* -------------------------------------------------------------------------
* 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: Base class for semantic segmentation task post-processing.
* Author: MindX SDK
* Create: 2020
* History: NA
*/
#ifndef SEGMENT_POST_PROCESS_H
#define SEGMENT_POST_PROCESS_H
#include "MxBase/PostProcessBases/ImagePostProcessBase.h"
namespace MxBase {
class SemanticSegPostProcessBase : public ImagePostProcessBase {
public:
SemanticSegPostProcessBase() = default;
SemanticSegPostProcessBase(const SemanticSegPostProcessBase &other) = default;
virtual ~SemanticSegPostProcessBase() = default;
SemanticSegPostProcessBase& operator=(const SemanticSegPostProcessBase &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<SemanticSegInfo>& semanticSegInfos,
const std::vector<ResizedImageInfo>& resizedImageInfos = {},
const std::map<std::string, std::shared_ptr<void>> &configParamMap = {});
protected:
void CoordinatesReduction(const ResizedImageInfo& resizedImageInfo,
SemanticSegInfo& semanticSegInfos);
APP_ERROR GetSemanticSegConfigData();
protected:
uint32_t classNum_ = 0;
int modelType_ = TYPE_NHWC;
std::vector<std::string> labelMap_;
};
using GetSemanticSegInstanceFunc = std::shared_ptr<SemanticSegPostProcessBase>(*)();
}
#endif