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https://gitcode.com/gh_mirrors/es/esp32-opencv.git
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1077 lines
29 KiB
C++
1077 lines
29 KiB
C++
// This file is part of OpenCV project.
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// It is subject to the license terms in the LICENSE file found in the top-level directory
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// of this distribution and at http://opencv.org/license.html.
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//
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// Copyright (C) 2018-2019 Intel Corporation
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#ifndef OPENCV_GAPI_IMGPROC_PERF_TESTS_INL_HPP
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#define OPENCV_GAPI_IMGPROC_PERF_TESTS_INL_HPP
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#include <iostream>
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#include "gapi_imgproc_perf_tests.hpp"
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namespace opencv_test
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{
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using namespace perf;
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namespace
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{
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void rgb2yuyv(const uchar* rgb_line, uchar* yuv422_line, int width)
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{
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CV_Assert(width % 2 == 0);
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for (int i = 0; i < width; i += 2)
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{
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uchar r = rgb_line[i * 3 ];
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uchar g = rgb_line[i * 3 + 1];
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uchar b = rgb_line[i * 3 + 2];
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yuv422_line[i * 2 ] = cv::saturate_cast<uchar>(-0.14713 * r - 0.28886 * g + 0.436 * b + 128.f); // U0
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yuv422_line[i * 2 + 1] = cv::saturate_cast<uchar>( 0.299 * r + 0.587 * g + 0.114 * b ); // Y0
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yuv422_line[i * 2 + 2] = cv::saturate_cast<uchar>(0.615 * r - 0.51499 * g - 0.10001 * b + 128.f); // V0
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r = rgb_line[i * 3 + 3];
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g = rgb_line[i * 3 + 4];
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b = rgb_line[i * 3 + 5];
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yuv422_line[i * 2 + 3] = cv::saturate_cast<uchar>(0.299 * r + 0.587 * g + 0.114 * b); // Y1
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}
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}
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void convertRGB2YUV422Ref(const cv::Mat& in, cv::Mat &out)
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{
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out.create(in.size(), CV_8UC2);
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for (int i = 0; i < in.rows; ++i)
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{
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const uchar* in_line_p = in.ptr<uchar>(i);
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uchar* out_line_p = out.ptr<uchar>(i);
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rgb2yuyv(in_line_p, out_line_p, in.cols);
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}
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}
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}
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//------------------------------------------------------------------------------
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PERF_TEST_P_(SepFilterPerfTest, TestPerformance)
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{
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compare_f cmpF;
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MatType type = 0;
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int kernSize = 0, dtype = 0;
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cv::Size sz;
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cv::GCompileArgs compile_args;
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std::tie(cmpF, type, kernSize, sz, dtype, compile_args) = GetParam();
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cv::Mat kernelX(kernSize, 1, CV_32F);
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cv::Mat kernelY(kernSize, 1, CV_32F);
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randu(kernelX, -1, 1);
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randu(kernelY, -1, 1);
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initMatrixRandN(type, sz, dtype, false);
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cv::Point anchor = cv::Point(-1, -1);
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// OpenCV code /////////////////////////////////////////////////////////////
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{
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cv::sepFilter2D(in_mat1, out_mat_ocv, dtype, kernelX, kernelY );
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}
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// G-API code //////////////////////////////////////////////////////////////
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cv::GMat in;
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auto out = cv::gapi::sepFilter(in, dtype, kernelX, kernelY, anchor, cv::Scalar() );
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cv::GComputation c(in, out);
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// Warm-up graph engine:
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c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
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TEST_CYCLE()
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{
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c.apply(in_mat1, out_mat_gapi);
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}
