Exemple #1
0
        static void Main(string[] args)
        {
            int test = 0;

            List <Skies>   dangus     = new List <Skies>();
            List <TempSky> tempDangus = new List <TempSky>();

            classMakeTemp(out tempDangus, @"C:\Users\Laptop\Desktop\temp");
            Console.WriteLine("Press a or anything else.");
            if (tempDangus.Count > 0 && (Console.ReadKey().KeyChar == 'a'))
            {
                classMake(out dangus, @"C:\Users\Laptop\Desktop\asd2", tempDangus[0].Image);
            }
            else if (tempDangus.Count > 0)
            {
                dangus = DeSerializeObject <List <Skies> >(@".\dangau.xml");
            }
            else
            {
                System.Environment.Exit(1);
            }
            string oroSalygos = "";

            int[] debesuotumasArray = new int[5];


            GC.Collect();
            Dictionary <int, double> skyDictionary = new Dictionary <int, double>();

            for (int i = 0; i < dangus.Count; i = i + 5)
            {
                if (dangus.Count - i > 5)
                {
                    for (int j = 0; j < 5; j++)
                    {
                        skyDictionary = Surykiavimas(skyDictionary, tempDangus, dangus, test, j);
                        counteris(dangus, skyDictionary, debesuotumasArray);
                    }
                }
            }

            Window show = new Window("Dangus", WindowMode.FreeRatio);

            oroSalygos = oroSalygosFunc(debesuotumasArray.ToList().IndexOf(debesuotumasArray.Max()));

            if (tempDangus.Count > 0)
            {
                Skies sky = new Skies();


                Point vieta = new Point(100, 100);
                Cv2.PutText(tempDangus[test].Image, oroSalygos, vieta, FontFace.Italic, 3, Scalar.Red, 5);
                show.Image = tempDangus[test].Image;
                WaitKey();
                if (Console.ReadKey().KeyChar == 'a')
                {
                    sky.getSkies(tempDangus[test].Mean, tempDangus[test].Variance, tempDangus[test].FileName,
                                 tempDangus[test].Energy, tempDangus[test].Entropy, tempDangus[test].Smoothness, oroSalygos);
                    dangus.Add(sky);
                }
                else
                {
                    Console.WriteLine("0: Debesuota,  1:Labai Debesuota, 2:Sauleta su debesimis, 3:Lengvai Debesuota, 4:Giedra");
                    string irasyta = Console.ReadLine();
                    int    inSk    = Int32.Parse(irasyta);
                    oroSalygos = oroSalygosFunc(inSk);
                    if (oroSalygos == "")
                    {
                        System.Environment.Exit(0);
                    }
                    sky.getSkies(tempDangus[test].Mean, tempDangus[test].Variance, tempDangus[test].FileName,
                                 tempDangus[test].Energy, tempDangus[test].Entropy, tempDangus[test].Smoothness, oroSalygos);
                    dangus.Add(sky);
                }
                SerializeObject <List <Skies> >(dangus, @".\dangau.xml");
            }
            else
            {
                System.Environment.Exit(1);
            }
        }
Exemple #2
0
        static void classMake(out List <Skies> dangus, string directory, Mat tempSky)
        {
            string[] files = Directory.GetFiles(directory);

            dangus = new List <Skies>();
            Mat dangusPhoto = new Mat();
            Mat bw          = new Mat();

            Mat[] dangusSplit = new Mat[3];
            Mat   dangusHSV   = new Mat();
            //Moments moments = new Moments();

            string name     = "";
            double matching = 0;

            foreach (var file in files)
            {
                if (file.Contains("cloudy") && !file.Contains("verycloudy") && !file.Contains("partlycloudy"))
                {
                    name = "Debesuota";
                }
                else if (file.Contains("verycloudy"))
                {
                    name = "Labai Debesuota";
                }
                else if (file.Contains("partlycloudy"))
                {
                    name = "Saulėta su debesimis";
                }
                else if (file.Contains("lightcloud"))
                {
                    name = "Lengvai debesuota";
                }
                else if (file.Contains("clear"))
                {
                    name = "Giedra";
                }

                dangusPhoto = ImRead(file, LoadMode.Color);
                CvtColor(dangusPhoto, bw, ColorConversion.RgbToGray);
                CvtColor(dangusPhoto, dangusHSV, ColorConversion.RgbToHsv);
                Cv2.Split(dangusPhoto, out dangusSplit);
                float mean       = 0;
                float variance   = 0;
                float smoothness = 0;
                float energy     = 0;
                float entropy    = 0;

                for (int i = 0; i < 3; i++)
                {
                    MeanStdDev(dangusSplit[i], out Scalar meanScalar, out Scalar varianceScalar);
                    getStats(dangusSplit[i], (float)mean, (float)variance, out smoothness, out energy, out entropy);
                    mean       += (float)meanScalar[0];
                    variance   += (float)varianceScalar[0];
                    smoothness += smoothness;
                    energy     += energy;
                    entropy    += entropy;
                }

                //matching = machingas(dangusPhoto, tempSky, 1);
                //moments = Moments(bw);
                Skies sky = new Skies();
                sky.getSkies(mean, variance, file, energy, entropy, smoothness, name);
                dangus.Add(sky);
                GC.Collect();
            }
        }