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/*M///////////////////////////////////////////////////////////////////////////////////////
//
// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
//
// By downloading, copying, installing or using the software you agree to this license.
// If you do not agree to this license, do not download, install,
// copy or use the software.
//
//
// License Agreement
// For Open Source Computer Vision Library
//
// Copyright (C) 2000-2008, Intel Corporation, all rights reserved.
// Copyright (C) 2009, Willow Garage Inc., all rights reserved.
// Third party copyrights are property of their respective owners.
//
// Redistribution and use in source and binary forms, with or without modification,
// are permitted provided that the following conditions are met:
//
// * Redistribution's of source code must retain the above copyright notice,
// this list of conditions and the following disclaimer.
//
// * Redistribution's in binary form must reproduce the above copyright notice,
// this list of conditions and the following disclaimer in the documentation
// and/or other materials provided with the distribution.
//
// * The name of the copyright holders may not be used to endorse or promote products
// derived from this software without specific prior written permission.
//
// This software is provided by the copyright holders and contributors "as is" and
// any express or implied warranties, including, but not limited to, the implied
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// indirect, incidental, special, exemplary, or consequential damages
// (including, but not limited to, procurement of substitute goods or services;
// loss of use, data, or profits; or business interruption) however caused
// and on any theory of liability, whether in contract, strict liability,
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//M*/
#include "test_precomp.hpp"
namespace opencv_test {
namespace {
#if defined(HAVE_NVCUVID) || defined(HAVE_NVCUVENC)
struct SetDevice : testing::TestWithParam<cv::cuda::DeviceInfo>
{
cv::cuda::DeviceInfo devInfo;
virtual void SetUp(){
devInfo = GetParam();
cv::cuda::setDevice(devInfo.deviceID());
}
};
PARAM_TEST_CASE(CheckSet, cv::cuda::DeviceInfo, std::string)
{
};
typedef tuple<std::string, int> check_extra_data_params_t;
PARAM_TEST_CASE(CheckExtraData, cv::cuda::DeviceInfo, check_extra_data_params_t)
{
};
PARAM_TEST_CASE(Scaling, cv::cuda::DeviceInfo, std::string, Size2f, Rect2f, Rect2f)
{
};
struct DisplayResolution : testing::TestWithParam<cv::cuda::DeviceInfo>
{
};
PARAM_TEST_CASE(Video, cv::cuda::DeviceInfo, std::string)
{
};
typedef tuple<std::string, bool> color_conversion_params_t;
PARAM_TEST_CASE(ColorConversion, cv::cuda::DeviceInfo, cv::cudacodec::ColorFormat, color_conversion_params_t)
{
};
struct ReconfigureDecoderWithScaling : SetDevice
{
};
PARAM_TEST_CASE(ReconfigureDecoder, cv::cuda::DeviceInfo, int)
{
};
PARAM_TEST_CASE(VideoReadRaw, cv::cuda::DeviceInfo, std::string)
{
};
typedef tuple<std::string, bool> histogram_params_t;
PARAM_TEST_CASE(Histogram, cv::cuda::DeviceInfo, histogram_params_t)
{
};
PARAM_TEST_CASE(CheckKeyFrame, cv::cuda::DeviceInfo, std::string)
{
};
PARAM_TEST_CASE(CheckDecodeSurfaces, cv::cuda::DeviceInfo, std::string)
{
};
PARAM_TEST_CASE(CheckInitParams, cv::cuda::DeviceInfo, std::string, bool, bool, bool)
{
};
struct CheckParams : SetDevice
{
};
struct Seek : SetDevice
{
};
#if defined(HAVE_NVCUVID)
//////////////////////////////////////////////////////
// VideoReader
//==========================================================================
CUDA_TEST_P(CheckSet, Reader)
{
cv::cuda::setDevice(GET_PARAM(0).deviceID());
if (!videoio_registry::hasBackend(CAP_FFMPEG))
throw SkipTestException("FFmpeg backend was not found");
std::string inputFile = std::string(cvtest::TS::ptr()->get_data_path()) + +"../" + GET_PARAM(1);
cv::Ptr<cv::cudacodec::VideoReader> reader = cv::cudacodec::createVideoReader(inputFile);
double unsupportedVal = -1;
ASSERT_FALSE(reader->get(cv::cudacodec::VideoReaderProps::PROP_NOT_SUPPORTED, unsupportedVal));
double rawModeVal = -1;
ASSERT_TRUE(reader->get(cv::cudacodec::VideoReaderProps::PROP_RAW_MODE, rawModeVal));
ASSERT_FALSE(rawModeVal);
ASSERT_TRUE(reader->set(cv::cudacodec::VideoReaderProps::PROP_RAW_MODE,true));
ASSERT_TRUE(reader->get(cv::cudacodec::VideoReaderProps::PROP_RAW_MODE, rawModeVal));
ASSERT_TRUE(rawModeVal);
bool rawPacketsAvailable = false;
while (reader->grab()) {
double nRawPackages = -1;