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// Comparison //////////////////////////////////////////////////////////////
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{
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EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
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EXPECT_EQ(out_mat_gapi.size(), sz);
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}
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SANITY_CHECK_NOTHING();
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}
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//------------------------------------------------------------------------------
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PERF_TEST_P_(Filter2DPerfTest, TestPerformance)
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{
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compare_f cmpF;
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MatType type = 0;
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int kernSize = 0, borderType = 0, dtype = 0;
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cv::Size sz;
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cv::GCompileArgs compile_args;
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std::tie(cmpF, type, kernSize, sz, borderType, dtype, compile_args) = GetParam();
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initMatrixRandN(type, sz, dtype, false);
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cv::Point anchor = {-1, -1};
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double delta = 0;
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cv::Mat kernel = cv::Mat(kernSize, kernSize, CV_32FC1 );
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cv::Scalar kernMean = cv::Scalar::all(1.0);
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cv::Scalar kernStddev = cv::Scalar::all(2.0/3);
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randn(kernel, kernMean, kernStddev);
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// OpenCV code /////////////////////////////////////////////////////////////
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{
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cv::filter2D(in_mat1, out_mat_ocv, dtype, kernel, anchor, delta, borderType);
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}
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// G-API code //////////////////////////////////////////////////////////////
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cv::GMat in;
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auto out = cv::gapi::filter2D(in, dtype, kernel, anchor, delta, borderType);
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cv::GComputation c(in, out);
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// Warm-up graph engine:
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c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
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TEST_CYCLE()
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{
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c.apply(in_mat1, out_mat_gapi);
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}
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// Comparison //////////////////////////////////////////////////////////////
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{
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EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
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EXPECT_EQ(out_mat_gapi.size(), sz);
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}
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SANITY_CHECK_NOTHING();
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}
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//------------------------------------------------------------------------------
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PERF_TEST_P_(BoxFilterPerfTest, TestPerformance)
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{
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compare_f cmpF;
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MatType type = 0;
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int filterSize = 0, borderType = 0, dtype = 0;
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cv::Size sz;
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cv::GCompileArgs compile_args;
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std::tie(cmpF, type, filterSize, sz, borderType, dtype, compile_args) = GetParam();
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initMatrixRandN(type, sz, dtype, false);
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cv::Point anchor = {-1, -1};
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bool normalize = true;
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// OpenCV code /////////////////////////////////////////////////////////////
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{
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cv::boxFilter(in_mat1, out_mat_ocv, dtype, cv::Size(filterSize, filterSize), anchor, normalize, borderType);
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}
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// G-API code //////////////////////////////////////////////////////////////
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cv::GMat in;
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auto out = cv::gapi::boxFilter(in, dtype, cv::Size(filterSize, filterSize), anchor, normalize, borderType);
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cv::GComputation c(in, out);
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// Warm-up graph engine:
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c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
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TEST_CYCLE()
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{
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c.apply(in_mat1, out_mat_gapi);
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}
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// Comparison //////////////////////////////////////////////////////////////
