diff --git a/src/OpenCvSharp/Internal/PInvoke/NativeMethods/objdetect/NativeMethods_FaceDetectorYN.cs b/src/OpenCvSharp/Internal/PInvoke/NativeMethods/objdetect/NativeMethods_FaceDetectorYN.cs
new file mode 100644
index 0000000000..e6b8568835
--- /dev/null
+++ b/src/OpenCvSharp/Internal/PInvoke/NativeMethods/objdetect/NativeMethods_FaceDetectorYN.cs
@@ -0,0 +1,32 @@
+using System.Diagnostics.Contracts;
+using System.Runtime.InteropServices;
+using OpenCvSharp.Dnn;
+
+#pragma warning disable 1591
+#pragma warning disable CA1401 // P/Invokes should not be visible
+#pragma warning disable CA2101 // Specify marshalling for P-Invoke string arguments (code analysis)
+#pragma warning disable IDE1006 // Naming style
+
+namespace OpenCvSharp.Internal;
+
+public static partial class NativeMethods
+{
+    [Pure, DllImport(DllExtern, CallingConvention = CallingConvention.Cdecl, ExactSpelling = true)]
+    internal static extern IntPtr cveFaceDetectorYNCreate(
+        IntPtr model,
+        IntPtr config,
+        ref Size inputSize,
+        float scoreThreshold,
+        float nmsThreshold,
+        int topK,
+        Backend backendId,
+        Target targetId,
+        ref IntPtr sharedPtr
+    );
+
+    [Pure, DllImport(DllExtern, CallingConvention = CallingConvention.Cdecl, ExactSpelling = true)]
+    internal static extern int cveFaceDetectorYNDetect(IntPtr faceDetector, IntPtr image, IntPtr faces);
+
+    [Pure, DllImport(DllExtern, CallingConvention = CallingConvention.Cdecl, ExactSpelling = true)]
+    internal static extern void cveFaceDetectorYNRelease(ref IntPtr faceDetector);
+}
diff --git a/src/OpenCvSharp/Modules/objdetect/FaceDetectorYN.cs b/src/OpenCvSharp/Modules/objdetect/FaceDetectorYN.cs
new file mode 100644
index 0000000000..15bc89e783
--- /dev/null
+++ b/src/OpenCvSharp/Modules/objdetect/FaceDetectorYN.cs
@@ -0,0 +1,82 @@
+using OpenCvSharp.Dnn;
+using OpenCvSharp.Internal;
+
+namespace OpenCvSharp;
+
+/// <summary>
+/// DNN-based face detector
+/// </summary>
+public class FaceDetectorYN : DisposableCvObject
+{
+    /// <summary>
+    /// A pointer to the shared pointer to the unmanaged object
+    /// </summary>
+    private IntPtr _sharedPtr;
+
+    /// <summary>
+    /// Creates an instance of this class with given parameters.
+    /// </summary>
+    /// <param name="model">The path to the requested model</param>
+    /// <param name="config">The path to the config file for compatibility, which is not requested for ONNX models</param>
+    /// <param name="inputSize">The size of the input image</param>
+    /// <param name="scoreThreshold">The threshold to filter out bounding boxes of score smaller than the given value</param>
+    /// <param name="nmsThreshold">The threshold to suppress bounding boxes of IoU bigger than the given value</param>
+    /// <param name="topK">Keep top K bboxes before NMS</param>
+    /// <param name="backendId">The id of backend</param>
+    /// <param name="targetId">The id of target device</param>
+    public FaceDetectorYN(
+        string model,
+        string config,
+        Size inputSize,
+        float scoreThreshold = 0.9f,
+        float nmsThreshold = 0.3f,
+        int topK = 5000,
+        Backend backendId = Backend.DEFAULT,
+        Target targetId = Target.CPU)
+    {
+        using StdString csModel = new(model);
+        using StdString csConfig = new(config);
+
+        ptr = NativeMethods.cveFaceDetectorYNCreate(
+            csModel.CvPtr,
+            csConfig.CvPtr,
+            ref inputSize,
+            scoreThreshold,
+            nmsThreshold,
+            topK,
+            backendId,
+            targetId,
+            ref _sharedPtr
+        );
+    }
+
+    /// <summary>
+    /// A simple interface to detect face from given image.
