Update

1. ZeroLevel Fix configuration floating numbers convert
2. Append GoogleAgeDetector to ZeroLevel.NN

ZeroLevel.NN/Architectures/AgeDetectors/GoogleAgeDetector.cs

@@ -0,0 +1,55 @@
+using Microsoft.ML.OnnxRuntime.Tensors;
+using SixLabors.ImageSharp;
+using ZeroLevel.NN.Models;
+
+namespace ZeroLevel.NN
+{
+    public enum Age
+    {
+        From0To2,
+        From4To6,
+        From8To12,
+        From15To20,
+        From25To32,
+        From38To43,
+        From48To53,
+        From60To100
+    }
+
+    /// <summary>
+    /// Input tensor is 1 x 3 x height x width with mean values 104, 117, 123. Input image have to be previously resized to 224 x 224 pixels and converted to BGR format. 
+    /// </summary>
+    public class GoogleAgeDetector
+        : SSDNN
+    {
+        private const int INPUT_WIDTH = 224;
+        private const int INPUT_HEIGHT = 224;
+        private static float[] MEAN = new[] { 104f, 117f, 123f };
+
+        private Age[] _ageList = new[] { Age.From0To2, Age.From4To6, Age.From8To12, Age.From15To20, Age.From25To32, Age.From38To43, Age.From48To53, Age.From60To100 };
+
+        public GoogleAgeDetector(string modelPath, bool gpu = false) : base(modelPath, gpu)
+        {
+        }
+
+        public Age Predict(Image image)
+        {
+            var input = MakeInput(image,
+                new ImagePreprocessorOptions(INPUT_WIDTH, INPUT_HEIGHT, PredictorChannelType.ChannelFirst)
+                .ApplyCorrection((c, px) => px - MEAN[c])
+                .ApplyAxeInversion());
+            return Predict(input);
+        }
+
+        public Age Predict(Tensor<float> input)
+        {
+            float[] variances = null;
+            Extract(new Dictionary<string, Tensor<float>> { { "input", input } }, d =>
+            {
+                variances = d.First().Value.ToArray();
+            });
+            var (number, index) = variances.Select((n, i) => (n, i)).Max();
+            return _ageList[index];
+        }
+    }
+}

ZeroLevel.NN/Architectures/FaceRecognition/Resnet27.cs

@@ -0,0 +1,40 @@
+using Microsoft.ML.OnnxRuntime.Tensors;
+using SixLabors.ImageSharp;
+using ZeroLevel.NN.Models;
+
+namespace ZeroLevel.NN
+{
+    public class Resnet27
+        : SSDNN, IEncoder
+    {
+        private const int INPUT_WIDTH = 128;
+        private const int INPUT_HEIGHT = 128;
+        public Resnet27(string modelPath)
+            : base(modelPath)
+        {
+        }
+
+        public int InputW => INPUT_WIDTH;
+        public int InputH => INPUT_HEIGHT;
+
+        public float[] Predict(Image image)
+        {
+            var input = MakeInput(image,
+                new ImagePreprocessorOptions(INPUT_WIDTH, INPUT_HEIGHT, PredictorChannelType.ChannelFirst)
+                .ApplyCorrection((c, px) => (px - 127.5f) / 128f)
+                .ApplyAxeInversion());
+            return Predict(input);
+        }
+
+        public float[] Predict(Tensor<float> input)
+        {
+            float[] embedding = null;
+            Extract(new Dictionary<string, Tensor<float>> { { "input.1", input } }, d =>
+            {
+                embedding = d.First().Value.ToArray();
+            });
+            Norm(embedding);
+            return embedding;
+        }
+    }
+}

ZeroLevel.NN/ZeroLevel.NN.csproj

@@ -7,7 +7,7 @@
     <AllowUnsafeBlocks>True</AllowUnsafeBlocks>
     <DebugType>embedded</DebugType>
     <ErrorReport>none</ErrorReport>
-    <Version>1.0.0.0</Version>
+    <Version>1.0.0.1</Version>
     <Company>Ogoun</Company>
     <Authors>Ogoun</Authors>
     <Copyright>Copyright Ogoun 2022</Copyright>
@@ -15,6 +15,7 @@
     <PackageProjectUrl>https://github.com/ogoun/Zero/wiki</PackageProjectUrl>
     <RepositoryUrl>https://github.com/ogoun/Zero</RepositoryUrl>
     <RepositoryType>git</RepositoryType>
+    <PackageReleaseNotes>New architectures</PackageReleaseNotes>
   </PropertyGroup>
 