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{
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EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
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EXPECT_EQ(out_mat_gapi.size(), sz);
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}
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SANITY_CHECK_NOTHING();
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}
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//------------------------------------------------------------------------------
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PERF_TEST_P_(BlurPerfTest, TestPerformance)
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{
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compare_f cmpF;
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MatType type = 0;
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int filterSize = 0, borderType = 0;
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cv::Size sz;
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cv::GCompileArgs compile_args;
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std::tie(cmpF, type, filterSize, sz, borderType, compile_args) = GetParam();
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initMatrixRandN(type, sz, type, false);
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cv::Point anchor = {-1, -1};
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// OpenCV code /////////////////////////////////////////////////////////////
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{
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cv::blur(in_mat1, out_mat_ocv, cv::Size(filterSize, filterSize), anchor, borderType);
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}
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// G-API code //////////////////////////////////////////////////////////////
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cv::GMat in;
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auto out = cv::gapi::blur(in, cv::Size(filterSize, filterSize), anchor, borderType);
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cv::GComputation c(in, out);
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// Warm-up graph engine:
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c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
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TEST_CYCLE()
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{
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c.apply(in_mat1, out_mat_gapi);
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}
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// Comparison //////////////////////////////////////////////////////////////
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{
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EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
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EXPECT_EQ(out_mat_gapi.size(), sz);
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}
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SANITY_CHECK_NOTHING();
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}
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//------------------------------------------------------------------------------
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PERF_TEST_P_(GaussianBlurPerfTest, TestPerformance)
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{
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compare_f cmpF;
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MatType type = 0;
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int kernSize = 0;
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cv::Size sz;
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cv::GCompileArgs compile_args;
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std::tie(cmpF, type, kernSize, sz, compile_args) = GetParam();
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cv::Size kSize = cv::Size(kernSize, kernSize);
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auto& rng = cv::theRNG();
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double sigmaX = rng();
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initMatrixRandN(type, sz, type, false);
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// OpenCV code ///////////////////////////////////////////////////////////
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cv::GaussianBlur(in_mat1, out_mat_ocv, kSize, sigmaX);
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// G-API code //////////////////////////////////////////////////////////////
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cv::GMat in;
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auto out = cv::gapi::gaussianBlur(in, kSize, sigmaX);
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cv::GComputation c(in, out);
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// Warm-up graph engine:
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c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
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TEST_CYCLE()
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{
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c.apply(in_mat1, out_mat_gapi);
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}
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// Comparison //////////////////////////////////////////////////////////////
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{
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EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
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EXPECT_EQ(out_mat_gapi.size(), sz);
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}
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SANITY_CHECK_NOTHING();
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}
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//------------------------------------------------------------------------------
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PERF_TEST_P_(MedianBlurPerfTest, TestPerformance)
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{