ASSERT_TRUE(reader->get(cv::cudacodec::VideoReaderProps::PROP_NUMBER_OF_RAW_PACKAGES_SINCE_LAST_GRAB, nRawPackages));
if (nRawPackages > 0) {
rawPacketsAvailable = true;
break;
}
}
ASSERT_TRUE(rawPacketsAvailable);
}
CUDA_TEST_P(CheckExtraData, Reader)
{
// RTSP streaming is only supported by the FFmpeg back end
if (!videoio_registry::hasBackend(CAP_FFMPEG))
throw SkipTestException("FFmpeg backend not found");
cv::cuda::setDevice(GET_PARAM(0).deviceID());
const string path = get<0>(GET_PARAM(1));
const int sz = get<1>(GET_PARAM(1));
std::string inputFile = std::string(cvtest::TS::ptr()->get_data_path()) + "../" + path;
cv::cudacodec::VideoReaderInitParams params;
params.rawMode = true;
cv::Ptr<cv::cudacodec::VideoReader> reader = cv::cudacodec::createVideoReader(inputFile, {}, params);
double extraDataIdx = -1;
ASSERT_TRUE(reader->get(cv::cudacodec::VideoReaderProps::PROP_EXTRA_DATA_INDEX, extraDataIdx));
ASSERT_EQ(extraDataIdx, 1 );
ASSERT_TRUE(reader->grab());
cv::Mat extraData;
const bool newData = reader->retrieve(extraData, static_cast<size_t>(extraDataIdx));
ASSERT_TRUE((newData && sz) || (!newData && !sz));
ASSERT_EQ(extraData.total(), sz);
}
CUDA_TEST_P(CheckKeyFrame, Reader)
{
cv::cuda::setDevice(GET_PARAM(0).deviceID());
// RTSP streaming is only supported by the FFmpeg back end
if (!videoio_registry::hasBackend(CAP_FFMPEG))
throw SkipTestException("FFmpeg backend not found");
const string path = GET_PARAM(1);
std::string inputFile = std::string(cvtest::TS::ptr()->get_data_path()) + "../" + path;
cv::cudacodec::VideoReaderInitParams params;
params.rawMode = true;
cv::Ptr<cv::cudacodec::VideoReader> reader = cv::cudacodec::createVideoReader(inputFile, {}, params);
double rawIdxBase = -1;
ASSERT_TRUE(reader->get(cv::cudacodec::VideoReaderProps::PROP_RAW_PACKAGES_BASE_INDEX, rawIdxBase));
ASSERT_EQ(rawIdxBase, 2);
constexpr int maxNPackagesToCheck = 2;
int nPackages = 0;
while (nPackages < maxNPackagesToCheck) {
ASSERT_TRUE(reader->grab());
double N = -1;
ASSERT_TRUE(reader->get(cv::cudacodec::VideoReaderProps::PROP_NUMBER_OF_RAW_PACKAGES_SINCE_LAST_GRAB,N));
for (int i = static_cast<int>(rawIdxBase); i < static_cast<int>(N + rawIdxBase); i++) {
nPackages++;
double containsKeyFrame = i;
ASSERT_TRUE(reader->get(cv::cudacodec::VideoReaderProps::PROP_LRF_HAS_KEY_FRAME, containsKeyFrame));
ASSERT_TRUE((nPackages == 1 && containsKeyFrame) || (nPackages == 2 && !containsKeyFrame)) << "nPackage: " << i;
if (nPackages >= maxNPackagesToCheck)
break;
}
}
}
void ForceAlignment(Rect& srcRoi, Rect& targetRoi, Size& targetSz) {
targetSz.width = targetSz.width - targetSz.width % 2; targetSz.height = targetSz.height - targetSz.height % 2;
srcRoi.x = srcRoi.x - srcRoi.x % 4; srcRoi.width = srcRoi.width - srcRoi.width % 4;
srcRoi.y = srcRoi.y - srcRoi.y % 2; srcRoi.height = srcRoi.height - srcRoi.height % 2;
targetRoi.x = targetRoi.x - targetRoi.x % 4; targetRoi.width = targetRoi.width - targetRoi.width % 4;
targetRoi.y = targetRoi.y - targetRoi.y % 2; targetRoi.height = targetRoi.height - targetRoi.height % 2;
}
CUDA_TEST_P(Scaling, Reader)
{
cv::cuda::setDevice(GET_PARAM(0).deviceID());
std::string inputFile = std::string(cvtest::TS::ptr()->get_data_path()) + "../" + GET_PARAM(1);
const Size2f targetSzIn = GET_PARAM(2);
const Rect2f srcRoiIn = GET_PARAM(3);
const Rect2f targetRoiIn = GET_PARAM(4);
GpuMat frameOr;
{
cv::Ptr<cv::cudacodec::VideoReader> readerGs = cv::cudacodec::createVideoReader(inputFile);
ASSERT_TRUE(readerGs->set(cudacodec::ColorFormat::GRAY));
ASSERT_TRUE(readerGs->nextFrame(frameOr));
}
cudacodec::VideoReaderInitParams params;
params.targetSz = Size(static_cast<int>(frameOr.cols * targetSzIn.width), static_cast<int>(frameOr.rows * targetSzIn.height));
params.srcRoi = Rect(static_cast<int>(frameOr.cols * srcRoiIn.x), static_cast<int>(frameOr.rows * srcRoiIn.y), static_cast<int>(frameOr.cols * srcRoiIn.width),
static_cast<int>(frameOr.rows * srcRoiIn.height));
params.targetRoi = Rect(static_cast<int>(params.targetSz.width * targetRoiIn.x), static_cast<int>(params.targetSz.height * targetRoiIn.y),
static_cast<int>(params.targetSz.width * targetRoiIn.width), static_cast<int>(params.targetSz.height * targetRoiIn.height));
cv::Ptr<cv::cudacodec::VideoReader> reader = cv::cudacodec::createVideoReader(inputFile, {}, params);
const cudacodec::FormatInfo format = reader->format();
ASSERT_TRUE(format.valid);
ASSERT_TRUE(reader->set(cudacodec::ColorFormat::GRAY));
GpuMat frame;
ASSERT_TRUE(reader->nextFrame(frame));
Size targetSzOut = params.targetSz;
Rect srcRoiOut = params.srcRoi, targetRoiOut = params.targetRoi;
