inference-engine/thirdparty/fluid/modules/gapi/perf/cpu/gapi_imgproc_perf_tests_fluid.cpp

   1 // This file is part of OpenCV project.
   2 // It is subject to the license terms in the LICENSE file found in the top-level directory
   3 // of this distribution and at http://opencv.org/license.html.
   4 //
   5 // Copyright (C) 2018-2019 Intel Corporation
   6
   7
   8 #include "../perf_precomp.hpp"
   9 #include "../common/gapi_imgproc_perf_tests.hpp"
  10
  11 #define IMGPROC_FLUID cv::gapi::imgproc::fluid::kernels()
  12
  13 namespace opencv_test
  14 {
  15
  16 INSTANTIATE_TEST_CASE_P(SepFilterPerfTestFluid_8U, SepFilterPerfTest,
  17     Combine(Values(ToleranceFilter(1e-4f, 0.01).to_compare_f()),
  18             Values(CV_8UC1, CV_8UC3),
  19             Values(3),
  20             Values(szVGA, sz720p, sz1080p),
  21             Values(-1, CV_16S, CV_32F),
  22             Values(cv::compile_args(IMGPROC_FLUID))));
  23
  24 INSTANTIATE_TEST_CASE_P(SepFilterPerfTestFluid_other, SepFilterPerfTest,
  25     Combine(Values(ToleranceFilter(1e-4f, 0.01).to_compare_f()),
  26             Values(CV_16UC1, CV_16SC1, CV_32FC1),
  27             Values(3),
  28             Values(szVGA, sz720p, sz1080p),
  29             Values(-1, CV_32F),
  30             Values(cv::compile_args(IMGPROC_FLUID))));
  31
  32 INSTANTIATE_TEST_CASE_P(Filter2DPerfTestFluid, Filter2DPerfTest,
  33     Combine(Values(ToleranceFilter(1e-4f, 0.01).to_compare_f()),
  34             Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
  35             Values(3),                                     // add 4, 5, 7 when kernel is ready
  36             Values(szVGA, sz720p, sz1080p),
  37             Values(cv::BORDER_DEFAULT),
  38             Values(-1, CV_32F),
  39             Values(cv::compile_args(IMGPROC_FLUID))));
  40
  41 INSTANTIATE_TEST_CASE_P(BoxFilterPerfTestFluid, BoxFilterPerfTest,
  42     Combine(Values(ToleranceFilter(1e-4f, 0.01).to_compare_f()),
  43             Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
  44             Values(3),                                     // add size=5, when kernel is ready
  45             Values(szVGA, sz720p, sz1080p),
  46             Values(cv::BORDER_DEFAULT),
  47             Values(-1, CV_32F),
  48             Values(cv::compile_args(IMGPROC_FLUID))));
  49
  50 INSTANTIATE_TEST_CASE_P(BlurPerfTestFluid, BlurPerfTest,
  51     Combine(Values(ToleranceFilter(1e-4f, 0.01).to_compare_f()),
  52             Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
  53             Values(3),                                     // add size=5, when kernel is ready
  54             Values(szVGA, sz720p, sz1080p),
  55             Values(cv::BORDER_DEFAULT),
  56             Values(cv::compile_args(IMGPROC_FLUID))));
  57
  58 INSTANTIATE_TEST_CASE_P(GaussianBlurPerfTestFluid, GaussianBlurPerfTest,
  59     Combine(Values(ToleranceFilter(1e-3f, 0.01).to_compare_f()),
  60             Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
  61             Values(3),                                     // add size=5, when kernel is ready
  62             Values(szVGA, sz720p, sz1080p),
  63             Values(cv::compile_args(IMGPROC_FLUID))));
  64
  65 INSTANTIATE_TEST_CASE_P(MedianBlurPerfTestFluid, MedianBlurPerfTest,
  66     Combine(Values(AbsExact().to_compare_f()),
  67             Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
  68             Values(3),                                     // add size=5, when kernel is ready
  69             Values(szVGA, sz720p, sz1080p),
  70             Values(cv::compile_args(IMGPROC_FLUID))));
  71
  72 INSTANTIATE_TEST_CASE_P(ErodePerfTestFluid, ErodePerfTest,
  73     Combine(Values(AbsExact().to_compare_f()),
  74             Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
  75             Values(3),                                     // add size=5, when kernel is ready
  76             Values(szVGA, sz720p, sz1080p),
  77             Values(cv::MorphShapes::MORPH_RECT,
  78                    cv::MorphShapes::MORPH_CROSS,
  79                    cv::MorphShapes::MORPH_ELLIPSE),
  80             Values(cv::compile_args(IMGPROC_FLUID))));
  81
  82 // GAPI/fluid does not support iterations parameter for the Erode kernel
