73 lines
2.3 KiB
C++
73 lines
2.3 KiB
C++
#include <iostream>
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#include <opencv2/opencv.hpp>
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#include "util/TimeCount.h"
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#include "CenterFaceMnn.h"
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#include "MobileFaceFeatureMnn.h"
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void test_face_detect(std::string img_path) {
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cv::Mat img = cv::imread(img_path);
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std::vector<FaceInfo> faces;
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{
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USE_TIME t(USE_TIME_US, "face_detect: ");
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CenterFaceMnn::GetInstance()->Detect(img, faces, 1);
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}
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for(auto& face : faces) {
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cv::rectangle(img, cv::Rect(face.x1, face.y1, FACE_BOX_WIDTH(face), FACE_BOX_HEIGHT(face)), cv::Scalar(0, 0, 255), 2);
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}
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cv::imshow("test", img);
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cv::waitKey(0);
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}
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void test_face_compare(std::string img1, std::string img2) {
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cv::Mat img1_ = cv::imread(img1);
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cv::Mat img2_ = cv::imread(img2);
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std::vector<FaceInfo> faces1;
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std::vector<FaceInfo> faces2;
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CenterFaceMnn::GetInstance()->Detect(img1_, faces1, 1);
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CenterFaceMnn::GetInstance()->Detect(img2_, faces2, 1);
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if (faces1.size() == 0 || faces2.size() == 0) {
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std::cout << faces1.size() << " == " << faces2.size() << std::endl;
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return;
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}
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float feature1[512];
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float feature2[512];
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float score = 0.f;
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{
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USE_TIME t(USE_TIME_US, "GetFaceFeature img1 time: ");
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MobileFaceFeatureMnn::GetInstance()->GetFaceFeature(img1_, faces1[0].landmarks, feature1);
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}
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{
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USE_TIME t(USE_TIME_US, "GetFaceFeature img2 time: ");
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MobileFaceFeatureMnn::GetInstance()->GetFaceFeature(img2_, faces2[0].landmarks, feature2);
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}
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{
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USE_TIME t(USE_TIME_US, "DeepCamFaceFeatureCompare time: ");
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MobileFaceFeatureMnn::GetInstance()->MobileFaceFeatureCompare(feature1, feature2, score);
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}
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std::cout << "score: " << score << std::endl;
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for(auto& face : faces2) {
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cv::rectangle(img2_, cv::Rect(face.x1, face.y1, FACE_BOX_WIDTH(face), FACE_BOX_HEIGHT(face)), cv::Scalar(0, 0, 255), 2);
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}
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for(auto& face : faces1) {
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cv::rectangle(img1_, cv::Rect(face.x1, face.y1, FACE_BOX_WIDTH(face), FACE_BOX_HEIGHT(face)), cv::Scalar(0, 0, 255), 2);
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}
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cv::imshow("img1", img1_);
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cv::imshow("img2", img2_);
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cv::waitKey(0);
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}
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int32_t main(int32_t argc, char** argv) {
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CenterFaceMnn::GetInstance();
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MobileFaceFeatureMnn::GetInstance();
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// test_face_detect("E:/dd.jpg");
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test_face_compare("F:/1.jpg", "E:\\6.jpg");
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return 0;
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} |