ForceAlignment(srcRoiOut, targetRoiOut, targetSzOut);
ASSERT_TRUE(format.targetSz == targetSzOut && format.srcRoi == srcRoiOut && format.targetRoi == targetRoiOut);
ASSERT_TRUE(frame.size() == targetSzOut);
GpuMat frameGs;
cv::cuda::resize(frameOr(srcRoiOut), frameGs, targetRoiOut.size(), 0, 0, INTER_AREA);
// assert on mean absolute error due to different resize algorithms
const double mae = cv::cuda::norm(frameGs, frame(targetRoiOut), NORM_L1)/frameGs.size().area();
ASSERT_LT(mae, 2.75);
}
CUDA_TEST_P(DisplayResolution, Reader)
{
cv::cuda::setDevice(GetParam().deviceID());
std::string inputFile = std::string(cvtest::TS::ptr()->get_data_path()) + "../cv/video/1920x1080.avi";
const Rect displayArea(0, 0, 1920, 1080);
GpuMat frame;
{
// verify the output frame is the diplay size (1920x1080) and not the coded size (1920x1088)
cv::Ptr<cv::cudacodec::VideoReader> reader = cv::cudacodec::createVideoReader(inputFile);
reader->set(cudacodec::ColorFormat::GRAY);
ASSERT_TRUE(reader->nextFrame(frame));
const cudacodec::FormatInfo format = reader->format();
ASSERT_TRUE(format.displayArea == displayArea);
ASSERT_TRUE(frame.size() == displayArea.size() && frame.size() == format.targetSz);
}
{
// extra check to verify display frame has not been post-processed and is just a cropped version of the coded sized frame
cudacodec::VideoReaderInitParams params;
params.srcRoi = Rect(0, 0, 1920, 1088);
cv::Ptr<cv::cudacodec::VideoReader> readerCodedSz = cv::cudacodec::createVideoReader(inputFile, {}, params);
readerCodedSz->set(cudacodec::ColorFormat::GRAY);
GpuMat frameCodedSz;
ASSERT_TRUE(readerCodedSz->nextFrame(frameCodedSz));
const cudacodec::FormatInfo formatCodedSz = readerCodedSz->format();
const double err = cv::cuda::norm(frame, frameCodedSz(displayArea), NORM_INF);
ASSERT_TRUE(err == 0);
}
}
CUDA_TEST_P(Video, Reader)
{
cv::cuda::setDevice(GET_PARAM(0).deviceID());
const std::string relativeFilePath = GET_PARAM(1);
// CUDA demuxer has to fall back to ffmpeg to process "cv/video/768x576.avi"
if (relativeFilePath == "cv/video/768x576.avi" && !videoio_registry::hasBackend(CAP_FFMPEG))
throw SkipTestException("FFmpeg backend not found - SKIP");
const std::vector<std::pair< cudacodec::ColorFormat, int>> formatsToChannels = {
{cudacodec::ColorFormat::GRAY,1},
{cudacodec::ColorFormat::BGR,3},
{cudacodec::ColorFormat::BGRA,4},
{cudacodec::ColorFormat::NV_NV12,1}
};
std::string inputFile = std::string(cvtest::TS::ptr()->get_data_path()) + "../" + relativeFilePath;
cv::Ptr<cv::cudacodec::VideoReader> reader = cv::cudacodec::createVideoReader(inputFile);
ASSERT_FALSE(reader->set(cudacodec::ColorFormat::RGB));
cv::cudacodec::FormatInfo fmt = reader->format();
cv::cuda::GpuMat frame;
for (int i = 0; i < 10; i++)
{
// request a different colour format for each frame
const std::pair< cudacodec::ColorFormat, int>& formatToChannels = formatsToChannels[i % formatsToChannels.size()];
ASSERT_TRUE(reader->set(formatToChannels.first));
double colorFormat;
ASSERT_TRUE(reader->get(cudacodec::VideoReaderProps::PROP_COLOR_FORMAT, colorFormat) && static_cast<cudacodec::ColorFormat>(colorFormat) == formatToChannels.first);
ASSERT_TRUE(reader->nextFrame(frame));
const int height = formatToChannels.first == cudacodec::ColorFormat::NV_NV12 ? static_cast<int>(1.5 * fmt.height) : fmt.height;
ASSERT_TRUE(frame.cols == fmt.width && frame.rows == height);
ASSERT_FALSE(frame.empty());
ASSERT_TRUE(frame.channels() == formatToChannels.second);
}
}
CUDA_TEST_P(ColorConversion, Reader)
{
cv::cuda::setDevice(GET_PARAM(0).deviceID());
const cv::cudacodec::ColorFormat colorFormat = GET_PARAM(1);
const std::string inputFile = std::string(cvtest::TS::ptr()->get_data_path()) + "../" + get<0>(GET_PARAM(2));
const bool videoFullRangeFlag = get<1>(GET_PARAM(2));
cv::Ptr<cv::cudacodec::VideoReader> reader = cv::cudacodec::createVideoReader(inputFile);
cv::cudacodec::FormatInfo fmt = reader->format();
reader->set(colorFormat);
cv::VideoCapture cap(inputFile);
cv::cuda::GpuMat frame;
Mat frameHost, frameHostGs, frameFromDevice;
for (int i = 0; i < 10; i++)
{
reader->nextFrame(frame);
frame.download(frameFromDevice);
cap.read(frameHost);
fmt = reader->format();
ASSERT_TRUE(fmt.videoFullRangeFlag == videoFullRangeFlag);
if (colorFormat == cv::cudacodec::ColorFormat::BGRA)
cv::cvtColor(frameHost, frameHostGs, COLOR_BGR2BGRA);
else
frameHostGs = frameHost;
EXPECT_MAT_NEAR(frameHostGs, frameFromDevice, 2.0);
}
}
CUDA_TEST_P(ReconfigureDecoderWithScaling, Reader)
{
const std::string inputFile = std::string(cvtest::TS::ptr()->get_data_path()) + "../highgui/video/big_buck_bunny_multi_res.h264";