  83 INSTANTIATE_TEST_CASE_P(DISABLED_Erode3x3PerfTestFluid, Erode3x3PerfTest,
  84     Combine(Values(AbsExact().to_compare_f()),
  85             Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
  86             Values(szVGA, sz720p, sz1080p),
  87             Values(1, 2, 4),
  88             Values(cv::compile_args(IMGPROC_FLUID))));
  89
  90 INSTANTIATE_TEST_CASE_P(DilatePerfTestFluid, DilatePerfTest,
  91     Combine(Values(AbsExact().to_compare_f()),
  92             Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
  93             Values(3),                                     // add size=5, when kernel is ready
  94             Values(szVGA, sz720p, sz1080p),
  95             Values(cv::MorphShapes::MORPH_RECT,
  96                    cv::MorphShapes::MORPH_CROSS,
  97                    cv::MorphShapes::MORPH_ELLIPSE),
  98             Values(cv::compile_args(IMGPROC_FLUID))));
  99
 100 // GAPI/fluid does not support iterations parameter for the Dilate kernel
 101 INSTANTIATE_TEST_CASE_P(DISABLED_Dilate3x3PerfTestFluid, Dilate3x3PerfTest,
 102     Combine(Values(AbsExact().to_compare_f()),
 103             Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1, CV_32FC1),
 104             Values(szVGA, sz720p, sz1080p),
 105             Values(1, 2, 4),
 106             Values(cv::compile_args(IMGPROC_FLUID))));
 107
 108 INSTANTIATE_TEST_CASE_P(SobelPerfTestFluid, SobelPerfTest,
 109     Combine(Values(AbsExact().to_compare_f()),
 110             Values(CV_8UC1, CV_8UC3, CV_16UC1, CV_16SC1),
 111             Values(3),                                     // add 5x5 once supported
 112             Values(szVGA, sz720p, sz1080p),
 113             Values(-1, CV_16S, CV_32F),
 114             Values(0, 1),
 115             Values(1, 2),
 116             Values(cv::compile_args(IMGPROC_FLUID))));
 117
 118 INSTANTIATE_TEST_CASE_P(SobelPerfTestFluid32F, SobelPerfTest,
 119     Combine(Values(ToleranceFilter(1e-3f, 0.0).to_compare_f()),
 120             Values(CV_32FC1),
 121             Values(3),                                     // add 5x5 once supported
 122             Values(szVGA, sz720p, sz1080p),
 123             Values(CV_32F),
 124             Values(0, 1),
 125             Values(1, 2),
 126             Values(cv::compile_args(IMGPROC_FLUID))));
 127
 128 INSTANTIATE_TEST_CASE_P(RGB2GrayPerfTestFluid, RGB2GrayPerfTest,
 129     Combine(Values(ToleranceColor(1e-3).to_compare_f()),
 130             Values(szVGA, sz720p, sz1080p),
 131             Values(cv::compile_args(IMGPROC_FLUID))));
 132
 133 INSTANTIATE_TEST_CASE_P(BGR2GrayPerfTestFluid, BGR2GrayPerfTest,
 134     Combine(Values(ToleranceColor(1e-3).to_compare_f()),
 135             Values(szVGA, sz720p, sz1080p),
 136             Values(cv::compile_args(IMGPROC_FLUID))));
 137
 138 INSTANTIATE_TEST_CASE_P(RGB2YUVPerfTestFluid, RGB2YUVPerfTest,
 139     Combine(Values(ToleranceColor(1e-3).to_compare_f()),
 140             Values(szVGA, sz720p, sz1080p),
 141             Values(cv::compile_args(IMGPROC_FLUID))));
 142
 143 INSTANTIATE_TEST_CASE_P(YUV2RGBPerfTestFluid, YUV2RGBPerfTest,
 144     Combine(Values(ToleranceColor(1e-3).to_compare_f()),
 145             Values(szVGA, sz720p, sz1080p),
 146             Values(cv::compile_args(IMGPROC_FLUID))));
 147
 148 INSTANTIATE_TEST_CASE_P(BGR2YUVPerfTestFluid, BGR2YUVPerfTest,
 149     Combine(Values(ToleranceColor(1e-3).to_compare_f()),
 150             Values(szVGA, sz720p, sz1080p),
 151             Values(cv::compile_args(IMGPROC_FLUID))));
 152
 153 INSTANTIATE_TEST_CASE_P(YUV2BGRPerfTestFluid, YUV2BGRPerfTest,
 154     Combine(Values(ToleranceColor(1e-3).to_compare_f()),
 155             Values(szVGA, sz720p, sz1080p),
 156             Values(cv::compile_args(IMGPROC_FLUID))));
 157
 158 INSTANTIATE_TEST_CASE_P(BGR2LUVPerfTestFluid, BGR2LUVPerfTest,
 159     Combine(Values(AbsSimilarPoints(1, 0.05).to_compare_f()),
 160             Values(szVGA, sz720p, sz1080p),
 161             Values(cv::compile_args(IMGPROC_FLUID))));
 162
 163 INSTANTIATE_TEST_CASE_P(RGB2LabPerfTestFluid, RGB2LabPerfTest,
 164     Combine(Values(AbsSimilarPoints(1, 0.05).to_compare_f()),
 165             Values(szVGA, sz720p, sz1080p),
 166             Values(cv::compile_args(IMGPROC_FLUID))));
 167
 168 }