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compare_f cmpF;
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MatType type = 0;
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int kernSize = 0;
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cv::Size sz;
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cv::GCompileArgs compile_args;
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std::tie(cmpF, type, kernSize, sz, compile_args) = GetParam();
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initMatrixRandN(type, sz, type, false);
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// OpenCV code /////////////////////////////////////////////////////////////
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{
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cv::medianBlur(in_mat1, out_mat_ocv, kernSize);
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}
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// G-API code //////////////////////////////////////////////////////////////
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cv::GMat in;
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auto out = cv::gapi::medianBlur(in, kernSize);
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cv::GComputation c(in, out);
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// Warm-up graph engine:
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c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
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TEST_CYCLE()
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{
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c.apply(in_mat1, out_mat_gapi);
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}
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// Comparison //////////////////////////////////////////////////////////////
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{
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EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
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EXPECT_EQ(out_mat_gapi.size(), sz);
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}
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SANITY_CHECK_NOTHING();
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}
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//------------------------------------------------------------------------------
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PERF_TEST_P_(ErodePerfTest, TestPerformance)
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{
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compare_f cmpF;
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MatType type = 0;
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int kernSize = 0, kernType = 0;
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cv::Size sz;
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cv::GCompileArgs compile_args;
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std::tie(cmpF, type, kernSize, sz, kernType, compile_args) = GetParam();
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initMatrixRandN(type, sz, type, false);
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cv::Mat kernel = cv::getStructuringElement(kernType, cv::Size(kernSize, kernSize));
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// OpenCV code /////////////////////////////////////////////////////////////
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{
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cv::erode(in_mat1, out_mat_ocv, kernel);
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}
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// G-API code //////////////////////////////////////////////////////////////
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cv::GMat in;
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auto out = cv::gapi::erode(in, kernel);
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cv::GComputation c(in, out);
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// Warm-up graph engine:
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c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
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TEST_CYCLE()
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{
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c.apply(in_mat1, out_mat_gapi);
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}
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// Comparison //////////////////////////////////////////////////////////////
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{
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EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
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EXPECT_EQ(out_mat_gapi.size(), sz);
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}
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SANITY_CHECK_NOTHING();
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}
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//------------------------------------------------------------------------------
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PERF_TEST_P_(Erode3x3PerfTest, TestPerformance)
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{
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compare_f cmpF;
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MatType type = 0;
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int numIters = 0;
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cv::Size sz;
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cv::GCompileArgs compile_args;
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std::tie(cmpF, type, sz, numIters, compile_args) = GetParam();
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initMatrixRandN(type, sz, type, false);
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cv::Mat kernel = cv::getStructuringElement(cv::MorphShapes::MORPH_RECT, cv::Size(3, 3));
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// OpenCV code /////////////////////////////////////////////////////////////
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{
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cv::erode(in_mat1, out_mat_ocv, kernel, cv::Point(-1, -1), numIters);
