How do I resolve the linker error with 'cv::face::LBPHFaceRecognizer' in my OpenCV C++ code?
Unresolved External Source in OPENCV C++ Code with cv::face::LBPHFaceRecognizer
.
I have OPENCV code which acts a trainer that takes a directory full of face images. I am running this on OpenCV 4.2.0
with the OPENCV contrib 4.2.0
library. I am also running this on the newest version of Visual Studios.
#include <iostream>
#include <fstream>
#include <sstream>
#include <string>
#include <vector>
#include <filesystem>
#include <opencv2/opencv.hpp>
#include <opencv2/face.hpp>
#include <opencv2/face/facerec.hpp>
using namespace cv;
using namespace cv::face;
using namespace std;
namespace fs = std::filesystem;
void assurePathExists(const string& path) {
fs::create_directories(fs::path(path).parent_path());
}
int main() {
Ptr<LBPHFaceRecognizer> recognizer = LBPHFaceRecognizer::create();
CascadeClassifier detector;
detector.load("C:/Users/781932/Downloads/haarcascade_frontalface_default.xml");
string datasetPath = "C:/Users/781932/Documents/STEMVisageVision";
vector<Mat> faceSamples;
vector<int> ids;
vector<string> imagePaths;
for (const auto& entry : fs::directory_iterator(datasetPath)) {
if (entry.is_regular_file()) {
imagePaths.push_back(entry.path().string());
}
}
for (const auto& imagePath : imagePaths) {
Mat img = imread(imagePath, IMREAD_GRAYSCALE);
int id = stoi(fs::path(imagePath).stem().string().substr(1));
vector<Rect> faces;
detector.detectMultiScale(img, faces);
for (const auto& face : faces) {
faceSamples.push_back(img(face));
ids.push_back(id);
}
}
recognizer->train(faceSamples, ids);
string trainerPath = "trainer/trainer.yml";
assurePathExists(trainerPath);
recognizer->write(trainerPath);
return 0;
}
After cleaning and rebuilding the solution in VS, it is pretty apparent that the code itself is fine and has no errors. However, I am getting errors regarding the build.
Build started...
1>------ Build started: Project: 5_30_Trainer, Configuration: Debug x64 ------
1>5_30_Trainer.obj : error LNK2019: **unresolved external symbol "public: static struct cv::Ptr<class cv::face::LBPHFaceRecognizer> __cdecl cv::face::LBPHFaceRecognizer::create(int,int,int,int,double)" (?create@LBPHFaceRecognizer@face@cv@@SA?AU?$Ptr@VLBPHFaceRecognizer@face@cv@@@3@HHHHN@Z) referenced in function main**
1>C:\Users\781932\source\repos\5_30_Trainer\x64\Debug\5_30_Trainer.exe : fatal error LNK1120: 1 unresolved externals
1>Done building project "5_30_Trainer.vcxproj" -- FAILED.
========== Build: 0 succeeded, 1 failed, 0 up-to-date, 0 skipped ==========
========== Build started at 9:21 AM and took 02.605 seconds ==========
There seems to be an issue with the the cv::face::LBPHFaceRecognizer
class. I presume it's a linker issue, but I do have everything included in the project properties. What is the issue?
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