2024-11-24 00:58:06 +00:00
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//
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// Created by nvidia on 24-9-12.
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//
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#ifndef TRAIN_COMMONSTRUCT_H
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#define TRAIN_COMMONSTRUCT_H
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//模型参数
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typedef struct _YoloV5ModelParam{
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unsigned int uiClassNum;
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unsigned int uiDetSize;
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float fScoreThreshold;
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float fNmsThreshold;
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}YoloV5ModelParam;
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typedef struct _YoloV5ClearityModelParam{
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unsigned int uiClassNum;
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unsigned int uiClearNum;
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unsigned int uiDetSize;
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float fScoreThreshold;
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float fNmsThreshold;
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}YoloV5ClearityModelParam;
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typedef struct _ModelCommonInfo{
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unsigned int uiModelWidth;
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unsigned int uiModelHeight;
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unsigned int uiInputSize;
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unsigned int uiOutputSize;
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unsigned int uiChannel;
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unsigned int uiBatchSize;
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std::string strInputBlobName;
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std::string strOutputBlobName;
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}ModelCommonInfo;
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typedef struct _YoloV5ModelInfo{
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YoloV5ModelParam yolov5ModelParam;
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ModelCommonInfo modelCommonInfo;
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}YoloV5ModelInfo;
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typedef struct _YoloV5ClearityModelInfo{
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YoloV5ClearityModelParam yolov5ClearityModelParam;
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ModelCommonInfo modelCommonInfo;
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}YoloV5ClearityModelInfo;
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struct ModelConfig
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{
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std::string strAnchorPath; //锚框文件路径
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std::string strClassPath; //类别名称集合
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std::string strOmPath; //om文件路径
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int iModelWidth; //模型输入宽度
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int iModelHeight; //模型输入高度
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float fScoreThreshold; //得分阈值
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float fNMSTreshold; //nms阈值
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int iClassNum; //类别个数
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int iLineNum; //字段代号
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};
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typedef struct
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{
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float fLTX = 0; //左上X坐标
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float fLTY = 0; //左上y坐标
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float fRBX = 0; //右下y坐标
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float fRBY = 0; //右下y坐标
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}Location;
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// 定义日期结构体
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typedef struct Date
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{
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int year;
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int month;
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int day;
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} Date;
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//数据源基本信息
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typedef struct
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{
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uint32_t iWidth = 0;
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uint32_t iHeight = 0;
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int iRate = 0; //帧率
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} DataSourceInfo;
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// 原始帧信息
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typedef struct {
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// 帧画面
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std::shared_ptr<void> pData = nullptr;
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// 帧图片
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cv::Mat cvImage;
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// Size of memory, bytes
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uint32_t iSize = 0;
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// 帧数据时间戳
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uint64_t i64TimeStamp = 0;
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} SourceFrameData;
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//识别处理数据
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typedef struct
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{
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// 数据来源标识
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int iDataSource;
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// 数据源信息
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DataSourceInfo dataSourceInfo;
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// 原始帧数据
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SourceFrameData sourceFrameData;
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// 解码参数
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AVCodecParameters *pCodecParameters_ = nullptr;
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// 识别结束标识
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bool bIsEnd = false;
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} ProcessData;
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typedef struct
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{
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// 帧数据时间戳
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uint64_t i64TimeStamp = 0;
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// Size of memory, bytes
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uint32_t iSize = 0;
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// Width of image
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uint32_t iWidth = 0;
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// Height of image
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uint32_t iHeight = 0;
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// 帧率
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int iRate = 0;
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// 原始数据
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std::shared_ptr<void> pData = nullptr;
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AVCodecID avCodecID;
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} VFrameData;
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// 识别区域坐标
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typedef struct {
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// 字段代号(仅第二步使用)
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int iLine = -1;
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// 大小框的类别
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int iClassId = -1;
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// 框的名称
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std::string strClassName;
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// 分数
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float fScore = 0;
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// 清晰度
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float fClear = 0;
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// 左上X坐标 Left Top x
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float fLTX = 0;
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// 左上y坐标 Left Top y
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float fLTY = 0;
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// 右下y坐标 Right Bottom x
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float fRBX = 0;
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// 右下y坐标 Right Bottom y
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float fRBY = 0;
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} VCoordinate;
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typedef struct {
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// 模型地址
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std::string strModelPath;
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// 图片地址
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std::string strImagePath;
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// 模型类型[0:检测 detect 1:分类 classify]
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uint8_t iModel = 0;
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// 模型版本["v5","v8"]
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std::string strModelVersion;
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// 类别模板地址
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std::string strClassModelPath;
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} VYoloTestInfo;
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//动态检测结果
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typedef struct
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{
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// 数据来源标识
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int iDataSource;
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// 文件存储目录
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std::string strFilePath;
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// 文件名字
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std::string strFileName;
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// 帧号
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uint32_t iFrameId = 0;
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// 帧数据时间戳
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uint64_t i64TimeStamp = 0;
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// 结束识别标识
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bool bIsEnd = false;
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// 过车日期(格式:YYYY-MM-DD)
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std::string strDetectDate;
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// 过车时间(格式:HH-MM-SS)
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std::string strDetectTime;
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// 图片
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cv::Mat cvImage;
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} VDetectInfo;
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// 存图数据
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typedef struct
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{
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// 车厢位置状态
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std::string strTrainStage;
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// 行车方向
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std::string strDirection;