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}
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// G-API code //////////////////////////////////////////////////////////////
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cv::GMat in;
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auto out = cv::gapi::erode3x3(in, numIters);
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cv::GComputation c(in, out);
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// Warm-up graph engine:
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c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
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TEST_CYCLE()
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{
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c.apply(in_mat1, out_mat_gapi);
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}
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// Comparison //////////////////////////////////////////////////////////////
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{
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EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
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EXPECT_EQ(out_mat_gapi.size(), sz);
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}
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SANITY_CHECK_NOTHING();
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}
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//------------------------------------------------------------------------------
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PERF_TEST_P_(DilatePerfTest, TestPerformance)
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{
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compare_f cmpF;
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MatType type = 0;
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int kernSize = 0, kernType = 0;
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cv::Size sz;
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cv::GCompileArgs compile_args;
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std::tie(cmpF, type, kernSize, sz, kernType, compile_args) = GetParam();
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initMatrixRandN(type, sz, type, false);
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cv::Mat kernel = cv::getStructuringElement(kernType, cv::Size(kernSize, kernSize));
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// OpenCV code /////////////////////////////////////////////////////////////
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{
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cv::dilate(in_mat1, out_mat_ocv, kernel);
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}
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// G-API code //////////////////////////////////////////////////////////////
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cv::GMat in;
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auto out = cv::gapi::dilate(in, kernel);
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cv::GComputation c(in, out);
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// Warm-up graph engine:
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c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
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TEST_CYCLE()
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{
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c.apply(in_mat1, out_mat_gapi);
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}
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// Comparison //////////////////////////////////////////////////////////////
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{
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EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
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EXPECT_EQ(out_mat_gapi.size(), sz);
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}
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SANITY_CHECK_NOTHING();
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}
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//------------------------------------------------------------------------------
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PERF_TEST_P_(Dilate3x3PerfTest, TestPerformance)
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{
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compare_f cmpF;
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MatType type = 0;
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int numIters = 0;
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cv::Size sz;
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cv::GCompileArgs compile_args;
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std::tie(cmpF, type, sz, numIters, compile_args) = GetParam();
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initMatrixRandN(type, sz, type, false);
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cv::Mat kernel = cv::getStructuringElement(cv::MorphShapes::MORPH_RECT, cv::Size(3, 3));
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// OpenCV code /////////////////////////////////////////////////////////////
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{
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cv::dilate(in_mat1, out_mat_ocv, kernel, cv::Point(-1,-1), numIters);
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}
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// G-API code //////////////////////////////////////////////////////////////
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cv::GMat in;
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auto out = cv::gapi::dilate3x3(in, numIters);
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cv::GComputation c(in, out);
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// Warm-up graph engine:
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c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
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TEST_CYCLE()
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{
