* -------------------------------------------------------------------------
* This file is part of the Vision SDK project.
* Copyright (c) 2025 Huawei Technologies Co.,Ltd.
*
* Vision SDK is licensed under Mulan PSL v2.
* You can use this software according to the terms and conditions of the Mulan PSL v2.
* You may obtain a copy of Mulan PSL v2 at:
*
* http://license.coscl.org.cn/MulanPSL2
*
* THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES OF ANY KIND,
* EITHER EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT,
* MERCHANTABILITY OR FIT FOR A PARTICULAR PURPOSE.
* See the Mulan PSL v2 for more details.
* -------------------------------------------------------------------------
* Description: HigherHRnet model post-processing.
* Author: MindX SDK
* Create: 2022
* History: NA
*/
#include "HigherHRnetPostProcessDptr.hpp"
namespace MxBase {
HigherHRnetPostProcess::HigherHRnetPostProcess()
{
dPtr_ = MemoryHelper::MakeShared<MxBase::HigherHRnetPostProcessDptr>(this);
if (dPtr_ == nullptr) {
LogError << "Create HigherHRnetPostProcessDptr object failed. Failed to allocate memory."
<< GetErrorInfo(APP_ERR_COMM_ALLOC_MEM);
throw std::runtime_error(GetErrorInfo(APP_ERR_COMM_ALLOC_MEM));
}
}
HigherHRnetPostProcess::HigherHRnetPostProcess(const HigherHRnetPostProcess &other)
: MxBase::KeypointPostProcessBase(other)
{
dPtr_ = MemoryHelper::MakeShared<MxBase::HigherHRnetPostProcessDptr>(this);
if (dPtr_ == nullptr) {
LogError << "Create HigherHRnetPostProcessDptr object failed. Failed to allocate memory."
<< GetErrorInfo(APP_ERR_COMM_ALLOC_MEM);
return;
}
*dPtr_ = *(other.dPtr_);
}
HigherHRnetPostProcess& HigherHRnetPostProcess::operator=(const HigherHRnetPostProcess &other)
{
if (this == &other) {
return *this;
}
KeypointPostProcessBase::operator=(other);
if (dPtr_ == nullptr) {
dPtr_ = MemoryHelper::MakeShared<MxBase::HigherHRnetPostProcessDptr>(this);
if (dPtr_ == nullptr) {
LogError << "Create HigherHRnetPostProcessDptr object failed. Failed to allocate memory."
<< GetErrorInfo(APP_ERR_COMM_ALLOC_MEM);
return *this;
}
}
dPtr_->keyPointNum_ = other.dPtr_->keyPointNum_;
dPtr_->channelNum_ = other.dPtr_->channelNum_;
dPtr_->imageFeatHight_ = other.dPtr_->imageFeatHight_;
dPtr_->imageFeatWidth_ = other.dPtr_->imageFeatWidth_;
dPtr_->heightIndex_ = other.dPtr_->heightIndex_;
dPtr_->widthIndex_ = other.dPtr_->widthIndex_;
dPtr_->thresh_ = other.dPtr_->thresh_;
dPtr_->orderIdx_ = other.dPtr_->orderIdx_;
dPtr_->defaultDict_ = other.dPtr_->defaultDict_;
return *this;
}
APP_ERROR HigherHRnetPostProcess::CheckDptr()
{
LogDebug << "HigherHRnetPostProcess CheckDptr(). Checking if dPtr_ is a nullptr.";
if (dPtr_ == nullptr) {
LogError << "dPtr_ is a nullptr. Please check the constructor method."
<< GetErrorInfo(APP_ERR_COMM_INVALID_POINTER);
return APP_ERR_COMM_INIT_FAIL;
}
return APP_ERR_OK;
}
APP_ERROR HigherHRnetPostProcess::Init(const std::map<std::string, std::string> &postConfig)
{
if (isInitConfig_) {
return APP_ERR_OK;
}
LogDebug << "Start to Init HigherHRnetPostProcess.";
APP_ERROR ret = KeypointPostProcessBase::Init(postConfig);
if (ret != APP_ERR_OK) {
LogError << "Failed to superInit in KeypointPostProcessBase." << GetErrorInfo(ret);
return ret;
}
ret = CheckDptr();
if (ret != APP_ERR_OK) {
return ret;
}
configData_.GetFileValueWarn("KEYPOINT_NUM", dPtr_->keyPointNum_, 0x0, 0x64);
configData_.GetFileValueWarn("SCORE_THRESH", dPtr_->thresh_, 0.0f, 1.0f);
isInitConfig_ = true;
return APP_ERR_OK;
}
APP_ERROR HigherHRnetPostProcess::DeInit()
{
return APP_ERR_OK;
}
APP_ERROR HigherHRnetPostProcess::Process(const std::vector<TensorBase>& tensors,
std::vector<std::vector<KeyPointDetectionInfo>>& keyPointInfos,
const std::vector<ResizedImageInfo>& resizedImageInfos,
const std::map<std::string, std::shared_ptr<void>> &)
{
LogDebug << "Start to Process HigherHRnetPostProcess.";
APP_ERROR ret = APP_ERR_OK;
auto inputs = tensors;
ret = CheckDptr();
if (ret != APP_ERR_OK) {
return ret;
}
ret = dPtr_->CheckAndMoveTensors(inputs);
if (ret != APP_ERR_OK) {
LogError << "CheckAndMoveTensors failed." << GetErrorInfo(ret);
return ret;
}
auto batchSize = static_cast<size_t>(tensors[0].GetShape()[0]);
if (resizedImageInfos.size() != batchSize) {
LogError << "Check input vector size failed, please check." << GetErrorInfo(APP_ERR_COMM_INVALID_PARAM);
return APP_ERR_COMM_INVALID_PARAM;
}
ret = dPtr_->KeyPointsDetect(tensors, resizedImageInfos, keyPointInfos);
if (ret != APP_ERR_OK) {
LogError << "Process HigherHRNet failed." << GetErrorInfo(ret);
return ret;
}
return APP_ERR_OK;
}
uint64_t HigherHRnetPostProcess::GetCurrentVersion()
{
return MINDX_SDK_VERSION;
}
#ifdef ENABLE_POST_PROCESS_INSTANCE
extern "C" {
std::shared_ptr<MxBase::HigherHRnetPostProcess> GetKeypointInstance()
{
LogInfo << "Begin to get OHigherHRnetPostProcess instance.";
auto instance = MemoryHelper::MakeShared<HigherHRnetPostProcess>();
if (instance == nullptr) {
LogError << "Create HigherHRnetPostProcess object failed. Failed to allocate memory."
<< GetErrorInfo(APP_ERR_COMM_ALLOC_MEM);
}
LogInfo << "End to get HigherHRnetPostProcess instance.";
return instance;
}
}
#endif
}