GpuMat frameOr;
{
cv::Ptr<cv::cudacodec::VideoReader> readerGs = cv::cudacodec::createVideoReader(inputFile);
ASSERT_TRUE(readerGs->nextFrame(frameOr));
}
cv::cudacodec::VideoReaderInitParams params;
const Size2f targetSzNew(0.8f, 0.9f);
const Rect2f srcRoiNew(0.25f, 0.25f, 0.5f, 0.5f);
const Rect2f targetRoiNew(0.2f, 0.3f, 0.6f, 0.7f);
params.targetSz = Size(static_cast<int>(frameOr.cols * targetSzNew.width), static_cast<int>(frameOr.rows * targetSzNew.height));
params.srcRoi = Rect(static_cast<int>(frameOr.cols * srcRoiNew.x), static_cast<int>(frameOr.rows * srcRoiNew.y), static_cast<int>(frameOr.cols * srcRoiNew.width),
static_cast<int>(frameOr.rows * srcRoiNew.height));
params.targetRoi = Rect(static_cast<int>(params.targetSz.width * targetRoiNew.x), static_cast<int>(params.targetSz.height * targetRoiNew.y),
static_cast<int>(params.targetSz.width * targetRoiNew.width), static_cast<int>(params.targetSz.height * targetRoiNew.height));
Size targetSzOut = params.targetSz;
Rect srcRoiOut = params.srcRoi, targetRoiOut = params.targetRoi;
ForceAlignment(srcRoiOut, targetRoiOut, targetSzOut);
GpuMat mask(targetSzOut, CV_8U, Scalar(255));
mask(targetRoiOut).setTo(0);
cv::Ptr<cv::cudacodec::VideoReader> reader = cv::cudacodec::createVideoReader(inputFile, {}, params);
reader->set(cudacodec::ColorFormat::GRAY);
cv::cudacodec::FormatInfo fmt;
cv::cuda::GpuMat frame;
int nFrames = 0;
Size initialSize;
while (reader->nextFrame(frame))
{
ASSERT_TRUE(!frame.empty());
if (nFrames++ == 0)
initialSize = frame.size();
fmt = reader->format();
ASSERT_TRUE(frame.size() == initialSize);
ASSERT_TRUE((frame.size() == targetSzOut) && (fmt.targetSz == targetSzOut) && (fmt.srcRoi == srcRoiOut) && (fmt.targetRoi == targetRoiOut));
// simple check - zero borders, non zero contents
ASSERT_TRUE(!cuda::absSum(frame, mask)[0] && cuda::sum(frame)[0]);
}
ASSERT_TRUE(nFrames == 40);
}
CUDA_TEST_P(ReconfigureDecoder, Reader)
{
const std::string inputFile = std::string(cvtest::TS::ptr()->get_data_path()) + "../highgui/video/big_buck_bunny_multi_res.h264";
cv::cuda::setDevice(GET_PARAM(0).deviceID());
const int minNumDecodeSurfaces = GET_PARAM(1);
cv::cudacodec::VideoReaderInitParams params;
params.minNumDecodeSurfaces = minNumDecodeSurfaces;
cv::Ptr<cv::cudacodec::VideoReader> reader = cv::cudacodec::createVideoReader(inputFile, {}, params);
reader->set(cudacodec::ColorFormat::GRAY);
cv::cudacodec::FormatInfo fmt;
cv::cuda::GpuMat frame, mask;
int nFrames = 0;
Size initialSize, initialCodedSize;
while(reader->nextFrame(frame))
{
ASSERT_TRUE(!frame.empty());
fmt = reader->format();
if (nFrames++ == 0) {
initialSize = frame.size();
initialCodedSize = Size(fmt.ulWidth, fmt.ulHeight);
}
ASSERT_TRUE(frame.size() == initialSize);
ASSERT_TRUE(fmt.srcRoi.empty());
const bool resChanged = (initialCodedSize.width != fmt.ulWidth) || (initialCodedSize.height != fmt.ulHeight);
if (resChanged)
ASSERT_TRUE(fmt.targetRoi.empty());
}
ASSERT_TRUE(nFrames == 40);
}
CUDA_TEST_P(VideoReadRaw, Reader)
{
cv::cuda::setDevice(GET_PARAM(0).deviceID());
// RTSP streaming is only supported by the FFmpeg back end
if (!videoio_registry::hasBackend(CAP_FFMPEG))
throw SkipTestException("FFmpeg backend not found");
std::string inputFile = std::string(cvtest::TS::ptr()->get_data_path()) + "../" + GET_PARAM(1);
const string fileNameOut = tempfile("test_container_stream");
{
std::ofstream file(fileNameOut, std::ios::binary);
ASSERT_TRUE(file.is_open());
cv::cudacodec::VideoReaderInitParams params;
params.rawMode = true;
cv::Ptr<cv::cudacodec::VideoReader> reader = cv::cudacodec::createVideoReader(inputFile, {}, params);
double rawIdxBase = -1;
ASSERT_TRUE(reader->get(cv::cudacodec::VideoReaderProps::PROP_RAW_PACKAGES_BASE_INDEX, rawIdxBase));
ASSERT_EQ(rawIdxBase, 2);
cv::cuda::GpuMat frame;
for (int i = 0; i < 100; i++)
{
ASSERT_TRUE(reader->grab());
ASSERT_TRUE(reader->retrieve(frame));
ASSERT_FALSE(frame.empty());
double N = -1;
ASSERT_TRUE(reader->get(cv::cudacodec::VideoReaderProps::PROP_NUMBER_OF_RAW_PACKAGES_SINCE_LAST_GRAB,N));
ASSERT_TRUE(N >= 0) << N << " < 0";
for (int j = static_cast<int>(rawIdxBase); j <= static_cast<int>(N + rawIdxBase); j++) {
Mat rawPackets;
reader->retrieve(rawPackets, j);
file.write((char*)rawPackets.data, rawPackets.total());
}
}
}
std::cout << "Checking written video stream: " << fileNameOut << std::endl;
{
cv::Ptr<cv::cudacodec::VideoReader> readerReference = cv::cudacodec::createVideoReader(inputFile);
cv::cudacodec::VideoReaderInitParams params;
params.rawMode = true;
