#include <iostream> #include "opencv2/opencv_modules.hpp" #if defined(HAVE_OPENCV_CUDACODEC) #include <string> #include <vector> #include <algorithm> #include <numeric> #include <opencv2/core.hpp> #include <opencv2/core/opengl.hpp> #include <opencv2/cudacodec.hpp> #include <opencv2/highgui.hpp> #include "tick_meter.hpp" int main(int argc, const char* argv[]) { if (argc != 2) return -1; const std::string fname(argv[1]); cv::namedWindow("CPU", cv::WINDOW_NORMAL); cv::namedWindow("GPU", cv::WINDOW_OPENGL); cv::cuda::setGlDevice(); cv::Mat frame; cv::VideoCapture reader(fname); cv::cuda::GpuMat d_frame; cv::Ptr<cv::cudacodec::VideoReader> d_reader = cv::cudacodec::createVideoReader(fname); TickMeter tm; std::vector<double> cpu_times; std::vector<double> gpu_times; for (;;) { tm.reset(); tm.start(); if (!reader.read(frame)) break; tm.stop(); cpu_times.push_back(tm.getTimeMilli()); tm.reset(); tm.start(); if (!d_reader->nextFrame(d_frame)) break; tm.stop(); gpu_times.push_back(tm.getTimeMilli()); cv::imshow("CPU", frame); cv::imshow("GPU", d_frame); if (cv::waitKey(3) > 0) break; } if (!cpu_times.empty() && !gpu_times.empty()) { std::cout << std::endl << "Results:" << std::endl; std::sort(cpu_times.begin(), cpu_times.end()); std::sort(gpu_times.begin(), gpu_times.end()); double cpu_avg = std::accumulate(cpu_times.begin(), cpu_times.end(), 0.0) / cpu_times.size(); double gpu_avg = std::accumulate(gpu_times.begin(), gpu_times.end(), 0.0) / gpu_times.size(); std::cout << "CPU : Avg : " << cpu_avg << " ms FPS : " << 1000.0 / cpu_avg << std::endl; std::cout << "GPU : Avg : " << gpu_avg << " ms FPS : " << 1000.0 / gpu_avg << std::endl; } return 0; } #else int main() { std::cout << "OpenCV was built without CUDA Video decoding support\n" << std::endl; return 0; } #endif