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c.apply(in_mat1, out_mat_gapi);
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}
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// Comparison //////////////////////////////////////////////////////////////
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{
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EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
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EXPECT_EQ(out_mat_gapi.size(), sz);
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}
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SANITY_CHECK_NOTHING();
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}
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//------------------------------------------------------------------------------
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PERF_TEST_P_(SobelPerfTest, TestPerformance)
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{
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compare_f cmpF;
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MatType type = 0;
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int kernSize = 0, dtype = 0, dx = 0, dy = 0;
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cv::Size sz;
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cv::GCompileArgs compile_args;
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std::tie(cmpF, type, kernSize, sz, dtype, dx, dy, compile_args) = GetParam();
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initMatrixRandN(type, sz, dtype, false);
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// OpenCV code /////////////////////////////////////////////////////////////
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{
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cv::Sobel(in_mat1, out_mat_ocv, dtype, dx, dy, kernSize);
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}
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// G-API code //////////////////////////////////////////////////////////////
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cv::GMat in;
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auto out = cv::gapi::Sobel(in, dtype, dx, dy, kernSize);
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cv::GComputation c(in, out);
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// Warm-up graph engine:
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c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
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TEST_CYCLE()
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{
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c.apply(in_mat1, out_mat_gapi);
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}
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// Comparison //////////////////////////////////////////////////////////////
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{
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EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
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EXPECT_EQ(out_mat_gapi.size(), sz);
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}
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SANITY_CHECK_NOTHING();
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|
}
|
|
|
|
//------------------------------------------------------------------------------
|
|
|
|
PERF_TEST_P_(SobelXYPerfTest, TestPerformance)
|
|
{
|
|
compare_f cmpF;
|
|
MatType type = 0;
|
|
int kernSize = 0, dtype = 0, order = 0;
|
|
cv::Size sz;
|
|
cv::GCompileArgs compile_args;
|
|
std::tie(cmpF, type, kernSize, sz, dtype, order, compile_args) = GetParam();
|
|
|
|
cv::Mat out_mat_ocv2;
|
|
cv::Mat out_mat_gapi2;
|
|
|
|
initMatrixRandN(type, sz, dtype, false);
|
|
|
|
// OpenCV code /////////////////////////////////////////////////////////////
|
|
{
|
|
cv::Sobel(in_mat1, out_mat_ocv, dtype, order, 0, kernSize);
|
|
cv::Sobel(in_mat1, out_mat_ocv2, dtype, 0, order, kernSize);
|
|
}
|
|
|
|
// G-API code //////////////////////////////////////////////////////////////
|
|
cv::GMat in;
|
|
auto out = cv::gapi::SobelXY(in, dtype, order, kernSize);
|
|
cv::GComputation c(cv::GIn(in), cv::GOut(std::get<0>(out), std::get<1>(out)));
|
|
|
|
// Warm-up graph engine:
|
|
c.apply(cv::gin(in_mat1), cv::gout(out_mat_gapi, out_mat_gapi2), std::move(compile_args));
|
|
|
|
TEST_CYCLE()
|
|
{
|
|
c.apply(cv::gin(in_mat1), cv::gout(out_mat_gapi, out_mat_gapi2));
|
|
}
|
|
|
|
// Comparison //////////////////////////////////////////////////////////////
|
|
{
|
|
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
|
|
EXPECT_TRUE(cmpF(out_mat_gapi2, out_mat_ocv2));
|
|
EXPECT_EQ(out_mat_gapi.size(), sz);
|
|
EXPECT_EQ(out_mat_gapi2.size(), sz);
|
|
}
|
|
|
|
SANITY_CHECK_NOTHING();
|
|
}
|
|
|
|
//------------------------------------------------------------------------------
|
|
|
|
PERF_TEST_P_(CannyPerfTest, TestPerformance)
|
|
{
|
|
compare_f cmpF;
|
|
MatType type;
|
|
int apSize = 0;
|
|
double thrLow = 0.0, thrUp = 0.0;
|
|
cv::Size sz;
|
|
bool l2gr = false;
|
|
cv::GCompileArgs compile_args;
|
|
std::tie(cmpF, type, sz, thrLow, thrUp, apSize, l2gr, compile_args) = GetParam();
|
|
|
|
initMatrixRandN(type, sz, CV_8UC1, false);
|
|
|
|
// OpenCV code /////////////////////////////////////////////////////////////
|
|
{
|
|
cv::Canny(in_mat1, out_mat_ocv, thrLow, thrUp, apSize, l2gr);
|
|
}
|
|
|
|
// G-API code //////////////////////////////////////////////////////////////
|
|
cv::GMat in;
|
|
auto out = cv::gapi::Canny(in, thrLow, thrUp, apSize, l2gr);
|
|
cv::GComputation c(in, out);
|
|
|
|
// Warm-up graph engine:
|
|
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
|
|
|
|
TEST_CYCLE()
|
|
{
|
|
c.apply(in_mat1, out_mat_gapi);
|
|
}
|
|
|
|
// Comparison //////////////////////////////////////////////////////////////
|
|
{
|
|
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
|
|
EXPECT_EQ(out_mat_gapi.size(), sz);
|
|
}
|
|
|
|
SANITY_CHECK_NOTHING();
|
|
|
|
}
|
|
|
|
//------------------------------------------------------------------------------
|
|
|
|
PERF_TEST_P_(EqHistPerfTest, TestPerformance)
|
|
{
|
|
compare_f cmpF = get<0>(GetParam());
|
|
Size sz = get<1>(GetParam());
