* -------------------------------------------------------------------------
* 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: Target detection post-processing.
* Author: MindX SDK
* Create: 2020
* History: NA
*/
#ifndef OBJECT_POST_PROCESS_H
#define OBJECT_POST_PROCESS_H
#include "MxBase/PostProcessBases/ImagePostProcessBase.h"
namespace MxBase {
class ObjectPostProcessBase : public ImagePostProcessBase {
public:
ObjectPostProcessBase() = default;
ObjectPostProcessBase(const ObjectPostProcessBase &other) = default;
virtual ~ObjectPostProcessBase() = default;
ObjectPostProcessBase& operator=(const ObjectPostProcessBase &other);
APP_ERROR Init(const std::map<std::string, std::string> &postConfig) override;
APP_ERROR DeInit() override;
virtual APP_ERROR Process(const std::vector<TensorBase> &tensors,
std::vector<std::vector<ObjectInfo>> &objectInfos,
const std::vector<ResizedImageInfo> &resizedImageInfos = {},
const std::map<std::string, std::shared_ptr<void>> &configParamMap = {});
protected:
void CoordinatesReduction(const uint32_t index, const ResizedImageInfo& resizedImageInfo,
std::vector<ObjectInfo>& objInfos, bool normalizedFlag = true);
void ResizeReduction(const ResizedImageInfo& resizedImageInfo, const int imgWidth, const int imgHeight,
std::vector<ObjectInfo>& objInfos);
void CoordinatesReduction(std::vector<std::vector<ObjectInfo>> &objInfos,
const std::vector<MxBase::ImagePreProcessInfo> &imagePreProcessInfos,
bool normalizedFlag = true);
void LogObjectInfos(const std::vector<std::vector<ObjectInfo>>& objectInfos);
APP_ERROR GetSeparateScoreThresh(std::string& strSeparateScoreThresh);
APP_ERROR GetObjectConfigData();
protected:
std::vector<float> separateScoreThresh_ = {};
float scoreThresh_ = 0.0;
uint32_t classNum_ = 0;
};
using GetObjectInstanceFunc = std::shared_ptr<ObjectPostProcessBase>(*)();
}
#endif