Example #1
0
        public int detectCheckType(string check)       // Código 1: Banco Comercial, Código 2: BBVA
        {
            System.Drawing.Image img = System.Drawing.Image.FromFile(check);
            //Recorto logo banco
            var imageFactory = new ImageFactory(false);
            var croppedImg = imageFactory.Load(check);
            int x, y, width, height;

            x      = Convert.ToInt32(img.Width * 0.33);
            y      = 0;
            width  = Convert.ToInt32(img.Width * 0.33);
            height = Convert.ToInt32(img.Height * 0.25);
            Rectangle logoZone = new Rectangle(x, y, width, height);

            croppedImg.Crop(logoZone);

            //Guardo archivo con recorte en formanto png
            croppedImg.Format(new PngFormat {
                Quality = 100
            });
            string logoImg = string.Concat(workingDirectory, "\\ManusE1_temporal\\logo.png");

            croppedImg.Save(logoImg);

            //Proceso logo
            try {
                //Evalúo lo devuelto por Vision
                var    image    = Google.Cloud.Vision.V1.Image.FromFile(logoImg);
                var    response = client.DetectText(image, ic);
                string OCRtext  = response.ElementAt(0).Description;

                //Elimino recorte creado luego de haberlo procesado
                croppedImg.Dispose();
                File.Delete(string.Concat(workingDirectory, "\\ManusE1_temporal\\logo.png"));

                if (OCRtext.Contains("MER"))
                {
                    return(1);
                }
                else if (OCRtext.Contains("BBVA"))
                {
                    return(2);
                }
            }
            catch (ArgumentOutOfRangeException) {
                //Si ElementAt(0) = null porque Vision no devolvió texto, asumo que es cheque de Banco Comercial por mayor probabilidad
                return(1);
            }
            return(0);    //Nunca devolverá este valor, pero el compilador lo demandaba
        }
Example #2
0
        public static string Recognize(string imagePath)
        {
            if (credential == null)
            {
                var googleCredsPath = System.Runtime.InteropServices.RuntimeInformation.IsOSPlatform(OSPlatform.Windows)
                    ? @"C:\mydev\My Project-77101559a6d3.json"
                    : "/Users/slav/Downloads/My Project-d1092d64586a.json";

                credential = GoogleCredential.FromFile(googleCredsPath)
                             .CreateScoped(ImageAnnotatorClient.DefaultScopes);
                channel = new Grpc.Core.Channel(
                    ImageAnnotatorClient.DefaultEndpoint.ToString(),
                    credential.ToChannelCredentials());

                var client = ImageAnnotatorClient.Create(channel);
            }

            var image    = Image.FromFile(imagePath);
            var response = client.DetectText(image);
            int count    = response.Count;

            foreach (var annotation in response)
            {
                if (annotation.Description != null)
                {
                    return(annotation.Description);
                }
            }
            return(null);
        }
        public override async Task RunCommand(object sender)
        {
            var engine          = (IAutomationEngineInstance)sender;
            var vAPICredentials = (string)await v_APICredentials.EvaluateCode(engine);

            string vFilePath = null;

            if (v_ImageType == "Filepath")
            {
                vFilePath = (string)await v_FilePath.EvaluateCode(engine);
            }
            else
            {
                Bitmap vBitmap = (Bitmap)await v_Bitmap.EvaluateCode(engine);

                vFilePath = engine.EngineContext.ProjectPath + "\\tempOCRBitmap.bmp";
                FileStream imageStream = new FileStream(vFilePath, FileMode.OpenOrCreate);
                vBitmap.Save(imageStream, ImageFormat.Bmp);
                imageStream.Close();
            }
            Environment.SetEnvironmentVariable("GOOGLE_APPLICATION_CREDENTIALS", vAPICredentials);

            string                           foundText       = "";
            GoogleImage                      image           = GoogleImage.FromFile(vFilePath);
            ImageAnnotatorClient             client          = ImageAnnotatorClient.Create();
            IReadOnlyList <EntityAnnotation> textAnnotations = client.DetectText(image);