cv::Ptr<cv::cudacodec::VideoReader> readerActual = cv::cudacodec::createVideoReader(fileNameOut, {}, params);
double decodedFrameIdx = -1;
ASSERT_TRUE(readerActual->get(cv::cudacodec::VideoReaderProps::PROP_DECODED_FRAME_IDX, decodedFrameIdx));
ASSERT_EQ(decodedFrameIdx, 0);
cv::cuda::GpuMat reference, actual;
cv::Mat referenceHost, actualHost;
for (int i = 0; i < 100; i++)
{
ASSERT_TRUE(readerReference->nextFrame(reference));
ASSERT_TRUE(readerActual->grab());
ASSERT_TRUE(readerActual->retrieve(actual, static_cast<size_t>(decodedFrameIdx)));
actual.download(actualHost);
reference.download(referenceHost);
ASSERT_TRUE(cvtest::norm(actualHost, referenceHost, NORM_INF) == 0);
}
}
ASSERT_EQ(0, remove(fileNameOut.c_str()));
}
CUDA_TEST_P(Histogram, Reader)
{
cuda::setDevice(GET_PARAM(0).deviceID());
const std::string inputFile = std::string(cvtest::TS::ptr()->get_data_path()) + "../" + get<0>(GET_PARAM(1));
const bool histAvailable = get<1>(GET_PARAM(1));
cudacodec::VideoReaderInitParams params;
params.enableHistogram = histAvailable;
Ptr<cudacodec::VideoReader> reader;
try {
reader = cudacodec::createVideoReader(inputFile, {}, params);
}
catch (const cv::Exception& e) {
throw SkipTestException(e.msg);
}
const cudacodec::FormatInfo fmt = reader->format();
ASSERT_EQ(histAvailable, fmt.enableHistogram);
reader->set(cudacodec::ColorFormat::GRAY);
GpuMat frame, hist;
reader->nextFrame(frame, hist);
if (histAvailable) {
ASSERT_TRUE(!hist.empty());
Mat frameHost, histGsHostFloat, histGs, histHost;
frame.download(frameHost);
const int histSize = 256;
const float range[] = { 0, 256 };
const float* histRange[] = { range };
cv::calcHist(&frameHost, 1, 0, Mat(), histGsHostFloat, 1, &histSize, histRange);
histGsHostFloat.convertTo(histGs, CV_32S);
if (fmt.videoFullRangeFlag)
hist.download(histHost);
else
cudacodec::MapHist(hist, histHost);
const double err = cv::norm(histGs.t(), histHost, NORM_INF);
ASSERT_EQ(err, 0);
}
else {
ASSERT_TRUE(hist.empty());
}
}
CUDA_TEST_P(CheckParams, Reader)
{
std::string inputFile = std::string(cvtest::TS::ptr()->get_data_path()) + "../highgui/video/big_buck_bunny.mp4";
{
cv::Ptr<cv::cudacodec::VideoReader> reader = cv::cudacodec::createVideoReader(inputFile);
double msActual = -1;
ASSERT_FALSE(reader->get(cv::VideoCaptureProperties::CAP_PROP_OPEN_TIMEOUT_MSEC, msActual));
}
{
constexpr int msReference = 3333;
cv::Ptr<cv::cudacodec::VideoReader> reader = cv::cudacodec::createVideoReader(inputFile, {
cv::VideoCaptureProperties::CAP_PROP_OPEN_TIMEOUT_MSEC, msReference });
double msActual = -1;
ASSERT_TRUE(reader->get(cv::VideoCaptureProperties::CAP_PROP_OPEN_TIMEOUT_MSEC, msActual));
ASSERT_EQ(msActual, msReference);
}
}
CUDA_TEST_P(CheckParams, CaptureProps)
{
std::string inputFile = std::string(cvtest::TS::ptr()->get_data_path()) + "../highgui/video/big_buck_bunny.mp4";
cv::Ptr<cv::cudacodec::VideoReader> reader = cv::cudacodec::createVideoReader(inputFile);
double width, height, fps, iFrame;
ASSERT_TRUE(reader->get(cv::VideoCaptureProperties::CAP_PROP_FRAME_WIDTH, width));
ASSERT_EQ(672, width);
ASSERT_TRUE(reader->get(cv::VideoCaptureProperties::CAP_PROP_FRAME_HEIGHT, height));
ASSERT_EQ(384, height);
ASSERT_TRUE(reader->get(cv::VideoCaptureProperties::CAP_PROP_FPS, fps));
ASSERT_EQ(24, fps);
ASSERT_TRUE(reader->grab());
ASSERT_TRUE(reader->get(cv::VideoCaptureProperties::CAP_PROP_POS_FRAMES, iFrame));
ASSERT_EQ(iFrame, 1.);
}
CUDA_TEST_P(CheckDecodeSurfaces, Reader)
{
cv::cuda::setDevice(GET_PARAM(0).deviceID());
const std::string inputFile = std::string(cvtest::TS::ptr()->get_data_path()) + "../" + GET_PARAM(1);
int ulNumDecodeSurfaces = 0;
{
cv::Ptr<cv::cudacodec::VideoReader> reader = cv::cudacodec::createVideoReader(inputFile);
cv::cudacodec::FormatInfo fmt = reader->format();
ulNumDecodeSurfaces = fmt.ulNumDecodeSurfaces;
}
{
cv::cudacodec::VideoReaderInitParams params;
params.minNumDecodeSurfaces = ulNumDecodeSurfaces - 1;
cv::Ptr<cv::cudacodec::VideoReader> reader = cv::cudacodec::createVideoReader(inputFile, {}, params);
cv::cudacodec::FormatInfo fmt = reader->format();
ASSERT_TRUE(fmt.ulNumDecodeSurfaces == ulNumDecodeSurfaces);
for (int i = 0; i < 100; i++) ASSERT_TRUE(reader->grab());
}
{
cv::cudacodec::VideoReaderInitParams params;
params.minNumDecodeSurfaces = ulNumDecodeSurfaces + 1;
cv::Ptr<cv::cudacodec::VideoReader> reader = cv::cudacodec::createVideoReader(inputFile, {}, params);
cv::cudacodec::FormatInfo fmt = reader->format();
ASSERT_TRUE(fmt.ulNumDecodeSurfaces == ulNumDecodeSurfaces + 1);
for (int i = 0; i < 100; i++) ASSERT_TRUE(reader->grab());
}
}
