void WCocoJsonSaver<TDatums>::workConsumer(const TDatums& tDatums)
{
try
{
if (checkNoNullNorEmpty(tDatums))
{
// Check tDatums->size() == 1
if (tDatums->size() > 1)
error("Function only ready for tDatums->size() == 1", __LINE__, __FUNCTION__, __FILE__);
// Debugging log
dLog("", Priority::Low, __LINE__, __FUNCTION__, __FILE__);
// Profiling speed
const auto profilerKey = Profiler::timerInit(__LINE__, __FUNCTION__, __FILE__);
// T* to T
const auto& tDatum = tDatums->at(0);
// Record json in COCO format
const std::string stringToRemove = "COCO_val2014_";
const auto stringToRemoveEnd = tDatum.name.find(stringToRemove) + stringToRemove.size();
const auto imageId = std::stoull(tDatum.name.substr(stringToRemoveEnd, tDatum.name.size() - stringToRemoveEnd));
// Record json in COCO format if file within desired range of images
spCocoJsonSaver->record(tDatum.poseKeypoints, imageId);
// Profiling speed
Profiler::timerEnd(profilerKey);
Profiler::printAveragedTimeMsOnIterationX(profilerKey, __LINE__, __FUNCTION__, __FILE__, Profiler::DEFAULT_X);
// Debugging log
dLog("", Priority::Low, __LINE__, __FUNCTION__, __FILE__);
}
}
catch (const std::exception& e)
{
this->stop();
error(e.what(), __LINE__, __FUNCTION__, __FILE__);
}
}
void WJointAngleEstimation<TDatums>::work(TDatums& tDatums)
{
try
{
if (checkNoNullNorEmpty(tDatums))
{
// Debugging log
dLog("", Priority::Low, __LINE__, __FUNCTION__, __FILE__);
// Profiling speed
const auto profilerKey = Profiler::timerInit(__LINE__, __FUNCTION__, __FILE__);
// Input
auto& datum = tDatums->at(0);
const auto& poseKeypoints3D = datum.poseKeypoints3D;
const auto& faceKeypoints3D = datum.faceKeypoints3D;
const auto& handKeypoints3D = datum.handKeypoints3D;
// Running Adam model
spJointAngleEstimation->adamFastFit(
datum.adamPose, datum.adamTranslation, datum.vtVec, datum.j0Vec,
datum.adamFaceCoeffsExp, poseKeypoints3D, faceKeypoints3D, handKeypoints3D);
// Profiling speed
Profiler::timerEnd(profilerKey);
Profiler::printAveragedTimeMsOnIterationX(profilerKey, __LINE__, __FUNCTION__, __FILE__);
// Debugging log
dLog("", Priority::Low, __LINE__, __FUNCTION__, __FILE__);
}
}
catch (const std::exception& e)
{
this->stop();
tDatums = nullptr;
error(e.what(), __LINE__, __FUNCTION__, __FILE__);
}
}