|
|
cv::GCompileArgs compile_args = get<2>(GetParam());
|
|
|
|
initMatrixRandN(CV_8UC1, sz, CV_8UC1, false);
|
|
|
|
// OpenCV code /////////////////////////////////////////////////////////////
|
|
{
|
|
cv::equalizeHist(in_mat1, out_mat_ocv);
|
|
}
|
|
|
|
// G-API code //////////////////////////////////////////////////////////////
|
|
cv::GMat in;
|
|
auto out = cv::gapi::equalizeHist(in);
|
|
cv::GComputation c(in, out);
|
|
|
|
// Warm-up graph engine:
|
|
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
|
|
|
|
TEST_CYCLE()
|
|
{
|
|
c.apply(in_mat1, out_mat_gapi);
|
|
}
|
|
|
|
// Comparison //////////////////////////////////////////////////////////////
|
|
{
|
|
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
|
|
EXPECT_EQ(out_mat_gapi.size(), sz);
|
|
}
|
|
|
|
SANITY_CHECK_NOTHING();
|
|
|
|
}
|
|
|
|
//------------------------------------------------------------------------------
|
|
|
|
PERF_TEST_P_(RGB2GrayPerfTest, TestPerformance)
|
|
{
|
|
compare_f cmpF = get<0>(GetParam());
|
|
Size sz = get<1>(GetParam());
|
|
cv::GCompileArgs compile_args = get<2>(GetParam());
|
|
|
|
initMatrixRandN(CV_8UC3, sz, CV_8UC1, false);
|
|
|
|
// OpenCV code /////////////////////////////////////////////////////////////
|
|
{
|
|
cv::cvtColor(in_mat1, out_mat_ocv, cv::COLOR_RGB2GRAY);
|
|
}
|
|
|
|
// G-API code //////////////////////////////////////////////////////////////
|
|
cv::GMat in;
|
|
auto out = cv::gapi::RGB2Gray(in);
|
|
cv::GComputation c(in, out);
|
|
|
|
// Warm-up graph engine:
|
|
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
|
|
|
|
TEST_CYCLE()
|
|
{
|
|
c.apply(in_mat1, out_mat_gapi);
|
|
}
|
|
|
|
// Comparison //////////////////////////////////////////////////////////////
|
|
{
|
|
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
|
|
EXPECT_EQ(out_mat_gapi.size(), sz);
|
|
}
|
|
|
|
SANITY_CHECK_NOTHING();
|
|
|
|
}
|
|
|
|
//------------------------------------------------------------------------------
|
|
|
|
PERF_TEST_P_(BGR2GrayPerfTest, TestPerformance)
|
|
{
|
|
compare_f cmpF = get<0>(GetParam());
|
|
Size sz = get<1>(GetParam());
|
|
cv::GCompileArgs compile_args = get<2>(GetParam());
|
|
|
|
initMatrixRandN(CV_8UC3, sz, CV_8UC1, false);
|
|
|
|
// OpenCV code /////////////////////////////////////////////////////////////
|
|
{
|
|
cv::cvtColor(in_mat1, out_mat_ocv, cv::COLOR_BGR2GRAY);
|
|
}
|
|
|
|
// G-API code //////////////////////////////////////////////////////////////
|
|
cv::GMat in;
|
|
auto out = cv::gapi::BGR2Gray(in);
|
|
cv::GComputation c(in, out);
|
|
|
|
// Warm-up graph engine:
|
|
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
|
|
|
|
TEST_CYCLE()
|
|
{
|
|
c.apply(in_mat1, out_mat_gapi);
|
|
}
|
|
|
|
// Comparison //////////////////////////////////////////////////////////////
|
|
{
|
|
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
|
|
EXPECT_EQ(out_mat_gapi.size(), sz);
|
|
}
|
|
|
|
SANITY_CHECK_NOTHING();
|
|
|
|
}
|
|
|
|
//------------------------------------------------------------------------------
|
|
|
|
PERF_TEST_P_(RGB2YUVPerfTest, TestPerformance)
|
|
{
|
|
compare_f cmpF = get<0>(GetParam());
|
|
Size sz = get<1>(GetParam());
|
|
cv::GCompileArgs compile_args = get<2>(GetParam());
|
|
|
|
initMatrixRandN(CV_8UC3, sz, CV_8UC3, false);
|
|
|
|
// OpenCV code /////////////////////////////////////////////////////////////
|
|
{
|
|
cv::cvtColor(in_mat1, out_mat_ocv, cv::COLOR_RGB2YUV);
|
|
}
|
|
|
|
// G-API code //////////////////////////////////////////////////////////////
|
|
cv::GMat in;
|
|
auto out = cv::gapi::RGB2YUV(in);
|
|
cv::GComputation c(in, out);
|
|
|
|
// Warm-up graph engine:
|
|
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
|
|
|
|
TEST_CYCLE()
|
|
{
|
|
c.apply(in_mat1, out_mat_gapi);
|
|
}
|
|
|
|
// Comparison //////////////////////////////////////////////////////////////
|
|
{
|
|
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
|
|
EXPECT_EQ(out_mat_gapi.size(), sz);
|
|
}
|
|
|
|
SANITY_CHECK_NOTHING();
|
|
|
|
}
|
|
|
|
//------------------------------------------------------------------------------
|
|
|
|
PERF_TEST_P_(YUV2RGBPerfTest, TestPerformance)
|
|
{
|
|
compare_f cmpF = get<0>(GetParam());
|
|
Size sz = get<1>(GetParam());
|
|
cv::GCompileArgs compile_args = get<2>(GetParam());
|
|
|
|
initMatrixRandN(CV_8UC3, sz, CV_8UC3, false);
|
|
|
|
// OpenCV code /////////////////////////////////////////////////////////////
|
|
{
|
|
cv::cvtColor(in_mat1, out_mat_ocv, cv::COLOR_YUV2RGB);
|
|
}
|
|
|
|
// G-API code //////////////////////////////////////////////////////////////
|
|
cv::GMat in;
|
|
auto out = cv::gapi::YUV2RGB(in);
|
|
cv::GComputation c(in, out);
|
|
|
|
// Warm-up graph engine:
|
|
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
|
|
|
|
TEST_CYCLE()
|
|
{
|
|
c.apply(in_mat1, out_mat_gapi);
|
|
}
|
|
|
|
// Comparison //////////////////////////////////////////////////////////////
|
|
{
|
|
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
|
|
EXPECT_EQ(out_mat_gapi.size(), sz);
|
|
}
|
|
|
|
SANITY_CHECK_NOTHING();
|
|
|
|
}
|
|
|
|
//------------------------------------------------------------------------------
|
|
|
|
PERF_TEST_P_(RGB2LabPerfTest, TestPerformance)
|
|
{
|
|
compare_f cmpF = get<0>(GetParam());
|
|
Size sz = get<1>(GetParam());
|
|
cv::GCompileArgs compile_args = get<2>(GetParam());
|
|
|
|
initMatrixRandN(CV_8UC3, sz, CV_8UC3, false);
|
|
|
|
// OpenCV code /////////////////////////////////////////////////////////////
|
|
{
|
|
cv::cvtColor(in_mat1, out_mat_ocv, cv::COLOR_RGB2Lab);
|
|
}
|
|
|
|
// G-API code //////////////////////////////////////////////////////////////
|
|
cv::GMat in;
|
|
auto out = cv::gapi::RGB2Lab(in);
|
|
cv::GComputation c(in, out);
|
|
|
|
// Warm-up graph engine:
|
|
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
|
|
|
|
TEST_CYCLE()
|
|
{
|
|
c.apply(in_mat1, out_mat_gapi);
|
|
}
|
|
|
|
// Comparison //////////////////////////////////////////////////////////////
|
|
{
|
|
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
|
|
EXPECT_EQ(out_mat_gapi.size(), sz);
|
|
}
|
|
|
|
SANITY_CHECK_NOTHING();
|
|
|
|
}
|
|
|
|
//------------------------------------------------------------------------------
|
|
|
|
PERF_TEST_P_(BGR2LUVPerfTest, TestPerformance)
|
|
{
|
|
