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- using OpenCVForUnity.CoreModule;
- using OpenCVForUnity.UtilsModule;
- using System;
- using System.Collections.Generic;
- using System.Runtime.InteropServices;
- namespace OpenCVForUnity.ObjdetectModule
- {
- // C++: class FaceRecognizerSF
- /**
- * DNN-based face recognizer
- *
- * model download link: https://github.com/opencv/opencv_zoo/tree/master/models/face_recognition_sface
- */
- public class FaceRecognizerSF : DisposableOpenCVObject
- {
- protected override void Dispose(bool disposing)
- {
- try
- {
- if (disposing)
- {
- }
- if (IsEnabledDispose)
- {
- if (nativeObj != IntPtr.Zero)
- objdetect_FaceRecognizerSF_delete(nativeObj);
- nativeObj = IntPtr.Zero;
- }
- }
- finally
- {
- base.Dispose(disposing);
- }
- }
- protected internal FaceRecognizerSF(IntPtr addr) : base(addr) { }
- public IntPtr getNativeObjAddr() { return nativeObj; }
- // internal usage only
- public static FaceRecognizerSF __fromPtr__(IntPtr addr) { return new FaceRecognizerSF(addr); }
- // C++: enum cv.FaceRecognizerSF.DisType
- public const int FR_COSINE = 0;
- public const int FR_NORM_L2 = 1;
- //
- // C++: void cv::FaceRecognizerSF::alignCrop(Mat src_img, Mat face_box, Mat& aligned_img)
- //
- /**
- * Aligning image to put face on the standard position
- * param src_img input image
- * param face_box the detection result used for indicate face in input image
- * param aligned_img output aligned image
- */
- public void alignCrop(Mat src_img, Mat face_box, Mat aligned_img)
- {
- ThrowIfDisposed();
- if (src_img != null) src_img.ThrowIfDisposed();
- if (face_box != null) face_box.ThrowIfDisposed();
- if (aligned_img != null) aligned_img.ThrowIfDisposed();
- objdetect_FaceRecognizerSF_alignCrop_10(nativeObj, src_img.nativeObj, face_box.nativeObj, aligned_img.nativeObj);
- }
- //
- // C++: void cv::FaceRecognizerSF::feature(Mat aligned_img, Mat& face_feature)
- //
- /**
- * Extracting face feature from aligned image
- * param aligned_img input aligned image
- * param face_feature output face feature
- */
- public void feature(Mat aligned_img, Mat face_feature)
- {
- ThrowIfDisposed();
- if (aligned_img != null) aligned_img.ThrowIfDisposed();
- if (face_feature != null) face_feature.ThrowIfDisposed();
- objdetect_FaceRecognizerSF_feature_10(nativeObj, aligned_img.nativeObj, face_feature.nativeObj);
- }
- //
- // C++: double cv::FaceRecognizerSF::match(Mat face_feature1, Mat face_feature2, int dis_type = FaceRecognizerSF::FR_COSINE)
- //
- /**
- * Calculating the distance between two face features
- * param face_feature1 the first input feature
- * param face_feature2 the second input feature of the same size and the same type as face_feature1
- * param dis_type defining the similarity with optional values "FR_OSINE" or "FR_NORM_L2"
- * return automatically generated
- */
- public double match(Mat face_feature1, Mat face_feature2, int dis_type)
- {
- ThrowIfDisposed();
- if (face_feature1 != null) face_feature1.ThrowIfDisposed();
- if (face_feature2 != null) face_feature2.ThrowIfDisposed();
- return objdetect_FaceRecognizerSF_match_10(nativeObj, face_feature1.nativeObj, face_feature2.nativeObj, dis_type);
- }
- /**
- * Calculating the distance between two face features
- * param face_feature1 the first input feature
- * param face_feature2 the second input feature of the same size and the same type as face_feature1
- * return automatically generated
- */
- public double match(Mat face_feature1, Mat face_feature2)
- {
- ThrowIfDisposed();
- if (face_feature1 != null) face_feature1.ThrowIfDisposed();
- if (face_feature2 != null) face_feature2.ThrowIfDisposed();
- return objdetect_FaceRecognizerSF_match_11(nativeObj, face_feature1.nativeObj, face_feature2.nativeObj);