   <PropertyGroup Condition="'$(Configuration)|$(Platform)'=='Debug|AnyCPU'">

ZeroLevel.UnitTests/ConfigurationTest.cs

@@ -73,5 +73,27 @@ namespace ZeroLevel.UnitTests
             Assert.Equal("System", config.Service.ServiceGroup);
             Assert.Equal("service", config.Service.ServiceType);
         }
+        
+        [Fact]
+        public void NumbersTest()
+        {
+            // Arrange
+            var set = Configuration.CreateSet();
+            var d = 0.27;
+            var f = 0.5f;
+            var i = 12;
+
+            // Act
+            set.Default.Append("d", "0.27");
+            set.Default.Append("f", "0.5");
+            set.Default.Append("i", "12");
+
+            var td = set.Default.First<double>("d");
+
+            // Assert
+            Assert.Equal(d, td);
+            Assert.Equal(f, set.Default.First<float>("f"));
+            Assert.Equal(i, set.Default.First<int>("i"));
+        }
     }
 }

ZeroLevel/Services/Config/BaseConfiguration.cs

@@ -150,7 +150,9 @@ namespace ZeroLevel.Services.Config
             if (_keyValues.TryGetValue(GetKey(key), out result))
             {
                 if (result.Count > 0)
+                {
                     return (T)StringToTypeConverter.TryConvert(result[0], typeof(T));
+                }
                 return default(T);
             }
             throw new KeyNotFoundException("Parameter not found: " + key);
@@ -185,7 +187,9 @@ namespace ZeroLevel.Services.Config
             if (_keyValues.TryGetValue(GetKey(key), out result))
             {
                 if (result.Count > 0)
+                {
                     return (T)StringToTypeConverter.TryConvert(result[0], typeof(T));
+                }
             }
             return default(T);
         }
@@ -203,7 +207,9 @@ namespace ZeroLevel.Services.Config
             if (_keyValues.TryGetValue(GetKey(key), out result))
             {
                 if (result.Count > 0)
+                {
                     return (T)StringToTypeConverter.TryConvert(result[0], typeof(T));
+                }
             }
             return defaultValue;
         }

ZeroLevel/Services/DOM/DSL/Services/TContainer.cs

@@ -2707,6 +2707,7 @@ namespace DOM.DSL.Services
         private static object ConvertTo(string line, Type type)
         {
             return StringToTypeConverter.TryConvert(line, type);
+
         }
 
         #endregion Conditions

ZeroLevel/Services/Reflection/StringToTypeConverter.cs

@@ -1,5 +1,6 @@
 using System;
 using System.ComponentModel;
+using System.Globalization;
 
 namespace ZeroLevel.Services.Reflection
 {
@@ -14,6 +15,12 @@ namespace ZeroLevel.Services.Reflection
         {
             try
             {
+                if (TypeHelpers.IsNumericTypeWithFloating(to))
+                {
+                    input = input.
+                        Replace(",", CultureInfo.CurrentCulture.NumberFormat.NumberDecimalSeparator).
+                        Replace(".", CultureInfo.CurrentCulture.NumberFormat.NumberDecimalSeparator);
+                }
                 return TypeDescriptor.GetConverter(to).ConvertFromString(input);
             }
             catch

ZeroLevel/Services/Reflection/TypeHelpers.cs

@@ -49,6 +49,19 @@ namespace ZeroLevel.Services.Reflection
             }
         }
 
+        public static bool IsNumericTypeWithFloating(Type type)
+        {
+            switch (Type.GetTypeCode(type))
+            {
+                case TypeCode.Decimal:
+                case TypeCode.Double:
+                case TypeCode.Single:
+                    return true;
+                default:
+                    return false;
+            }
+        }
+
         public static bool IsEnum(Type type)
         {
             return type.Return(t => t.IsEnum, false);

ZeroLevel/ZeroLevel.csproj

@@ -6,19 +6,19 @@
 </Description>
     <Authors>ogoun</Authors>
     <Company>ogoun</Company>
-    <AssemblyVersion>3.3.6.2</AssemblyVersion>
-    <PackageReleaseNotes>Update distance metrics</PackageReleaseNotes>
+    <AssemblyVersion>3.3.6.3</AssemblyVersion>
+    <PackageReleaseNotes>Configuration floating number convert fix</PackageReleaseNotes>
     <PackageProjectUrl>https://github.com/ogoun/Zero/wiki</PackageProjectUrl>
     <Copyright>Copyright Ogoun 2022</Copyright>
     <PackageLicenseUrl></PackageLicenseUrl>
     <PackageIconUrl></PackageIconUrl>
     <RepositoryUrl>https://github.com/ogoun/Zero</RepositoryUrl>
     <RepositoryType>git</RepositoryType>
-    <Version>3.3.6.2</Version>
-    <FileVersion>3.3.6.2</FileVersion>
+    <Version>3.3.6.3</Version>
+    <FileVersion>3.3.6.3</FileVersion>
     <Platforms>AnyCPU;x64;x86</Platforms>
     <PackageIcon>zero.png</PackageIcon>
-    <DebugType>none</DebugType>
+    <DebugType>full</DebugType>
     <ErrorReport>none</ErrorReport>
     <ApplicationIcon>zero.ico</ApplicationIcon>
     <PlatformTarget>AnyCPU</PlatformTarget>