Files
gocv/objdetect.h
diegohce 47b74f755d Roadmap: face detector yn face recognizer sf (#1232)
objdetect: FaceDetectorYN + FaceRecognizerSF
2024-10-02 20:33:11 +02:00

85 lines
4.1 KiB
C

#ifndef _OPENCV3_OBJDETECT_H_
#define _OPENCV3_OBJDETECT_H_
#include <stdbool.h>
#ifdef __cplusplus
#include <opencv2/opencv.hpp>
extern "C" {
#endif
#include "core.h"
#ifdef __cplusplus
typedef cv::CascadeClassifier* CascadeClassifier;
typedef cv::HOGDescriptor* HOGDescriptor;
typedef cv::QRCodeDetector* QRCodeDetector;
typedef cv::Ptr<cv::FaceDetectorYN>* FaceDetectorYN;
typedef cv::Ptr<cv::FaceRecognizerSF>* FaceRecognizerSF;
#else
typedef void* CascadeClassifier;
typedef void* HOGDescriptor;
typedef void* QRCodeDetector;
typedef void* FaceDetectorYN;
typedef void* FaceRecognizerSF;
#endif
// CascadeClassifier
CascadeClassifier CascadeClassifier_New();
void CascadeClassifier_Close(CascadeClassifier cs);
int CascadeClassifier_Load(CascadeClassifier cs, const char* name);
struct Rects CascadeClassifier_DetectMultiScale(CascadeClassifier cs, Mat img);
struct Rects CascadeClassifier_DetectMultiScaleWithParams(CascadeClassifier cs, Mat img,
double scale, int minNeighbors, int flags, Size minSize, Size maxSize);
HOGDescriptor HOGDescriptor_New();
void HOGDescriptor_Close(HOGDescriptor hog);
int HOGDescriptor_Load(HOGDescriptor hog, const char* name);
struct Rects HOGDescriptor_DetectMultiScale(HOGDescriptor hog, Mat img);
struct Rects HOGDescriptor_DetectMultiScaleWithParams(HOGDescriptor hog, Mat img,
double hitThresh, Size winStride, Size padding, double scale, double finalThreshold,
bool useMeanshiftGrouping);
Mat HOG_GetDefaultPeopleDetector();
void HOGDescriptor_SetSVMDetector(HOGDescriptor hog, Mat det);
struct Rects GroupRectangles(struct Rects rects, int groupThreshold, double eps);
QRCodeDetector QRCodeDetector_New();
const char* QRCodeDetector_DetectAndDecode(QRCodeDetector qr, Mat input,Mat points,Mat straight_qrcode);
bool QRCodeDetector_Detect(QRCodeDetector qr, Mat input,Mat points);
const char* QRCodeDetector_Decode(QRCodeDetector qr, Mat input,Mat inputPoints,Mat straight_qrcode);
void QRCodeDetector_Close(QRCodeDetector qr);
bool QRCodeDetector_DetectMulti(QRCodeDetector qr, Mat input, Mat points);
bool QRCodeDetector_DetectAndDecodeMulti(QRCodeDetector qr, Mat input, CStrings* decoded ,Mat points, struct Mats* mats);
// FaceDetectorYN
FaceDetectorYN FaceDetectorYN_Create(const char* model, const char* config, Size size);
FaceDetectorYN FaceDetectorYN_Create_WithParams(const char* model, const char* config, Size size, float score_threshold, float mms_threshold, int top_k, int backend_id, int target_id);
FaceDetectorYN FaceDetectorYN_Create_FromBytes(const char* framework, void* bufferModel, int model_size, void* bufferConfig, int config_size, Size size);
FaceDetectorYN FaceDetectorYN_Create_FromBytes_WithParams(const char* framework, void* bufferModel, int model_size, void* bufferConfig, int config_size, Size size, float score_threshold, float mms_threshold, int top_k, int backend_id, int target_id);
void FaceDetectorYN_Close(FaceDetectorYN fd);
int FaceDetectorYN_Detect(FaceDetectorYN fd, Mat image, Mat faces);
Size FaceDetectorYN_GetInputSize(FaceDetectorYN fd);
float FaceDetectorYN_GetNMSThreshold(FaceDetectorYN fd);
float FaceDetectorYN_GetScoreThreshold(FaceDetectorYN fd);
int FaceDetectorYN_GetTopK(FaceDetectorYN fd);
void FaceDetectorYN_SetInputSize(FaceDetectorYN fd, Size input_size);
void FaceDetectorYN_SetNMSThreshold(FaceDetectorYN fd, float nms_threshold);
void FaceDetectorYN_SetScoreThreshold(FaceDetectorYN fd, float score_threshold);
void FaceDetectorYN_SetTopK(FaceDetectorYN fd, int top_k);
// FaceRecognizerSF
FaceRecognizerSF FaceRecognizerSF_Create(const char* model, const char* config);
FaceRecognizerSF FaceRecognizerSF_Create_WithParams(const char* model, const char* config, int backend_id, int target_id);
void FaceRecognizerSF_Close(FaceRecognizerSF fr);
void FaceRecognizerSF_AlignCrop(FaceRecognizerSF fr, Mat src_img, Mat face_box, Mat aligned_img);
void FaceRecognizerSF_Feature(FaceRecognizerSF fr, Mat aligned_img, Mat face_feature);
float FaceRecognizerSF_Match(FaceRecognizerSF fr, Mat face_feature1, Mat face_feature2);
float FaceRecognizerSF_Match_WithParams(FaceRecognizerSF fr, Mat face_feature1, Mat face_feature2, int dis_type);
#ifdef __cplusplus
}
#endif
#endif //_OPENCV3_OBJDETECT_H_