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yolov8_infer.h ----------------- #include <iostream> #include<opencv2/opencv.hpp> #include<math.h> #include "yolov8_onnx.h" #include "yolov8_onnx._1.h" #include "yolov8_utils_1.h" #include<time.h> using namespace std; using namespace cv; using namespace dnn; template<typename _Tp> std::vector<std::tuple<int, float, cv::Rect>> DetectObject(_Tp& task, Mat& img, string& model_path, vector<OutputParams>& result){ bool model_loaded = task.ReadModel(model_path, false); if (model_loaded) { cout << "read net ok!" << endl; } else { std::cout<<"can't read net"<<std::endl; } bool detections_found = task.OnnxDetect(img, result); int detections_count = result.size(); std::vector<std::tuple<int, float, cv::Rect>> detections; if (detections_count > 0) { for (int i = 0; i < detections_count; ++i) { auto detection = result[i]; int class_id = detection.id; float confidence = detection.confidence; cv::Rect box = detection.box; detections.push_back(std::make_tuple(class_id, confidence, box)); } } return detections; }
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