+    /// </summary>
+    /// <param name="image">An image to detect</param>
+    /// <param name="faces">Detection results stored in a Mat</param>
+    /// <returns>1 if detection is successful, 0 otherwise.</returns>
+    public int Detect(Mat image, Mat faces)
+    {
+        ThrowIfDisposed();
+        using InputArray iaImage = new(image);
+        using OutputArray oaFaces = new(faces);
+        int result = NativeMethods.cveFaceDetectorYNDetect(ptr, iaImage.CvPtr, oaFaces.CvPtr);
+        GC.KeepAlive(this);
+        return result;
+    }
+
+    /// <summary>
+    /// Release the unmanaged memory associated with this FaceDetectorYN
+    /// </summary>
+    protected override void DisposeUnmanaged()
+    {
+        if (!IntPtr.Zero.Equals(_sharedPtr))
+        {
+            NativeMethods.cveFaceDetectorYNRelease(ref _sharedPtr);
+            _sharedPtr = IntPtr.Zero;
+        }
+
+        base.DisposeUnmanaged();
+    }
+}
diff --git a/src/OpenCvSharpExtern/OpenCvSharpExtern.vcxproj b/src/OpenCvSharpExtern/OpenCvSharpExtern.vcxproj
index bbcc1c87a7..3575194492 100644
--- a/src/OpenCvSharpExtern/OpenCvSharpExtern.vcxproj
+++ b/src/OpenCvSharpExtern/OpenCvSharpExtern.vcxproj
@@ -236,6 +236,7 @@ copy "$(SolutionDir)opencv_files\opencv_win_x64\x64\vc17\bin\opencv_videoio_ffmp
     <ClCompile Include="dnn.cpp" />
     <ClCompile Include="dnn_superres.cpp" />
     <ClCompile Include="face.cpp" />
+    <ClCompile Include="face_detector_yn.cpp" />
     <ClCompile Include="highgui.cpp" />
     <ClCompile Include="imgcodecs.cpp" />
     <ClCompile Include="imgproc.cpp" />
@@ -282,6 +283,7 @@ copy "$(SolutionDir)opencv_files\opencv_win_x64\x64\vc17\bin\opencv_videoio_ffmp
     <ClInclude Include="dnn.h" />
     <ClInclude Include="dnn_Net.h" />
     <ClInclude Include="dnn_superres.h" />
+    <ClInclude Include="face_detector_yn.h" />
     <ClInclude Include="face_Facemark.h" />
     <ClInclude Include="face_FaceRecognizer.h" />
     <ClInclude Include="cuda.h" />
diff --git a/src/OpenCvSharpExtern/OpenCvSharpExtern.vcxproj.filters b/src/OpenCvSharpExtern/OpenCvSharpExtern.vcxproj.filters
index 61f530d2bd..e383d676e8 100644
--- a/src/OpenCvSharpExtern/OpenCvSharpExtern.vcxproj.filters
+++ b/src/OpenCvSharpExtern/OpenCvSharpExtern.vcxproj.filters
@@ -103,6 +103,9 @@
     <ClCompile Include="barcode.cpp">
       <Filter>Source Files</Filter>
     </ClCompile>
+    <ClCompile Include="face_detector_yn.cpp">
+      <Filter>Source Files</Filter>
+    </ClCompile>
   </ItemGroup>
   <ItemGroup>
     <ClInclude Include="bgsegm.h">
@@ -384,6 +387,9 @@
     <ClInclude Include="barcode.h">
       <Filter>Header Files</Filter>
     </ClInclude>
+    <ClInclude Include="face_detector_yn.h">
