public string resim_tani(Image <Bgr, byte> resim)
{
Emgu.CV.Dnn.Importer caffe = Emgu.CV.Dnn.Importer.CreateCaffeImporter("Text.prototxt", "Model.caffemodel");
Emgu.CV.Dnn.Net net = new Emgu.CV.Dnn.Net();
caffe.PopulateNet(net);
Mat prob;
Mat resim_Mat = resim.Mat;
Size size = new Size(224, 224);
MCvScalar scalar = new MCvScalar(104, 117, 123);
Mat blob = Emgu.CV.Dnn.DnnInvoke.BlobFromImage(resim_Mat, 0.78, size, scalar, true);
net.SetInput(blob, "data");
prob = net.Forward("prob");
// var asd = net.Forward("detection_out");
// var asd = net.Forward("concat");
int classId = 0;
double classProb = 0;
getMaxClass(ref prob, ref classId, ref classProb);
var classNames = readClassNames("synset_words.txt");
var bestClass = classNames[classId];
Console.WriteLine("Best: id:" + classId + ", val: " + bestClass);
Console.WriteLine("Prob: " + classProb * 100 + "%");
return(bestClass);
}
public string clsImg(Image <Bgr, byte> img)
{
Emgu.CV.Dnn.Importer caffe = Emgu.CV.Dnn.Importer.CreateCaffeImporter("Text.prototxt", "Model.caffemodel");
Emgu.CV.Dnn.Net net = new Emgu.CV.Dnn.Net();
caffe.PopulateNet(net);
//Emgu.CV.Dnn.Net net = Emgu.CV.Dnn.DnnInvoke.ReadNetFromCaffe("Text.prototxt", "Model.caffemodel");
//THIS COMMAND CAN BE USED FOR THREE LINES AT THE TOP. For Emgucv 3.4.3 or later versions. Thanks to JacobC. for this statement.
Mat prob;
Mat img_Mat = img.Mat;
Size size = new Size(224, 224);
MCvScalar scalar = new MCvScalar(104, 117, 123);
Mat blob = Emgu.CV.Dnn.DnnInvoke.BlobFromImage(img_Mat, 0.78, size, scalar, true);
net.SetInput(blob, "data");
prob = net.Forward("prob");
// var detection_ou = net.Forward("detection_out");
// var concat = net.Forward("concat");
int classId = 0;
double classProb = 0;
getMaxClass(ref prob, ref classId, ref classProb);
var classNames = readClassNames("synset_words.txt");
var bestClass = classNames[classId];
Console.WriteLine("Best: id:" + classId + ", val: " + bestClass);
Console.WriteLine("Prob: " + classProb * 100 + "%");
return(bestClass);
}