compare_f cmpF = get<0>(GetParam());
|
|
Size sz = get<1>(GetParam());
|
|
cv::GCompileArgs compile_args = get<2>(GetParam());
|
|
|
|
initMatrixRandN(CV_8UC3, sz, CV_8UC3, false);
|
|
|
|
// OpenCV code /////////////////////////////////////////////////////////////
|
|
{
|
|
cv::cvtColor(in_mat1, out_mat_ocv, cv::COLOR_BGR2Luv);
|
|
}
|
|
|
|
// G-API code //////////////////////////////////////////////////////////////
|
|
cv::GMat in;
|
|
auto out = cv::gapi::BGR2LUV(in);
|
|
cv::GComputation c(in, out);
|
|
|
|
// Warm-up graph engine:
|
|
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
|
|
|
|
TEST_CYCLE()
|
|
{
|
|
c.apply(in_mat1, out_mat_gapi);
|
|
}
|
|
|
|
// Comparison //////////////////////////////////////////////////////////////
|
|
{
|
|
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
|
|
EXPECT_EQ(out_mat_gapi.size(), sz);
|
|
}
|
|
|
|
SANITY_CHECK_NOTHING();
|
|
|
|
}
|
|
|
|
//------------------------------------------------------------------------------
|
|
|
|
PERF_TEST_P_(LUV2BGRPerfTest, TestPerformance)
|
|
{
|
|
compare_f cmpF = get<0>(GetParam());
|
|
Size sz = get<1>(GetParam());
|
|
cv::GCompileArgs compile_args = get<2>(GetParam());
|
|
|
|
initMatrixRandN(CV_8UC3, sz, CV_8UC3, false);
|
|
|
|
// OpenCV code /////////////////////////////////////////////////////////////
|
|
{
|
|
cv::cvtColor(in_mat1, out_mat_ocv, cv::COLOR_Luv2BGR);
|
|
}
|
|
|
|
// G-API code //////////////////////////////////////////////////////////////
|
|
cv::GMat in;
|
|
auto out = cv::gapi::LUV2BGR(in);
|
|
cv::GComputation c(in, out);
|
|
|
|
// Warm-up graph engine:
|
|
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
|
|
|
|
TEST_CYCLE()
|
|
{
|
|
c.apply(in_mat1, out_mat_gapi);
|
|
}
|
|
|
|
// Comparison //////////////////////////////////////////////////////////////
|
|
{
|
|
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
|
|
EXPECT_EQ(out_mat_gapi.size(), sz);
|
|
}
|
|
|
|
SANITY_CHECK_NOTHING();
|
|
|
|
}
|
|
|
|
//------------------------------------------------------------------------------
|
|
|
|
PERF_TEST_P_(BGR2YUVPerfTest, TestPerformance)
|
|
{
|
|
compare_f cmpF = get<0>(GetParam());
|
|
Size sz = get<1>(GetParam());
|
|
cv::GCompileArgs compile_args = get<2>(GetParam());
|
|
|
|
initMatrixRandN(CV_8UC3, sz, CV_8UC3, false);
|
|
|
|
cv::cvtColor(in_mat1, out_mat_ocv, cv::COLOR_BGR2YUV);
|
|
|
|
cv::GMat in;
|
|
auto out = cv::gapi::BGR2YUV(in);
|
|
cv::GComputation c(in, out);
|
|
|
|
// Warm-up graph engine:
|
|
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
|
|
|
|
TEST_CYCLE()
|
|
{
|
|
c.apply(in_mat1, out_mat_gapi);
|
|
}
|
|
|
|
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
|
|
EXPECT_EQ(out_mat_gapi.size(), sz);
|
|
|
|
SANITY_CHECK_NOTHING();
|
|
}
|
|
|
|
//------------------------------------------------------------------------------
|
|
|
|
PERF_TEST_P_(YUV2BGRPerfTest, TestPerformance)
|
|
{
|
|
compare_f cmpF = get<0>(GetParam());
|
|
Size sz = get<1>(GetParam());
|
|
cv::GCompileArgs compile_args = get<2>(GetParam());
|
|
|
|
initMatrixRandN(CV_8UC3, sz, CV_8UC3, false);
|
|
|
|
cv::cvtColor(in_mat1, out_mat_ocv, cv::COLOR_YUV2BGR);
|
|
|
|
cv::GMat in;
|
|
auto out = cv::gapi::YUV2BGR(in);
|
|
cv::GComputation c(in, out);
|
|
|
|
// Warm-up graph engine:
|
|
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
|
|
|
|
TEST_CYCLE()
|
|
{
|
|
c.apply(in_mat1, out_mat_gapi);
|
|
}
|
|
|
|
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
|
|
EXPECT_EQ(out_mat_gapi.size(), sz);
|
|
|
|
SANITY_CHECK_NOTHING();
|
|
}
|
|
|
|
PERF_TEST_P_(BayerGR2RGBPerfTest, TestPerformance)
|
|
{
|
|
compare_f cmpF = get<0>(GetParam());
|
|
Size sz = get<1>(GetParam());
|
|
cv::GCompileArgs compile_args = get<2>(GetParam());
|
|
|
|
initMatrixRandN(CV_8UC1, sz, CV_8UC3, false);
|
|
|
|
cv::cvtColor(in_mat1, out_mat_ocv, cv::COLOR_BayerGR2RGB);
|
|
|
|
cv::GMat in;
|
|
auto out = cv::gapi::BayerGR2RGB(in);
|
|
cv::GComputation c(in, out);
|
|
|
|
// Warm-up graph engine:
|
|
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
|
|
|
|
TEST_CYCLE()
|
|
{
|
|
c.apply(in_mat1, out_mat_gapi);
|
|
}
|
|
|
|
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
|
|
EXPECT_EQ(out_mat_gapi.size(), sz);
|
|
|
|
SANITY_CHECK_NOTHING();
|
|
}
|
|
|
|
PERF_TEST_P_(RGB2HSVPerfTest, TestPerformance)
|
|
{
|
|
compare_f cmpF = get<0>(GetParam());
|
|
Size sz = get<1>(GetParam());
|
|
cv::GCompileArgs compile_args = get<2>(GetParam());
|
|
|
|
initMatrixRandN(CV_8UC3, sz, CV_8UC3, false);
|
|
cv::cvtColor(in_mat1, in_mat1, cv::COLOR_BGR2RGB);
|
|
|
|
cv::cvtColor(in_mat1, out_mat_ocv, cv::COLOR_RGB2HSV);
|
|
|
|
cv::GMat in;
|
|
auto out = cv::gapi::RGB2HSV(in);
|
|
cv::GComputation c(in, out);
|
|
|
|
// Warm-up graph engine:
|
|
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
|
|
|
|
TEST_CYCLE()
|
|
{
|
|
c.apply(in_mat1, out_mat_gapi);
|
|
}
|
|
|
|
EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
|
|
EXPECT_EQ(out_mat_gapi.size(), sz);
|
|
|
|
SANITY_CHECK_NOTHING();
|
|
}
|
|
|
|
PERF_TEST_P_(RGB2YUV422PerfTest, TestPerformance)
|
|
{
|
|
compare_f cmpF = get<0>(GetParam());
|
|
Size sz = get<1>(GetParam());
|
|
cv::GCompileArgs compile_args = get<2>(GetParam());
|
|
|
|
initMatrixRandN(CV_8UC3, sz, CV_8UC2, false);
|
|
cv::cvtColor(in_mat1, in_mat1, cv::COLOR_BGR2RGB);
|
|
|
|
convertRGB2YUV422Ref(in_mat1, out_mat_ocv);
|
|
|
|
cv::GMat in;
|
|
auto out = cv::gapi::RGB2YUV422(in);
|
|
cv::GComputation c(in, out);
|
|
|
|
// Warm-up graph engine:
|
|
c.apply(in_mat1, out_mat_gapi, std::move(compile_args));
|
|
|
|
TEST_CYCLE()
|
|
{
|
|
c.apply(in_mat1, out_mat_gapi);
|
|
}
|
|
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EXPECT_TRUE(cmpF(out_mat_gapi, out_mat_ocv));
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EXPECT_EQ(out_mat_gapi.size(), sz);
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SANITY_CHECK_NOTHING();
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}
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//------------------------------------------------------------------------------
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}
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#endif //OPENCV_GAPI_IMGPROC_PERF_TESTS_INL_HPP
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