* -------------------------------------------------------------------------
* 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 Yolov3 model.
* Author: MindX SDK
* Create: 2020
* History: NA
*/
#ifndef YOLOV3_POST_PROCESS_H
#define YOLOV3_POST_PROCESS_H
#include "MxBase/PostProcessBases/ObjectPostProcessBase.h"
#include "MxBase/Common/HiddenAttr.h"
namespace {
const float DEFAULT_OBJECTNESS_THRESH = 0.3;
const float DEFAULT_IOU_THRESH = 0.45;
const int DEFAULT_ANCHOR_DIM = 3;
const int DEFAULT_BIASES_NUM = 18;
const int DEFAULT_YOLO_TYPE = 3;
const int DEFAULT_YOLO_VERSION = 3;
const int YOLOV3_VERSION = 3;
const int YOLOV4_VERSION = 4;
const int YOLOV5_VERSION = 5;
const int ANCHOR_NUM = 6;
struct OutputLayer {
size_t width;
size_t height;
float anchors[ANCHOR_NUM];
};
struct NetInfo {
int anchorDim;
int classNum;
int bboxDim;
int netWidth;
int netHeight;
};
}
namespace MxBase {
class Yolov3PostProcessDptr;
class SDK_AVAILABLE_FOR_OUT Yolov3PostProcess : public ObjectPostProcessBase {
public:
Yolov3PostProcess();
~Yolov3PostProcess() {}
Yolov3PostProcess(const Yolov3PostProcess &other);
Yolov3PostProcess &operator=(const Yolov3PostProcess &other);
APP_ERROR Init(const std::map<std::string, std::string> &postConfig) override;
APP_ERROR DeInit() override;
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>> ¶mMap = {}) override;
uint64_t GetCurrentVersion() override;
private:
friend class Yolov3PostProcessDptr;
std::shared_ptr<MxBase::Yolov3PostProcessDptr> dPtr_;
APP_ERROR CheckDptr();
};
#ifdef ENABLE_POST_PROCESS_INSTANCE
extern "C" {
std::shared_ptr<MxBase::Yolov3PostProcess> GetObjectInstance();
}
#endif
}
#endif