CUDA_TEST_P(CheckInitParams, Reader)
{
cv::cuda::setDevice(GET_PARAM(0).deviceID());
const std::string inputFile = std::string(cvtest::TS::ptr()->get_data_path()) + "../" + GET_PARAM(1);
cv::cudacodec::VideoReaderInitParams params;
params.udpSource = GET_PARAM(2);
params.allowFrameDrop = GET_PARAM(3);
params.rawMode = GET_PARAM(4);
double udpSource = 0, allowFrameDrop = 0, rawMode = 0;
cv::Ptr<cv::cudacodec::VideoReader> reader = cv::cudacodec::createVideoReader(inputFile, {}, params);
ASSERT_TRUE(reader->get(cv::cudacodec::VideoReaderProps::PROP_UDP_SOURCE, udpSource) && static_cast<bool>(udpSource) == params.udpSource);
ASSERT_TRUE(reader->get(cv::cudacodec::VideoReaderProps::PROP_ALLOW_FRAME_DROP, allowFrameDrop) && static_cast<bool>(allowFrameDrop) == params.allowFrameDrop);
ASSERT_TRUE(reader->get(cv::cudacodec::VideoReaderProps::PROP_RAW_MODE, rawMode) && static_cast<bool>(rawMode) == params.rawMode);
}
CUDA_TEST_P(Seek, Reader)
{
std::string inputFile = std::string(cvtest::TS::ptr()->get_data_path()) + "../highgui/video/big_buck_bunny.mp4";
// seek to a non key frame
const int firstFrameIdx = 18;
GpuMat frameGs;
{
cv::Ptr<cv::cudacodec::VideoReader> readerGs = cv::cudacodec::createVideoReader(inputFile);
ASSERT_TRUE(readerGs->set(cudacodec::ColorFormat::GRAY));
for (int i = 0; i <= firstFrameIdx; i++)
ASSERT_TRUE(readerGs->nextFrame(frameGs));
}
cudacodec::VideoReaderInitParams params;
params.firstFrameIdx = firstFrameIdx;
cv::Ptr<cv::cudacodec::VideoReader> reader = cv::cudacodec::createVideoReader(inputFile, {}, params);
double iFrame = 0.;
ASSERT_TRUE(reader->get(cv::VideoCaptureProperties::CAP_PROP_POS_FRAMES, iFrame));
ASSERT_EQ(iFrame, static_cast<double>(firstFrameIdx));
ASSERT_TRUE(reader->set(cudacodec::ColorFormat::GRAY));
GpuMat frame;
ASSERT_TRUE(reader->nextFrame(frame));
ASSERT_EQ(cuda::norm(frameGs, frame, NORM_INF), 0.0);
ASSERT_TRUE(reader->get(cv::VideoCaptureProperties::CAP_PROP_POS_FRAMES, iFrame));
ASSERT_EQ(iFrame, static_cast<double>(firstFrameIdx+1));
}
#endif // HAVE_NVCUVID
#if defined(HAVE_NVCUVID) && defined(HAVE_NVCUVENC)
struct TransCode : testing::TestWithParam<cv::cuda::DeviceInfo>
{
cv::cuda::DeviceInfo devInfo;
virtual void SetUp()
{
devInfo = GetParam();
cv::cuda::setDevice(devInfo.deviceID());
}
};
CUDA_TEST_P(TransCode, H264ToH265)
{
const std::string inputFile = std::string(cvtest::TS::ptr()->get_data_path()) + "../highgui/video/big_buck_bunny.h264";
constexpr cv::cudacodec::ColorFormat colorFormat = cv::cudacodec::ColorFormat::NV_NV12;
constexpr double fps = 25;
const cudacodec::Codec codec = cudacodec::Codec::HEVC;
const std::string ext = ".mp4";
const std::string outputFile = cv::tempfile(ext.c_str());
constexpr int nFrames = 5;
Size frameSz;
{
cv::Ptr<cv::cudacodec::VideoReader> reader = cv::cudacodec::createVideoReader(inputFile);
cv::cudacodec::FormatInfo fmt = reader->format();
reader->set(cudacodec::ColorFormat::NV_NV12);
cv::Ptr<cv::cudacodec::VideoWriter> writer;
cv::cuda::GpuMat frame;
cv::cuda::Stream stream;
for (int i = 0; i < nFrames; ++i) {
ASSERT_TRUE(reader->nextFrame(frame, stream));
ASSERT_FALSE(frame.empty());
Mat tst; frame.download(tst);
if (writer.empty()) {
frameSz = Size(fmt.width, fmt.height);
writer = cv::cudacodec::createVideoWriter(outputFile, frameSz, codec, fps, colorFormat, 0, stream);
}
writer->write(frame);
}
}
{
cv::VideoCapture cap(outputFile);
ASSERT_TRUE(cap.isOpened());
const int width = static_cast<int>(cap.get(CAP_PROP_FRAME_WIDTH));
const int height = static_cast<int>(cap.get(CAP_PROP_FRAME_HEIGHT));
ASSERT_EQ(frameSz, Size(width, height));
ASSERT_EQ(fps, cap.get(CAP_PROP_FPS));
Mat frame;
for (int i = 0; i < nFrames; ++i) {
cap >> frame;
ASSERT_FALSE(frame.empty());
}
}
ASSERT_EQ(0, remove(outputFile.c_str()));
}
INSTANTIATE_TEST_CASE_P(CUDA_Codec, TransCode, ALL_DEVICES);
#endif
#if defined(HAVE_NVCUVENC)
//////////////////////////////////////////////////////
// VideoWriter
//==========================================================================
void CvtColor(const Mat& in, Mat& out, const cudacodec::ColorFormat surfaceFormatCv) {
switch (surfaceFormatCv) {
case(cudacodec::ColorFormat::RGB):
return cv::cvtColor(in, out, COLOR_BGR2RGB);
case(cudacodec::ColorFormat::BGRA):
return cv::cvtColor(in, out, COLOR_BGR2BGRA);
case(cudacodec::ColorFormat::RGBA):
return cv::cvtColor(in, out, COLOR_BGR2RGBA);
case(cudacodec::ColorFormat::GRAY):
return cv::cvtColor(in, out, COLOR_BGR2GRAY);
default:
in.copyTo(out);
}
}
PARAM_TEST_CASE(Write, cv::cuda::DeviceInfo, bool, cv::cudacodec::Codec, double, cv::cudacodec::ColorFormat)
