* -------------------------------------------------------------------------
* 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: Post-processing of the resnet binary attribute model.
* Author: MindX SDK
* Create: 2020
* History: NA
*/
#ifndef MXPLUGINS_RESNETATTRIBUTEPOSTPROCESSOR_H
#define MXPLUGINS_RESNETATTRIBUTEPOSTPROCESSOR_H
#include <MxBase/ErrorCode/ErrorCode.h>
#include "MxBase/ModelInfer/ModelInferenceProcessor.h"
#include "MxPlugins/ModelPostProcessors/ModelPostProcessorBase/MxpiModelPostProcessorBase.h"
#include "MxBase/Maths/FastMath.h"
class ResNetAttributePostProcessor : public MxPlugins::MxpiModelPostProcessorBase {
public:
APP_ERROR Init(const std::string& configPath, const std::string& labelPath, MxBase::ModelDesc modelDesc) override;
APP_ERROR DeInit() override;
APP_ERROR Process(std::shared_ptr<void>& metaDataPtr, MxBase::PostProcessorImageInfo postProcessorImageInfo,
std::vector<MxTools::MxpiMetaHeader>& headerVec, std::vector<std::vector<MxBase::BaseTensor>>& tensors)
override;
private:
APP_ERROR GetAttributeIndex(std::string& strAttributeIndex);
void ResNetAttributeOutput(std::vector<std::shared_ptr<void>>& featLayerData);
void MakeAttributeMap(std::ifstream& in, std::string& stringRead);
void MakeNameMap(std::ifstream& in, std::string& stringRead);
void MakeValueMap(std::ifstream& in, std::string& stringRead);
private:
size_t attributeNum_;
std::vector<std::vector<int>> attributeIndex_;
std::vector<float> confidence_;
std::vector<std::string> result_;
std::vector<std::string> attributeNameVec_;
std::vector<std::string> attributeValueVec_;
MxBase::ConfigData configData_;
std::string activationFunction_;
};
extern "C" {
std::shared_ptr<MxPlugins::MxpiModelPostProcessorBase> GetInstance();
}
#endif