            foundText = textAnnotations[0].Description;
            foundText.SetVariableValue(engine, v_OutputUserVariableName);
        }
        /// <summary>
        /// Send a request to Google Vision to extract extract text from an image represented as a series of bytes.
        /// </summary>
        /// <param name="imageBytes">the image to analyze represented as a series of bytes</param>
        /// <returns>A string extracted from the image, or null if the call failed.</returns>
        public static string ExtractText(byte[] imageBytes)
        {
            if (imageBytes == null)
            {
                throw new NullReferenceException("GoogleVisionConnectionManager.ExtractText(Image): Image provided is null");
            }

            Image image = Image.FromBytes(imageBytes);

            System.Environment.SetEnvironmentVariable(GOOGLE_APPLICATION_CREDENTIALS, JsonPath);
            ImageAnnotatorClient             client          = ImageAnnotatorClient.Create();
            IReadOnlyList <EntityAnnotation> textAnnotations = client.DetectText(image);

            if (textAnnotations.Count <= 0)
            {
                return("");
            }
            string text = textAnnotations.First().Description;

            if (text.Last() == '\n')
            {
                text = text.Substring(0, text.Length - 1);
            }
            return(text.Replace('\n', ' '));
        }
Example #5
0
        public IReadOnlyList <EntityAnnotation> GetTextDetectionResponse(Image image)
        {
            if (image == null)
            {
                throw new ArgumentNullException();
            }
            var textDetectionResponse = _imageAnnotatorClient.DetectText(image);

            return(textDetectionResponse);
        }
        private string RecognizeFromBytes(byte[] data)
        {
            var image    = Image.FromBytes(data);
            var response = googleClient.DetectText(image, context);

            if (response.Count == 0)
            {
                return("");
            }
            return(response.FirstOrDefault().Description);
        }
Example #7
0
        public IActionResult CaptureImage(IFormFile file)
        {
            if (file == null)
            {
                return(Json(new
                {
                    Status = 0
                }));
            }
            byte[] imageBytes = null;
            using (var ms = new MemoryStream())
            {
                file.CopyTo(ms);
                imageBytes = ms.ToArray();
            }

            Image image5 = Image.FromBytes(imageBytes);
            ImageAnnotatorClient             client = ImageAnnotatorClient.Create();
            IReadOnlyList <EntityAnnotation> labels = client.DetectLabels(image5);

            client.DetectFaces(image5);
            var faceAttributeList = new List <FaceAttribute>();

            foreach (EntityAnnotation label in labels)
            {
                faceAttributeList.Add(new FaceAttribute()
                {
                    Score       = ((int)(label.Score * 100)).ToString(),
                    Description = label.Description
                });;
                // Console.WriteLine($"Score: {(int)(label.Score * 100)}%; Description: {label.Description}");
            }
            IReadOnlyList <FaceAnnotation> faceAnnotations = client.DetectFaces(image5);

            IReadOnlyList <EntityAnnotation> texts = client.DetectText(image5);
            var textList = new List <FaceAttribute>();

            foreach (EntityAnnotation label in texts)
            {
                textList.Add(new FaceAttribute()
                {
                    Score       = ((int)(label.Score * 100)).ToString(),
                    Description = label.Description
                });;
            }
            SafeSearchAnnotation searchAnnotations = client.DetectSafeSearch(image5);

            return(Json(new FaceResponse()
            {
                labels = faceAttributeList, faceAnnotations = faceAnnotations, texts = textList, searchAnnotations = searchAnnotations
            }));
        }
        static void LoadImg(string imgPath)
        {
            Image image = Image.FromFile(imgPath);
            ImageAnnotatorClient             client   = ImageAnnotatorClient.Create();
            IReadOnlyList <EntityAnnotation> response = client.DetectText(image);

            for (int i = 1; i < response.Count; i++)
            {
                if (response[i].Description != null)
                {
                    Console.WriteLine(response[i].Description);
                }
            }
        }
        public void DetectText()
        {
            Image image = LoadResourceImage("Ellesborough.png");
            // Snippet: DetectText
            ImageAnnotatorClient             client          = ImageAnnotatorClient.Create();
            IReadOnlyList <EntityAnnotation> textAnnotations = client.DetectText(image);

            foreach (EntityAnnotation text in textAnnotations)
            {
                Console.WriteLine($"Description: {text.Description}");
            }
            // End snippet

            var descriptions = textAnnotations.Select(t => t.Description).ToList();

