Added simple webcam demo

WebcamDemo/App.xaml

@@ -0,0 +1,9 @@
+<Application x:Class="WebcamDemo.App"
+             xmlns="http://schemas.microsoft.com/winfx/2006/xaml/presentation"
+             xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
+             xmlns:local="clr-namespace:WebcamDemo"
+             StartupUri="MainWindow.xaml">
+    <Application.Resources>
+
+    </Application.Resources>
+</Application>

WebcamDemo/App.xaml.cs

@@ -0,0 +1,14 @@
+using System.Configuration;
+using System.Data;
+using System.Windows;
+
+namespace WebcamDemo
+{
+    /// <summary>
+    /// Interaction logic for App.xaml
+    /// </summary>
+    public partial class App : Application
+    {
+    }
+
+}

WebcamDemo/AssemblyInfo.cs

@@ -0,0 +1,10 @@
+using System.Windows;
+
+[assembly: ThemeInfo(
+    ResourceDictionaryLocation.None,            //where theme specific resource dictionaries are located
+                                                //(used if a resource is not found in the page,
+                                                // or application resource dictionaries)
+    ResourceDictionaryLocation.SourceAssembly   //where the generic resource dictionary is located
+                                                //(used if a resource is not found in the page,
+                                                // app, or any theme specific resource dictionaries)
+)]

WebcamDemo/MainWindow.xaml

@@ -0,0 +1,47 @@
+<Window x:Class="WebcamDemo.MainWindow"
+        xmlns="http://schemas.microsoft.com/winfx/2006/xaml/presentation"
+        xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
+        xmlns:d="http://schemas.microsoft.com/expression/blend/2008"
+        xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006"
+        xmlns:local="clr-namespace:WebcamDemo"
+        xmlns:skia="clr-namespace:SkiaSharp.Views.WPF;assembly=SkiaSharp.Views.WPF"
+        mc:Ignorable="d"
+        Title="Webcam Demo | YoloDotNet" Height="645" Width="1080"
+        Background="Black" ResizeMode="NoResize" Closing="WindowClosing">
+    <Grid>
+        <Grid.RowDefinitions>
+            <RowDefinition Height="*" />
+            <RowDefinition Height="Auto" />
+        </Grid.RowDefinitions>
+
+        <!-- Webcam -->
+        <skia:SKElement x:Name="WebCamFrame"
+                        Grid.Row="0"
+                        Width="1080"
+                        PaintSurface="UpdateWebcamFrame" />
+
+        <!-- Buttons -->
+        <StackPanel Grid.Row="1"
+                    Orientation="Horizontal"
+                    HorizontalAlignment="Center"
+                    Margin="20">
+
+            <Button x:Name="Start"
+                    Content="Start Detection"
+                    Width="120"
+                    Height="30"
+                    Padding="10,0,10,0"
+                    Margin="0,0,10,0"
+                    Click="StartClick" />
+
+            <Button x:Name="Stop"
+                    Content="Stop Detection"
+                    Width="120"
+                    Height="30"
+                    Padding="10,0,10,0"
+                    Click="StopClick" />
+
+        </StackPanel>
+
+    </Grid>
+</Window>

WebcamDemo/MainWindow.xaml.cs

@@ -0,0 +1,125 @@
+using Emgu.CV;
+using Emgu.CV.CvEnum;
+using Emgu.CV.Util;
+using SkiaSharp;
+using SkiaSharp.Views.Desktop;
+using System.Windows;
+using System.Windows.Threading;
+using YoloDotNet;
+using YoloDotNet.Enums;
+using YoloDotNet.Extensions;
+using YoloDotNet.Models;
+using YoloDotNet.Test.Common;
+
+namespace WebcamDemo
+{
+    /// <summary>
+    /// Interaction logic for MainWindow.xaml
+    /// </summary>
+    public partial class MainWindow : Window
+    {
+        #region Fields
+
+        private readonly Yolo _yolo = default!;
+        private SKImage _currentFrame = default!;
+        private Dispatcher _dispatcher = default!;
+
+        private bool _runDetection = false;
+
+        private SKRect _rect;
+
+        #endregion
+
+        #region Constants
+
+        const int WEBCAM_WIDTH = 1080;
+        const int WEBCAM_HEIGHT = 608;
+        const int FPS = 30;
+        const string FRAME_FORMAT_EXTENSION = ".png";
+
+        #endregion
+
+        public MainWindow()
+        {
+            InitializeComponent();
+
+            // Instantiate yolo
+            _yolo = new Yolo(new YoloOptions()
+            {
+                OnnxModel = SharedConfig.GetTestModelV11(ModelType.ObjectDetection),
+                ModelType = ModelType.ObjectDetection,
+                Cuda = true,
+                PrimeGpu = false
+            });
+
+            _dispatcher = Dispatcher.CurrentDispatcher;
+
+            _currentFrame = SKImage.FromBitmap(new SKBitmap(WEBCAM_WIDTH, WEBCAM_HEIGHT));
+            _rect = new SKRect(0, 0, WEBCAM_WIDTH, bottom: WEBCAM_HEIGHT);
+
+            // Start webcam on a separate thread
+            Task.Run(() => WebcamAsync());
+        }
+
+        private async Task WebcamAsync()
+        {
+            // Configure webcam
+            using var capture = new VideoCapture(0, VideoCapture.API.DShow);
+            capture.Set(CapProp.FrameCount, FPS);
+            capture.Set(CapProp.FrameWidth, WEBCAM_WIDTH);
+            capture.Set(CapProp.FrameHeight, WEBCAM_HEIGHT);
+
+            using var mat = new Mat();
+            using var buffer = new VectorOfByte();
+
+            while (true)
+            {
+                // Capture current frame from webcam
+                capture.Read(mat);
+
+                // Encode mat to a valid image format and to a buffer
+                CvInvoke.Imencode(FRAME_FORMAT_EXTENSION, mat, buffer);
+
+                // "Rewind" buffer
+                buffer.Position = 0;
+
+                // Read buffer to an SKImage
+                _currentFrame = SKImage.FromEncodedData(buffer);
+
+                // Clean up
+                buffer.Clear();
+
+                if (_runDetection)
+                {
+                    // Run inference on frame
+                    var results = _yolo.RunObjectDetection(_currentFrame);
+
+                    // Draw results
+                    _currentFrame = _currentFrame.Draw(results);
+                }
+
+                // Update GUI
+                await _dispatcher.InvokeAsync(() => WebCamFrame.InvalidateVisual());
+            }
+        }
+
+        private void UpdateWebcamFrame(object sender, SKPaintSurfaceEventArgs e)
+        {
+            using var canvas = e.Surface.Canvas;
+            canvas.DrawImage(_currentFrame, _rect);
+            canvas.Flush();
+        }
+
+        private void StartClick(object sender, RoutedEventArgs e)
+            => _runDetection = true;
+
+        private void StopClick(object sender, RoutedEventArgs e)
+            => _runDetection = false;
+
+        private void WindowClosing(object sender, System.ComponentModel.CancelEventArgs e)
+        {
+            _yolo?.Dispose();
+            _currentFrame?.Dispose();
+        }
+    }
+}

