static TfLiteInvokeIOS()
{
_libraryLoaded = TfLiteInvoke.CheckLibraryLoaded();
if (_libraryLoaded)
{
TfLiteInvoke.RedirectError(TfLiteInvokeIOS.TfliteErrorHandlerThrowException);
}
}
public MainForm()
{
InitializeComponent();
TfLiteInvoke.Init();
messageLabel.Text = String.Empty;
cameraButton.Text = _startCameraText;
_mobileNet = new CocoSsdMobilenetV3();
_mobileNet.OnDownloadProgressChanged += OnDownloadProgressChangedEventHandler;
}
static async Task Main(string[] args)
{
#if DEBUG
ConsoleTraceListener consoleTraceListener = new ConsoleTraceListener();
Trace.Listeners.Add(consoleTraceListener);
#endif
TfLiteInvoke.CheckLibraryLoaded();
String fileName = Path.Join(AssemblyDirectory, "tulips.jpg");
if (args.Length > 0)
{
fileName = args[0];
}
_inputFileInfo = new FileInfo(fileName);
if (!_inputFileInfo.Exists)
{
System.Console.WriteLine(String.Format("File '{0}' does not exist. Please provide a valid file name as input parameter.", _inputFileInfo.FullName));
return;
}
Trace.WriteLine(String.Format("Working on file {0}", _inputFileInfo.FullName));
inception = new Emgu.TF.Lite.Models.Inception();
inception.OnDownloadProgressChanged += onDownloadProgressChanged;
System.Console.WriteLine("Initializing inception");
await inception.Init();
Stopwatch watch = Stopwatch.StartNew();
var result = inception.Recognize(_inputFileInfo.FullName);
watch.Stop();
String resStr = String.Format("Object is {0} with {1}% probability. Recognition completed in {2} milliseconds.", result[0].Label, result[0].Probability * 100, watch.ElapsedMilliseconds);
System.Console.WriteLine(resStr);
System.Console.WriteLine("Press any key to continue:");
System.Console.ReadKey();
}