            Assert.Contains("Ellesborough", descriptions);
        }
Example #10
0
        public ActionResult Capture(string base64String)
        {
            byte[] imageBytes = null;

            if (!string.IsNullOrEmpty(base64String))
            {
                var imageParts = base64String.Split(',').ToList <string>();
                imageBytes = Convert.FromBase64String(imageParts[1]);
            }


            Image image5 = Image.FromBytes(imageBytes);
            ImageAnnotatorClient             client = ImageAnnotatorClient.Create();
            IReadOnlyList <EntityAnnotation> labels = client.DetectLabels(image5);

            client.DetectFaces(image5);
            var faceAttributeList = new List <FaceAttribute>();

            foreach (EntityAnnotation label in labels)
            {
                faceAttributeList.Add(new FaceAttribute()
                {
                    Score       = ((int)(label.Score * 100)).ToString(),
                    Description = label.Description
                });;
                // Console.WriteLine($"Score: {(int)(label.Score * 100)}%; Description: {label.Description}");
            }
            IReadOnlyList <FaceAnnotation>   faceAnnotations = client.DetectFaces(image5);
            IReadOnlyList <EntityAnnotation> texts           = client.DetectText(image5);
            var textList = new List <FaceAttribute>();

            foreach (EntityAnnotation label in texts)
            {
                textList.Add(new FaceAttribute()
                {
                    Score       = ((int)(label.Score * 100)).ToString(),
                    Description = label.Description
                });;
            }
            SafeSearchAnnotation searchAnnotations = client.DetectSafeSearch(image5);

            return(Json(new FaceResponse()
            {
                labels = faceAttributeList, faceAnnotations = faceAnnotations, texts = textList, searchAnnotations = searchAnnotations
            }));
        }
Example #11
0
        private void ExecuteProcessCommand(object obj)
        {
            var image = Google.Cloud.Vision.V1.Image.FromFile(Image);

            var documentText = _client.DetectDocumentText(image, _imageContext);
            var detection    = _client.DetectWebInformation(image, _imageContext);
            var text         = _client.DetectText(image, _imageContext);

            var label = detection.BestGuessLabels.FirstOrDefault().Label.ToUpper();

            Detector mainDetector = new Detector(documentText.Text.ToUpper(), label, detection, text);
            var      document     = mainDetector.Execute();

            DocumentType = document.Type.ToString();
            DocumentData = document.ToString();

            OnPropertyChanged("DocumentData");
            OnPropertyChanged("DocumentType");
        }
Example #12
0
        private void processButton_Click(object sender, EventArgs e)
        {
            textBox1.Text = "Procesando...";
            //Pido a la API Vision
            var image    = Image.FromFile(fotoPath);
            var response = client.DetectText(image);

            //Creo archivo txt
            CreateTXT(directory);
            string text = "";

            //Escribo lo devuelto por Vision
            text = response.ElementAt(0).Description;
            writeTXT(txtPath, text);
            textBox1.Text         = "Se creó un txt con el resultado.";
            processButton.Enabled = false;
            //Elimino imagen creada por improveImage en directorio
            File.Delete(string.Concat(directory, "\\improvedImg.jpg"));
        }
Example #13
0
        public string GetText(string fileName)
        {
            // Definir essa variável no ambiente (linux ou windows) com base na conta de serviço criada no Google
            //https://cloud.google.com/docs/authentication/production#linux-or-macos
            string value = Environment.GetEnvironmentVariable("GOOGLE_APPLICATION_CREDENTIALS");