WebcamDemo/WebcamDemo.csproj

@@ -0,0 +1,23 @@
+<Project Sdk="Microsoft.NET.Sdk">
+
+  <PropertyGroup>
+    <OutputType>WinExe</OutputType>
+    <TargetFramework>net8.0-windows</TargetFramework>
+    <Nullable>enable</Nullable>
+    <ImplicitUsings>enable</ImplicitUsings>
+    <UseWPF>true</UseWPF>
+    <AllowUnsafeBlocks>true</AllowUnsafeBlocks>
+  </PropertyGroup>
+
+  <ItemGroup>
+    <PackageReference Include="Emgu.CV.Bitmap" Version="4.9.0.5494" />
+    <PackageReference Include="Emgu.CV.runtime.windows" Version="4.9.0.5494" />
+    <PackageReference Include="SkiaSharp.Views.WPF" Version="2.88.9" />
+  </ItemGroup>
+
+  <ItemGroup>
+    <ProjectReference Include="..\test\YoloDotNet.Test.Common\YoloDotNet.Test.Common.csproj" />
+    <ProjectReference Include="..\YoloDotNet\YoloDotNet.csproj" />
+  </ItemGroup>
+
+</Project>

YoloDotNet.sln

@@ -22,6 +22,8 @@ Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "test", "test", "{5FF17268-4
 EndProject
 Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "src", "src", "{C5DF82EF-FED8-4308-A10F-F34E9B714CCF}"
 EndProject
+Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "WebcamDemo", "WebcamDemo\WebcamDemo.csproj", "{96728CA4-2237-42B2-A251-F701AA146508}"
+EndProject
 Global
 	GlobalSection(SolutionConfigurationPlatforms) = preSolution
 		Debug|Any CPU = Debug|Any CPU
@@ -48,6 +50,10 @@ Global
 		{086DFB71-ACF4-4856-A73E-F20B9DB8775A}.Debug|Any CPU.Build.0 = Debug|Any CPU
 		{086DFB71-ACF4-4856-A73E-F20B9DB8775A}.Release|Any CPU.ActiveCfg = Release|Any CPU
 		{086DFB71-ACF4-4856-A73E-F20B9DB8775A}.Release|Any CPU.Build.0 = Release|Any CPU
+		{96728CA4-2237-42B2-A251-F701AA146508}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
+		{96728CA4-2237-42B2-A251-F701AA146508}.Debug|Any CPU.Build.0 = Debug|Any CPU
+		{96728CA4-2237-42B2-A251-F701AA146508}.Release|Any CPU.ActiveCfg = Release|Any CPU
+		{96728CA4-2237-42B2-A251-F701AA146508}.Release|Any CPU.Build.0 = Release|Any CPU
 	EndGlobalSection
 	GlobalSection(SolutionProperties) = preSolution
 		HideSolutionNode = FALSE
@@ -58,6 +64,7 @@ Global
 		{8DB429FE-35C1-4879-9FF1-9811AFF808C5} = {5FF17268-47B9-4137-B45E-428D17702834}
 		{6E2C70F1-F107-4C39-817E-CD21AD460B54} = {5FF17268-47B9-4137-B45E-428D17702834}
 		{086DFB71-ACF4-4856-A73E-F20B9DB8775A} = {5FF17268-47B9-4137-B45E-428D17702834}
+		{96728CA4-2237-42B2-A251-F701AA146508} = {C5DF82EF-FED8-4308-A10F-F34E9B714CCF}
 	EndGlobalSection
 	GlobalSection(ExtensibilityGlobals) = postSolution
 		SolutionGuid = {C3673E62-2658-4C27-9C6A-A3215F416E05}