static void Main(string[] args) { ConsoleTraceListener listener = new ConsoleTraceListener(); Trace.Listeners.Add(listener); string ProjPath = Directory.GetParent(System.IO.Directory.GetCurrentDirectory()).Parent.Parent.Parent.FullName; string DirPath = ProjPath + @"\pics_to_recognize\"; OnnxClassifier clf = new OnnxClassifier(ProjPath + @"\model\resnet50-v2-7.onnx"); PredictionQueue cq = new PredictionQueue(); cq.Enqueued += PredictionCaught; Task keyBoardTask = Task.Run(() => { Trace.WriteLine("*** Press Esc to cancel"); while (!(Console.KeyAvailable && Console.ReadKey(true).Key == ConsoleKey.Escape)) { } clf.StopPrediction(); }); clf.PredictAll(cq, new DirectoryInfo(DirPath).GetFiles()); Trace.Listeners.Remove(listener); Trace.Close(); }
public ActionResult <List <PredictionResult> > GetNew([FromBody] List <PredictionRequest> mpr) // Base64 { var cq = new PredictionQueue(); clf.PredictAll(cq, mpr.Select(i => new Tuple <string, byte[]>(i.FilePath, Convert.FromBase64String(i.Image))).ToList()); var res = cq.Queue.ToList(); res.ForEach(delegate(PredictionResult pr) { dB.AddToDataBase(pr); }); return(new ActionResult <List <PredictionResult> >(cq.Queue.ToList())); }