+      <Filter>Header Files\objdetect</Filter>
+    </ClInclude>
   </ItemGroup>
   <ItemGroup>
     <Filter Include="Source Files">
diff --git a/src/OpenCvSharpExtern/face_detector_yn.cpp b/src/OpenCvSharpExtern/face_detector_yn.cpp
new file mode 100644
index 0000000000..a9ce7a4d81
--- /dev/null
+++ b/src/OpenCvSharpExtern/face_detector_yn.cpp
@@ -0,0 +1,54 @@
+#include "face_detector_yn.h"
+#include <opencv2/core/cvstd.hpp>
+#include <opencv2/core/cvstd_wrapper.hpp>
+#include <opencv2/core/mat.hpp>
+#include <opencv2/core/types_c.h>
+#include <opencv2/objdetect/face.hpp>
+#include <opencv2/opencv_modules.hpp>
+
+cv::FaceDetectorYN* cveFaceDetectorYNCreate(
+	cv::String* model,
+	cv::String* config,
+	CvSize* inputSize,
+	float scoreThreshold,
+	float nmsThreshold,
+	int topK,
+	int backendId,
+	int targetId,
+	cv::Ptr<cv::FaceDetectorYN>** sharedPtr)
+{
+#ifdef HAVE_OPENCV_OBJDETECT
+	cv::Ptr<cv::FaceDetectorYN> ptr = cv::FaceDetectorYN::create(
+		*model,
+		*config,
+		*inputSize,
+		scoreThreshold,
+		nmsThreshold,
+		topK,
+		backendId,
+		targetId);
+	*sharedPtr = new cv::Ptr<cv::FaceDetectorYN>(ptr);
+	return (*sharedPtr)->get();
+#else
+	throw_no_objdetect();
+#endif
+}
+
+void cveFaceDetectorYNRelease(cv::Ptr<cv::FaceDetectorYN>** faceDetector)
+{
+#ifdef HAVE_OPENCV_OBJDETECT
+	delete* faceDetector;
+	*faceDetector = 0;
+#else 
+	throw_no_objdetect();
+#endif
+}
+
+int cveFaceDetectorYNDetect(cv::FaceDetectorYN* faceDetector, cv::_InputArray* image, cv::_OutputArray* faces)
+{
+#ifdef HAVE_OPENCV_OBJDETECT
+	return faceDetector->detect(*image, *faces);
+#else 
+	throw_no_objdetect();
+#endif
+}
diff --git a/src/OpenCvSharpExtern/face_detector_yn.h b/src/OpenCvSharpExtern/face_detector_yn.h
new file mode 100644
index 0000000000..7edd4874ab
--- /dev/null
+++ b/src/OpenCvSharpExtern/face_detector_yn.h
@@ -0,0 +1,34 @@
+#pragma once
+
+#ifndef NO_OBJDETECT
+
+// ReSharper disable IdentifierTypo
+// ReSharper disable CppInconsistentNaming
+// ReSharper disable CppNonInlineFunctionDefinitionInHeaderFile
+
+#include "my_functions.h"
+#include <opencv2/core/cvstd.hpp>
+#include <opencv2/core/cvstd_wrapper.hpp>
+#include <opencv2/core/types_c.h>
+#include <opencv2/objdetect/face.hpp>
+
+#ifndef _WINRT_DLL
+
+CVAPI(cv::FaceDetectorYN*) cveFaceDetectorYNCreate(
+    cv::String* model,
+    cv::String* config,
+    CvSize* inputSize,
+    float scoreThreshold,
+    float nmsThreshold,
+    int topK,
+    int backendId,
+    int targetId,
+    cv::Ptr<cv::FaceDetectorYN>** sharedPtr);
+
+CVAPI(void) cveFaceDetectorYNRelease(cv::Ptr<cv::FaceDetectorYN>** faceDetector);
+
+CVAPI(int) cveFaceDetectorYNDetect(cv::FaceDetectorYN* faceDetector, cv::_InputArray* image, cv::_OutputArray* faces);
+
+#endif
+
+#endif // NO_OBJDETECT