            Image img = Image.FromFile(fileName);

            var result = string.Empty;
            ImageAnnotatorClient client = ImageAnnotatorClient.Create();

            IReadOnlyList <EntityAnnotation> textAnnotations = client.DetectText(img);

            foreach (EntityAnnotation text in textAnnotations)
            {
                result += text.Description;
            }
            return(result);
        }
Example #14
0
        private List <MediaProperties> AnalyseLabels(ImageAnnotatorClient client, Image image)
        {
            var facesList   = new List <MediaProperties>();
            var imageLabels = client.DetectText(image);

            if (imageLabels != null && imageLabels.Count > 0)
            {
                foreach (var label in imageLabels)
                {
                    facesList.Add(new MediaProperties
                    {
                        Type  = MediaPropertyType.Labels,
                        Value = label.Description,
                        Score = label.Confidence
                    });
                }
            }

            return(facesList);
        }
Example #15
0
        public ResultFromOCRBindingModel GetData(
            ResultFromOCRBindingModel model, IMatFileUploadEntry file)
        {
            ResultFromOCRBindingModel result =
                new ResultFromOCRBindingModel();

            Regex snRegex = SerialNumberRegexes
                            .GetSNRegex(model.ApplianceBrand);

            Regex modelRegex = LGModels
                               .GetModelRegex(model.ApplianceType);

            ImageAnnotatorClient client =
                ImageAnnotatorClient.Create();

            MemoryStream stream = new MemoryStream();

            file.WriteToStreamAsync(stream);

            Google.Cloud.Vision.V1.Image image =
                Google.Cloud.Vision.V1.Image.FromStream(stream);

            var annotations = client.DetectText(image);

            foreach (var annotation in annotations)
            {
                if (snRegex.Match(annotation.Description)
                    .Success)
                {
                    result.ApplianceSerialNumber =
                        annotation.Description;
                }
                else if (modelRegex.Match(annotation.Description)
                         .Success)
                {
                    result.ApplianceModel = annotation.Description;
                }
            }

            return(result);
        }
Example #16
0
        private IReadOnlyList <EntityAnnotation> GetImageData()
        {
            Image image = Image.FromFile(@"E:\ALEKS\test_photo4.jpg");

            return(client.DetectText(image));
        }
Example #17
0
        public static async Task SendStreaks(string AmountOfStreaks, string StartOfStreak)
        {
            AdbServer         server = new AdbServer();
            StartServerResult Result;

            try
            {
                Result = server.StartServer($"{Directory.GetParent(System.Reflection.Assembly.GetEntryAssembly().Location)}\\adb.exe", restartServerIfNewer: false);

                Console.WriteLine($"Server now running on {AdbClient.AdbServerPort}");
            }
            catch
            {
                Console.ForegroundColor = ConsoleColor.Red;
                Console.WriteLine("Failed to start the server");
                Console.ResetColor();
                return;
            }

            var Devices = AdbClient.Instance.GetDevices();

            if (Devices.Count > 1)
            {
                Console.ForegroundColor = ConsoleColor.Red;
                Console.WriteLine("You cannot have more than 1 phone plugged in");
                Console.ResetColor();
                return;
            }

            Environment.SetEnvironmentVariable("GOOGLE_APPLICATION_CREDENTIALS", $"{Directory.GetParent(System.Reflection.Assembly.GetEntryAssembly().Location)}/Auth.json");
            ImageAnnotatorClient client = ImageAnnotatorClient.Create();

            int StreaksToSend = 0;

            try
            {
                StreaksToSend = int.Parse(AmountOfStreaks);
            }
            catch
            {
                Console.ForegroundColor = ConsoleColor.Red;
                Console.WriteLine("Failed to parse AmountOfStreaks");
                Console.ResetColor();
                return;
            }

            List <string> Names       = new List <string>();
            int           StreaksSent = 0;

