#include #include #include #include //#define OPENCV #include "yolo_v2_class.hpp" // imported functions from DLL #ifdef OPENCV #include // C++ #pragma comment(lib, "opencv_core249.lib") #pragma comment(lib, "opencv_imgproc249.lib") #pragma comment(lib, "opencv_highgui249.lib") void draw_boxes(cv::Mat mat_img, std::vector result_vec) { for (auto &i : result_vec) { cv::rectangle(mat_img, cv::Rect(i.x, i.y, i.w, i.h), cv::Scalar(50, 200, 50), 3); } cv::imshow("window name", mat_img); cv::waitKey(0); } #endif // OPENCV void show_result(std::vector const result_vec, std::vector const obj_names) { for (auto &i : result_vec) { if (obj_names.size() > i.obj_id) std::cout << obj_names[i.obj_id] << " - "; std::cout << "obj_id = " << i.obj_id << " - x = " << i.x << ", y = " << i.y << ", w = " << i.w << ", h = " << i.h << ", prob = " << i.prob << std::endl; } } std::vector objects_names_from_file(std::string const filename) { std::ifstream file(filename); std::vector file_lines; if (!file.is_open()) return file_lines; for(std::string line; file >> line;) file_lines.push_back(line); std::cout << "object names loaded \n"; return file_lines; } int main() { Detector detector("yolo-voc.cfg", "yolo-voc.weights"); auto obj_names = objects_names_from_file("data/voc.names"); while (true) { std::string filename; std::cout << "input image filename: "; std::cin >> filename; if (filename.size() == 0) break; try { #ifdef OPENCV cv::Mat mat_img = cv::imread(filename); std::vector result_vec = detector.detect(mat_img); draw_boxes(mat_img, result_vec); #else //std::vector result_vec = detector.detect(filename); auto img = detector.load_image(filename); std::vector result_vec = detector.detect(img); detector.free_image(img); #endif show_result(result_vec, obj_names); } catch (std::exception &e) { std::cerr << "exception: " << e.what() << "\n"; getchar(); } catch (...) { std::cerr << "unknown exception \n"; getchar(); } } return 0; }