{
};
CUDA_TEST_P(Write, Writer)
{
cv::cuda::setDevice(GET_PARAM(0).deviceID());
const std::string inputFile = std::string(cvtest::TS::ptr()->get_data_path()) + "../highgui/video/big_buck_bunny.mp4";
const bool deviceSrc = GET_PARAM(1);
const cudacodec::Codec codec = GET_PARAM(2);
const double fps = GET_PARAM(3);
const cv::cudacodec::ColorFormat colorFormat = GET_PARAM(4);
const std::string ext = ".mp4";
const std::string outputFile = cv::tempfile(ext.c_str());
constexpr int nFrames = 5;
Size frameSz;
{
cv::VideoCapture cap(inputFile);
ASSERT_TRUE(cap.isOpened());
cv::Ptr<cv::cudacodec::VideoWriter> writer;
cv::Mat frame, frameNewSf;
cv::cuda::GpuMat dFrame;
cv::cuda::Stream stream;
for (int i = 0; i < nFrames; ++i) {
cap >> frame;
ASSERT_FALSE(frame.empty());
if (writer.empty()) {
frameSz = frame.size();
writer = cv::cudacodec::createVideoWriter(outputFile, frameSz, codec, fps, colorFormat, 0, stream);
}
CvtColor(frame, frameNewSf, colorFormat);
if (deviceSrc) {
dFrame.upload(frameNewSf);
writer->write(dFrame);
}
else
writer->write(frameNewSf);
}
}
{
cv::VideoCapture cap(outputFile);
ASSERT_TRUE(cap.isOpened());
const int width = static_cast<int>(cap.get(CAP_PROP_FRAME_WIDTH));
const int height = static_cast<int>(cap.get(CAP_PROP_FRAME_HEIGHT));
ASSERT_EQ(frameSz, Size(width, height));
ASSERT_EQ(fps, cap.get(CAP_PROP_FPS));
Mat frame;
for (int i = 0; i < nFrames; ++i) {
cap >> frame;
ASSERT_FALSE(frame.empty());
}
}
ASSERT_EQ(0, remove(outputFile.c_str()));
}
#define DEVICE_SRC true, false
#define FPS 10, 29
#define CODEC cv::cudacodec::Codec::H264, cv::cudacodec::Codec::HEVC
#define COLOR_FORMAT cv::cudacodec::ColorFormat::BGR, cv::cudacodec::ColorFormat::RGB, cv::cudacodec::ColorFormat::BGRA, \
cv::cudacodec::ColorFormat::RGBA, cv::cudacodec::ColorFormat::GRAY
INSTANTIATE_TEST_CASE_P(CUDA_Codec, Write, testing::Combine(ALL_DEVICES, testing::Values(DEVICE_SRC), testing::Values(CODEC), testing::Values(FPS),
testing::Values(COLOR_FORMAT)));
PARAM_TEST_CASE(EncoderParams, cv::cuda::DeviceInfo, int)
{
cv::cuda::DeviceInfo devInfo;
cv::cudacodec::EncoderParams params;
virtual void SetUp()
{
devInfo = GET_PARAM(0);
cv::cuda::setDevice(devInfo.deviceID());
// Fixed params for CBR test
params.tuningInfo = cv::cudacodec::EncodeTuningInfo::ENC_TUNING_INFO_HIGH_QUALITY;
params.encodingProfile = cv::cudacodec::EncodeProfile::ENC_H264_PROFILE_MAIN;
params.rateControlMode = cv::cudacodec::EncodeParamsRcMode::ENC_PARAMS_RC_CBR;
params.multiPassEncoding = cv::cudacodec::EncodeMultiPass::ENC_TWO_PASS_FULL_RESOLUTION;
params.averageBitRate = 1000000;
params.maxBitRate = 0;
params.targetQuality = 0;
params.gopLength = 5;
params.idrPeriod = GET_PARAM(1);
}
};
CUDA_TEST_P(EncoderParams, Writer)
{
const std::string inputFile = std::string(cvtest::TS::ptr()->get_data_path()) + "../highgui/video/big_buck_bunny.mp4";
constexpr double fps = 25.0;
constexpr cudacodec::Codec codec = cudacodec::Codec::H264;
const std::string ext = ".mp4";
const std::string outputFile = cv::tempfile(ext.c_str());
Size frameSz;
const int nFrames = max(params.gopLength, params.idrPeriod) + 1;
{
cv::VideoCapture reader(inputFile);
ASSERT_TRUE(reader.isOpened());
const cv::cudacodec::ColorFormat colorFormat = cv::cudacodec::ColorFormat::BGR;
cv::Ptr<cv::cudacodec::VideoWriter> writer;
cv::Mat frame;
cv::cuda::GpuMat dFrame;
cv::cuda::Stream stream;
for (int i = 0; i < nFrames; ++i) {
reader >> frame;
ASSERT_FALSE(frame.empty());
dFrame.upload(frame);
if (writer.empty()) {
frameSz = frame.size();
writer = cv::cudacodec::createVideoWriter(outputFile, frameSz, codec, fps, colorFormat, params, 0, stream);
cv::cudacodec::EncoderParams paramsOut = writer->getEncoderParams();
ASSERT_EQ(params, paramsOut);
}
writer->write(dFrame);
}
}
{
cv::VideoCapture cap(outputFile);
ASSERT_TRUE(cap.isOpened());
const int width = static_cast<int>(cap.get(CAP_PROP_FRAME_WIDTH));
const int height = static_cast<int>(cap.get(CAP_PROP_FRAME_HEIGHT));
ASSERT_EQ(frameSz, Size(width, height));
ASSERT_EQ(fps, cap.get(CAP_PROP_FPS));
const bool checkFrameType = videoio_registry::hasBackend(CAP_FFMPEG);
VideoCapture capRaw;
int idrPeriod = 0;
if (checkFrameType) {
capRaw.open(outputFile, CAP_FFMPEG, { CAP_PROP_FORMAT, -1 });
ASSERT_TRUE(capRaw.isOpened());
idrPeriod = params.idrPeriod == 0 ? params.gopLength : params.idrPeriod;
}
const double frameTypeIAsciiCode = 73.0; // see CAP_PROP_FRAME_TYPE
Mat frame, frameRaw;
for (int i = 0; i < nFrames; ++i) {
cap >> frame;
ASSERT_FALSE(frame.empty());
if (checkFrameType) {
capRaw >> frameRaw;
ASSERT_FALSE(frameRaw.empty());
