedImage, rectangle);
}
public static (double[], ImageType) GetImageInformationForNeuralNetwork(LocalImage localImage)
{
return(GetNetworkFeedArray(localImage.CompressedImage), localImage.ImageType);
}