public MainForm()
{
InitializeComponent();
TfInvoke.CheckLibraryLoaded();
messageLabel.Text = String.Empty;
cameraButton.Text = "Start Camera";
DisableUI();
SessionOptions so = new SessionOptions();
if (TfInvoke.IsGoogleCudaEnabled)
{
Tensorflow.ConfigProto config = new Tensorflow.ConfigProto();
config.GpuOptions = new Tensorflow.GPUOptions();
config.GpuOptions.AllowGrowth = true;
so.SetConfig(config.ToProtobuf());
}
_inceptionGraph = new MaskRcnnInceptionV2Coco(null, so);
_inceptionGraph.OnDownloadProgressChanged += OnDownloadProgressChangedEventHandler;
_inceptionGraph.OnDownloadCompleted += onDownloadCompleted;
_inceptionGraph.Init();
}
public async Task TestMaskRCNN()
{
using (Tensor imageTensor = ImageIO.ReadTensorFromImageFile <byte>(
"surfers.jpg",
-1,
-1,
0,
1.0f))
using (MaskRcnnInceptionV2Coco model = new MaskRcnnInceptionV2Coco())
{
await model.Init();
MaskRcnnInceptionV2Coco.RecognitionResult[][] results = model.Recognize(imageTensor);
}
}
public MainForm()
{
InitializeComponent();
TfInvoke.CheckLibraryLoaded();
messageLabel.Text = String.Empty;
cameraButton.Text = "Start Camera";
DisableUI();
//Use the following code for the full inception model
_inceptionGraph = new MaskRcnnInceptionV2Coco();
_inceptionGraph.OnDownloadProgressChanged += OnDownloadProgressChangedEventHandler;
_inceptionGraph.OnDownloadCompleted += onDownloadCompleted;
_inceptionGraph.Init();
}
public async Task Init()
{
await _inceptionGraph.Init();
}