#include <iostream> #include "opencv2/opencv_modules.hpp" #if defined(HAVE_OPENCV_CUDACODEC) && defined(WIN32) #include <vector> #include <numeric> #include "opencv2/core.hpp" #include "opencv2/cudacodec.hpp" #include "opencv2/highgui.hpp" #include "tick_meter.hpp" int main(int argc, const char* argv[]) { if (argc != 2) { std::cerr << "Usage : video_writer <input video file>" << std::endl; return -1; } const double FPS = 25.0; cv::VideoCapture reader(argv[1]); if (!reader.isOpened()) { std::cerr << "Can't open input video file" << std::endl; return -1; } cv::cuda::printShortCudaDeviceInfo(cv::cuda::getDevice()); cv::VideoWriter writer; cv::Ptr<cv::cudacodec::VideoWriter> d_writer; cv::Mat frame; cv::cuda::GpuMat d_frame; std::vector<double> cpu_times; std::vector<double> gpu_times; TickMeter tm; for (int i = 1;; ++i) { std::cout << "Read " << i << " frame" << std::endl; reader >> frame; if (frame.empty()) { std::cout << "Stop" << std::endl; break; } if (!writer.isOpened()) { std::cout << "Frame Size : " << frame.cols << "x" << frame.rows << std::endl; std::cout << "Open CPU Writer" << std::endl; if (!writer.open("output_cpu.avi", cv::VideoWriter::fourcc('X', 'V', 'I', 'D'), FPS, frame.size())) return -1; } if (d_writer.empty()) { std::cout << "Open CUDA Writer" << std::endl; const cv::String outputFilename = "output_gpu.avi"; d_writer = cv::cudacodec::createVideoWriter(outputFilename, frame.size(), FPS); } d_frame.upload(frame); std::cout << "Write " << i << " frame" << std::endl; tm.reset(); tm.start(); writer.write(frame); tm.stop(); cpu_times.push_back(tm.getTimeMilli()); tm.reset(); tm.start(); d_writer->write(d_frame); tm.stop(); gpu_times.push_back(tm.getTimeMilli()); } 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 [XVID] : Avg : " << cpu_avg << " ms FPS : " << 1000.0 / cpu_avg << std::endl; std::cout << "GPU [H264] : Avg : " << gpu_avg << " ms FPS : " << 1000.0 / gpu_avg << std::endl; return 0; } #else int main() { std::cout << "OpenCV was built without CUDA Video encoding support\n" << std::endl; return 0; } #endif