- }
- //
- // C++: static Ptr_FaceRecognizerSF cv::FaceRecognizerSF::create(String model, String config, int backend_id = 0, int target_id = 0)
- //
- /**
- * Creates an instance of this class with given parameters
- * param model the path of the onnx model used for face recognition
- * param config the path to the config file for compability, which is not requested for ONNX models
- * param backend_id the id of backend
- * param target_id the id of target device
- * return automatically generated
- */
- public static FaceRecognizerSF create(string model, string config, int backend_id, int target_id)
- {
- return FaceRecognizerSF.__fromPtr__(DisposableObject.ThrowIfNullIntPtr(objdetect_FaceRecognizerSF_create_10(model, config, backend_id, target_id)));
- }
- /**
- * Creates an instance of this class with given parameters
- * param model the path of the onnx model used for face recognition
- * param config the path to the config file for compability, which is not requested for ONNX models
- * param backend_id the id of backend
- * return automatically generated
- */
- public static FaceRecognizerSF create(string model, string config, int backend_id)
- {
- return FaceRecognizerSF.__fromPtr__(DisposableObject.ThrowIfNullIntPtr(objdetect_FaceRecognizerSF_create_11(model, config, backend_id)));
- }
- /**
- * Creates an instance of this class with given parameters
- * param model the path of the onnx model used for face recognition
- * param config the path to the config file for compability, which is not requested for ONNX models
- * return automatically generated
- */
- public static FaceRecognizerSF create(string model, string config)
- {
- return FaceRecognizerSF.__fromPtr__(DisposableObject.ThrowIfNullIntPtr(objdetect_FaceRecognizerSF_create_12(model, config)));
- }
- #if (UNITY_IOS || UNITY_WEBGL) && !UNITY_EDITOR
- const string LIBNAME = "__Internal";
- #else
- const string LIBNAME = "opencvforunity";
- #endif
- // C++: void cv::FaceRecognizerSF::alignCrop(Mat src_img, Mat face_box, Mat& aligned_img)
- [DllImport(LIBNAME)]
- private static extern void objdetect_FaceRecognizerSF_alignCrop_10(IntPtr nativeObj, IntPtr src_img_nativeObj, IntPtr face_box_nativeObj, IntPtr aligned_img_nativeObj);
- // C++: void cv::FaceRecognizerSF::feature(Mat aligned_img, Mat& face_feature)
- [DllImport(LIBNAME)]
- private static extern void objdetect_FaceRecognizerSF_feature_10(IntPtr nativeObj, IntPtr aligned_img_nativeObj, IntPtr face_feature_nativeObj);
- // C++: double cv::FaceRecognizerSF::match(Mat face_feature1, Mat face_feature2, int dis_type = FaceRecognizerSF::FR_COSINE)
- [DllImport(LIBNAME)]
- private static extern double objdetect_FaceRecognizerSF_match_10(IntPtr nativeObj, IntPtr face_feature1_nativeObj, IntPtr face_feature2_nativeObj, int dis_type);
- [DllImport(LIBNAME)]
- private static extern double objdetect_FaceRecognizerSF_match_11(IntPtr nativeObj, IntPtr face_feature1_nativeObj, IntPtr face_feature2_nativeObj);
- // C++: static Ptr_FaceRecognizerSF cv::FaceRecognizerSF::create(String model, String config, int backend_id = 0, int target_id = 0)
- [DllImport(LIBNAME)]
- private static extern IntPtr objdetect_FaceRecognizerSF_create_10(string model, string config, int backend_id, int target_id);
- [DllImport(LIBNAME)]
- private static extern IntPtr objdetect_FaceRecognizerSF_create_11(string model, string config, int backend_id);
- [DllImport(LIBNAME)]
- private static extern IntPtr objdetect_FaceRecognizerSF_create_12(string model, string config);
- // native support for java finalize()
- [DllImport(LIBNAME)]
- private static extern void objdetect_FaceRecognizerSF_delete(IntPtr nativeObj);
- }
- }
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