            DeviceData Device          = Devices[0];
            var        GetSizeReceiver = new ConsoleOutputReceiver();

            Device.ExecuteShellCommand($"wm size", GetSizeReceiver);
            string[] lines      = GetSizeReceiver.ToString().Split(new[] { Environment.NewLine }, StringSplitOptions.RemoveEmptyEntries);
            string   DeviceSize = lines[1];

            DeviceSize = DeviceSize.Replace("Override size: ", string.Empty);
            string[] Split  = DeviceSize.Split("x");
            string   Width  = Split[0];
            string   Height = Split[1];

            Device.ExecuteShellCommand($"input tap {int.Parse(Width) / 2} {int.Parse(Height) - 150}", GetSizeReceiver);
            Thread.Sleep(150);
            Device.ExecuteShellCommand($"input tap {(int.Parse(Width) / 2) - 50} {int.Parse(Height) - 290}", GetSizeReceiver);
            Thread.Sleep(1200);
            Device.ExecuteShellCommand($"input tap {int.Parse(Width) - 50} {int.Parse(Height) - 100}", GetSizeReceiver);
            Thread.Sleep(500);

            for (int i = 0; i <= 20; i++)
            {
                var    Receiver       = new ConsoleOutputReceiver();
                string RandomFileName = GenerateRandomString(25);

                Device.ExecuteShellCommand($"exec screencap -p > /storage/emulated/0/Pictures/{RandomFileName}.png", Receiver);

                if (string.IsNullOrWhiteSpace(Receiver.ToString()))
                {
                    Console.WriteLine("Screenshot taken");
                }
                else
                {
                    Console.ForegroundColor = ConsoleColor.Red;
                    Console.WriteLine(Receiver.ToString());
                    Console.ResetColor();
                    return;
                }

                using (SyncService service = new SyncService(new AdbSocket(new IPEndPoint(IPAddress.Loopback, AdbClient.AdbServerPort)), Device))
                    using (Stream stream = File.OpenWrite(@$ "{Directory.GetParent(System.Reflection.Assembly.GetEntryAssembly().Location)}/Screenshots/{RandomFileName}.png"))
                    {
                        service.Pull($"/storage/emulated/0/Pictures/{RandomFileName}.png", stream, null, CancellationToken.None);
                    }

                Device.ExecuteShellCommand($"rm /storage/emulated/0/Pictures/{RandomFileName}.png", Receiver);
                if (!string.IsNullOrWhiteSpace(Receiver.ToString()))
                {
                    Console.ForegroundColor = ConsoleColor.Red;
                    Console.WriteLine("Failed to delete screenshot on phone while moving it locally");
                    Console.ResetColor();
                    return;
                }

                var image    = Google.Cloud.Vision.V1.Image.FromFile(@$ "{Directory.GetParent(System.Reflection.Assembly.GetEntryAssembly().Location)}/Screenshots/{RandomFileName}.png");
                var response = client.DetectText(image);

                foreach (var annotation in response)
                {
                    if (annotation != null)
                    {
                        if (annotation.Description.StartsWith(StartOfStreak))
                        {
                            if (annotation.BoundingPoly.Vertices[0].Y <= 2100)
                            {
                                if (!Names.Contains(annotation.Description))
                                {
                                    if (StreaksSent >= StreaksToSend)
                                    {
                                        i = 21;
                                        break;
                                    }
                                    Console.WriteLine(annotation.Description);
                                    Names.Add(annotation.Description);
                                    Device.ExecuteShellCommand($"input tap {annotation.BoundingPoly.Vertices[0].X} {annotation.BoundingPoly.Vertices[0].Y}", Receiver);
                                    StreaksSent++;
                                }
                            }
                        }
                    }
                    Thread.Sleep(50);
                }
                Device.ExecuteShellCommand($"input swipe 250 1100 250 400 300", Receiver);
                Thread.Sleep(950);
            }

            Console.WriteLine("Streaks have been selected, Make sure the application didn't skip any1");
        }