const bool intraFrameReference = cap.get(CAP_PROP_FRAME_TYPE) == frameTypeIAsciiCode;
const bool intraFrameActual = i % params.gopLength == 0;
ASSERT_EQ(intraFrameActual, intraFrameReference);
const bool keyFrameActual = capRaw.get(CAP_PROP_LRF_HAS_KEY_FRAME) == 1.0;
const bool keyFrameReference = i % idrPeriod == 0;
ASSERT_EQ(keyFrameActual, keyFrameReference);
}
}
}
ASSERT_EQ(0, remove(outputFile.c_str()));
}
#define IDR_PERIOD testing::Values(5,10)
INSTANTIATE_TEST_CASE_P(CUDA_Codec, EncoderParams, testing::Combine(ALL_DEVICES, IDR_PERIOD));
#endif // HAVE_NVCUVENC
INSTANTIATE_TEST_CASE_P(CUDA_Codec, CheckSet, testing::Combine(
ALL_DEVICES,
testing::Values("highgui/video/big_buck_bunny.mp4")));
#define VIDEO_SRC_SCALING "highgui/video/big_buck_bunny.mp4"
#define TARGET_SZ Size2f(1,1), Size2f(0.8f,0.9f), Size2f(2.3f,1.8f)
#define SRC_ROI Rect2f(0,0,1,1), Rect2f(0.25f,0.25f,0.5f,0.5f)
#define TARGET_ROI Rect2f(0,0,1,1), Rect2f(0.2f,0.3f,0.6f,0.7f)
INSTANTIATE_TEST_CASE_P(CUDA_Codec, Scaling, testing::Combine(
ALL_DEVICES, testing::Values(VIDEO_SRC_SCALING), testing::Values(TARGET_SZ), testing::Values(SRC_ROI), testing::Values(TARGET_ROI)));
INSTANTIATE_TEST_CASE_P(CUDA_Codec, DisplayResolution, ALL_DEVICES);
#define VIDEO_SRC_R testing::Values("highgui/video/big_buck_bunny.mp4", "cv/video/768x576.avi", "cv/video/1920x1080.avi", "highgui/video/big_buck_bunny.avi", \
"highgui/video/big_buck_bunny.h264", "highgui/video/big_buck_bunny.h265", "highgui/video/big_buck_bunny.mpg", \
"highgui/video/sample_322x242_15frames.yuv420p.libvpx-vp9.mp4")
//, "highgui/video/sample_322x242_15frames.yuv420p.libaom-av1.mp4", \
"cv/tracking/faceocc2/data/faceocc2.webm", "highgui/video/sample_322x242_15frames.yuv420p.mpeg2video.mp4", "highgui/video/sample_322x242_15frames.yuv420p.mjpeg.mp4")
INSTANTIATE_TEST_CASE_P(CUDA_Codec, Video, testing::Combine(ALL_DEVICES,VIDEO_SRC_R));
const color_conversion_params_t color_conversion_params[] =
{
color_conversion_params_t("highgui/video/big_buck_bunny.h264", false),
color_conversion_params_t("highgui/video/big_buck_bunny_full_color_range.h264", true),
};
#define VIDEO_COLOR_OUTPUTS cv::cudacodec::ColorFormat::BGRA, cv::cudacodec::ColorFormat::BGRA
INSTANTIATE_TEST_CASE_P(CUDA_Codec, ColorConversion, testing::Combine(
ALL_DEVICES,
testing::Values(VIDEO_COLOR_OUTPUTS),
testing::ValuesIn(color_conversion_params)));
INSTANTIATE_TEST_CASE_P(CUDA_Codec, ReconfigureDecoderWithScaling, ALL_DEVICES);
#define N_DECODE_SURFACES testing::Values(0, 10)
INSTANTIATE_TEST_CASE_P(CUDA_Codec, ReconfigureDecoder, testing::Combine(ALL_DEVICES, N_DECODE_SURFACES));
#define VIDEO_SRC_RW "highgui/video/big_buck_bunny.h264", "highgui/video/big_buck_bunny.h265"
INSTANTIATE_TEST_CASE_P(CUDA_Codec, VideoReadRaw, testing::Combine(
ALL_DEVICES,
testing::Values(VIDEO_SRC_RW)));
const histogram_params_t histogram_params[] =
{
histogram_params_t("highgui/video/big_buck_bunny.mp4", false),
histogram_params_t("highgui/video/big_buck_bunny.h264", true),
histogram_params_t("highgui/video/big_buck_bunny_full_color_range.h264", true),
};
INSTANTIATE_TEST_CASE_P(CUDA_Codec, Histogram, testing::Combine(ALL_DEVICES,testing::ValuesIn(histogram_params)));
const check_extra_data_params_t check_extra_data_params[] =
{
check_extra_data_params_t("highgui/video/big_buck_bunny.mp4", 45),
check_extra_data_params_t("highgui/video/big_buck_bunny.mov", 45),
check_extra_data_params_t("highgui/video/big_buck_bunny.mjpg.avi", 0)
};
INSTANTIATE_TEST_CASE_P(CUDA_Codec, CheckExtraData, testing::Combine(
ALL_DEVICES,
testing::ValuesIn(check_extra_data_params)));
#define VIDEO_SRC_KEY "highgui/video/big_buck_bunny.mp4", "cv/video/768x576.avi", "cv/video/1920x1080.avi", "highgui/video/big_buck_bunny.avi", \
"highgui/video/big_buck_bunny.h264", "highgui/video/big_buck_bunny.h265", "highgui/video/big_buck_bunny.mpg"
INSTANTIATE_TEST_CASE_P(CUDA_Codec, CheckKeyFrame, testing::Combine(
ALL_DEVICES,
testing::Values(VIDEO_SRC_KEY)));
INSTANTIATE_TEST_CASE_P(CUDA_Codec, CheckParams, ALL_DEVICES);
INSTANTIATE_TEST_CASE_P(CUDA_Codec, CheckDecodeSurfaces, testing::Combine(
ALL_DEVICES,
testing::Values("highgui/video/big_buck_bunny.mp4")));
INSTANTIATE_TEST_CASE_P(CUDA_Codec, CheckInitParams, testing::Combine(
ALL_DEVICES,
testing::Values("highgui/video/big_buck_bunny.mp4"),
testing::Values(true,false), testing::Values(true,false), testing::Values(true,false)));
INSTANTIATE_TEST_CASE_P(CUDA_Codec, Seek, ALL_DEVICES);
#endif // HAVE_NVCUVID || HAVE_NVCUVENC
}} // namespace
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