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// 车厢运动状态
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std::string strTrainStatus;
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// 图片
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cv::Mat cvImage;
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// 文件存储目录
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std::string strFilePath;
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// 文件名字
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std::string strFileName;
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// 图片需要标记的框坐标
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std::vector<VCoordinate> vecCoordinate;
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// 火车结束标志
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bool bIsEnd;
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} SaveImgData;
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// 模型具体结果
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typedef struct
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{
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// 目标类别 (0:车号; 1:属性; 2:车头; 3:定检期; 4:集装箱; 5:公共间隔; 6:车厢大间隔)
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int iTargetType = -1;
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// 字段代号(仅第二步使用)
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int iLine = -1;
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// 大小框的类别
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int iClassId = -1;
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// 分数
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float fScore = 0;
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// 左上X坐标
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float fLTX = 0;
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// 左上y坐标
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float fLTY = 0;
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// 右下y坐标
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float fRBX = 0;
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// 右下y坐标
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float fRBY = 0;
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// 清晰度
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float fClear = 0;
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// 所属车厢(第二步用)
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int iTrainIndex = 0;
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} SingleData;
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//后处理数据
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typedef struct
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{
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// 数据来源标识
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int iDataSource;
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// 帧号
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uint32_t iFrameId = 0;
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// 过车日期(格式:YYYY-MM-DD)
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std::string strDetectDate;
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// 过车时间(格式:HH-MM-SS)
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std::string strDetectTime;
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// 火车结束标志
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bool bIsEnd;
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// 当前大框所属车厢
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int iCarXH = 0;
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// 模型具体结果
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SingleData singleData;
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// 箱角识别结果
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std::vector<SingleData> vecSingleData;
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// 图片
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cv::Mat cvImage;
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} InferenceResultData;
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// 用于方向计算
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typedef struct
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{
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// 帧号
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uint32_t iFrameId = 0;
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// 大框id (给第二步用 1-属性 23456-编号)
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int iBigClassId = -1;
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// 第一步识别目标中心点X坐标
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float fCenterX;
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// 第一步识别目标X坐标宽度
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float fTargetWidth;
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} CalculateInfo;
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//转换具体内容
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typedef struct
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{
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// 字段代号
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int iLine = -1;
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// 是否符合基本数据校验
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bool bIsChkFlag = false;
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// 转换后的每个字符内容
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std::vector<std::string> vecValue;
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// 每个字符对应的分数
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std::vector<float> vecScore;
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// 本框的识别结果
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std::string strTmpResult;
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} TransInfo;
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typedef struct
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{
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std::string strDetectDate;
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std::string strDetectTime;
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// 帧序号
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int iFrameId;
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// 图片
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cv::Mat cvImage;
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// 大框集合
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std::vector<SingleData> vecSingleData;
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// 是否最后一节
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bool bIsEnd = false;
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} VStep2InputData;
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typedef struct
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{
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// 所属集装箱
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int iTrainIndex = 0;
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// 大小框的类别
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int iClassId = -1;
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// 分数
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float fScore = 0;
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// 左上X坐标
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float fLTX = 0;
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// 左上y坐标
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float fLTY = 0;
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// 右下y坐标
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float fRBX = 0;
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// 右下y坐标
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float fRBY = 0;
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// 子框得分总和
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float fSubScoreSum = 0;
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// 子框信息集合
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std::vector<SingleData> vecSingleData;
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// 箱号识别转换结果
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TransInfo transInfo;
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} Step2ResultData;
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typedef struct
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{
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// 数据来源标识
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int iDataSource;
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std::string strDetectDate;
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std::string strDetectTime;
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// 帧序号
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int iFrameId;
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// 箱号大框以及对应小框的集合
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Step2ResultData step2ResultData;
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// 箱角大框
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std::vector<Step2ResultData> vecCornerResultData;
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2024-11-27 12:38:06 +00:00
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// 图片
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cv::Mat cvImage;
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2024-11-24 00:58:06 +00:00
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// 是否最后一节
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bool bIsEnd = false;
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} VStep2OutputData;
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typedef struct
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{
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// 识别日期
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std::string strDetectDate;
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// 识别时间
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std::string strDetectTime;
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// 数据来源标识
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int iDataSource;
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// 帧序号
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int iFrameId;
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// 所属集装箱
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int iContainerIndex = 0;
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// 是否符合基本数据校验
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bool bIsChkFlag = false;
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// 本框的识别编号结果
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std::string strNumResult;
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// 集装箱号得分合
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float fSumScore = 0.0f;
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// 本框的识别箱型结果
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std::string strTypeResult;
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// 大框中心点X坐标
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float fX = 0;
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// 大框中心点y坐标
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float fY = 0;
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// 是否识别到顶部两箱子间隔
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bool bHaveTwoContainer = false;
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// 结束识别标志
|
|
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|
bool bIsEnd = false;
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|
|
} VSelectBestData;
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|
typedef struct
|
|
|
|
|
|
{
|
|
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|
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|
// 识别日期
|
|
|
|
|
|
std::string strDetectDate;
|
|
|
|
|
|
// 识别时间
|
|
|
|
|
|
std::string strDetectTime;
|
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|
// 集装箱结果集合
|
|
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|
|
std::vector<std::string> vecContainerNO;
|
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|
// 图片列表
|
|
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|
|
std::vector<std::string> vecImage;
|
|
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|
|
} DetectResultData;
|
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#endif //TRAIN_COMMONSTRUCT_H
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