generated from zhangwei/Train_Identify
843 lines
28 KiB
C++
843 lines
28 KiB
C++
#include "TransTrainEngine.h"
|
||
#include "myutils.h"
|
||
#include <regex>
|
||
#include <deque>
|
||
|
||
using namespace ai_matrix;
|
||
|
||
namespace
|
||
{
|
||
//按照x坐标排列
|
||
bool CompareX(const SingleData &v1, const SingleData &v2)
|
||
{
|
||
return (v1.fLTX < v2.fLTX);
|
||
}
|
||
|
||
//自定义比较规则
|
||
bool CmpVec(const pair<string, uint32_t> &P1, const pair<string, uint32_t> &P2)
|
||
{
|
||
return P1.second < P2.second;
|
||
}
|
||
}
|
||
|
||
TransTrainEngine::TransTrainEngine() {}
|
||
|
||
TransTrainEngine::~TransTrainEngine() {}
|
||
|
||
APP_ERROR TransTrainEngine::Init()
|
||
{
|
||
bUseEngine_ = MyUtils::getins()->ChkIsHaveTarget("NUM");
|
||
if (!bUseEngine_)
|
||
{
|
||
LogWarn << "engineId_:" << engineId_ << " not use engine";
|
||
return APP_ERR_OK;
|
||
}
|
||
strPort0_ = engineName_ + "_" + std::to_string(engineId_) + "_0";
|
||
modelConfig_ = MyYaml::GetIns()->GetModelConfig("TrainStepTwoEngine");
|
||
strResultPath_ = MyYaml::GetIns()->GetPathValue("gc_result_path");
|
||
|
||
//读取模型参数信息文件
|
||
Json::Value jvModelInfo;
|
||
if (!MyUtils::getins()->ReadJsonInfo(jvModelInfo, modelConfig_.strModelInfoPath))
|
||
{
|
||
LogError << "ModelInfoPath:" << modelConfig_.strModelInfoPath << " doesn't exist or read failed!";
|
||
return APP_ERR_COMM_NO_EXIST;
|
||
}
|
||
for (int i = 0; i < jvModelInfo["class"].size(); i++)
|
||
{
|
||
vecClassNames_.push_back(jvModelInfo["class"][i].asString());
|
||
}
|
||
|
||
// 获取几个摄像头识别车号
|
||
std::map<int, ai_matrix::DataSourceConfig> mapUseDataSouceCfg = MyYaml::GetIns()->GetUseDataSourceConfig();
|
||
for (auto iter = mapUseDataSouceCfg.begin(); iter != mapUseDataSouceCfg.end(); iter++)
|
||
{
|
||
iSkipInterval_ = iter->second.iSkipInterval;
|
||
if (iter->second.strTarget.find("NUM") != std::string::npos)
|
||
{
|
||
LogDebug << "sourceid:" << iter->first << " deal Num";
|
||
mapDataSourceIsEnd_[iter->first] = false;
|
||
}
|
||
}
|
||
|
||
InitParam();
|
||
LogInfo << "TransTrainEngine Init ok";
|
||
return APP_ERR_OK;
|
||
}
|
||
|
||
APP_ERROR TransTrainEngine::DeInit()
|
||
{
|
||
if (!bUseEngine_)
|
||
{
|
||
LogWarn << "engineId_:" << engineId_ << " not use engine";
|
||
return APP_ERR_OK;
|
||
}
|
||
LogInfo << "TransTrainEngine DeInit ok";
|
||
return APP_ERR_OK;
|
||
}
|
||
|
||
/**
|
||
* 初始化参数信息
|
||
* inParam : N/A
|
||
* outParam: N/A
|
||
* return : N/A
|
||
*/
|
||
void TransTrainEngine::InitParam()
|
||
{
|
||
for (auto iter = mapDataSourceIsEnd_.begin(); iter != mapDataSourceIsEnd_.end(); iter++)
|
||
{
|
||
iter->second = false;
|
||
}
|
||
mapNumInfo_.clear();
|
||
mapPreFrameId_.clear();
|
||
}
|
||
|
||
/**
|
||
* 校验车型是否符合验证
|
||
* inParam : int classId 大框类别id
|
||
* : const std::string &trainNum 车型字符信息
|
||
* outParam: N/A
|
||
* return : true:符合; false:不符合
|
||
*/
|
||
bool TransTrainEngine::AuthTransNum(int classId, const std::string &trainNum)
|
||
{
|
||
// LogInfo << "classId:" << classId << " trainNum:" << trainNum;
|
||
switch (classId)
|
||
{
|
||
case TRAIN_HEAD: // 车头上的编号
|
||
break;
|
||
case K_TRAIN_NUM: // 编号 矿车、煤炭漏斗车(兖矿自备、枣矿自备)
|
||
{
|
||
if (trainNum == "K13" || trainNum == "KM100AH")
|
||
{
|
||
return true;
|
||
}
|
||
std::regex reg;
|
||
switch (trainNum.size())
|
||
{
|
||
case 4:
|
||
reg = "^K[1FMZ]{1}[36789]{1}[018ABKNT]{1}";
|
||
break;
|
||
case 5:
|
||
reg = "^K[1M]{1}[368]{1}[1ABDN]{1}[AGKNT]{1}";
|
||
break;
|
||
case 6:
|
||
reg = "^K[MF]{1}[69]{1}[80]{1}A[KH]{1}";
|
||
break;
|
||
default:
|
||
LogWarn << "Unknow train,classId:" << classId << " trainNum:" << trainNum;
|
||
return false;
|
||
}
|
||
return std::regex_match(trainNum, reg);
|
||
}
|
||
case C_TRAIN_NUM: // 敞车 特殊车型 C5D CF CFK
|
||
{
|
||
if (trainNum == "CF" || trainNum == "C62A(N)")
|
||
{
|
||
return true;
|
||
}
|
||
std::regex reg;
|
||
switch (trainNum.size())
|
||
{
|
||
case 3:
|
||
reg = "^C[15678F]{1}[0123456DK]{1}";
|
||
break;
|
||
case 4:
|
||
reg = "^C[1678]{1}[012346]{1}[0ABCEFHKMTY]{1}";
|
||
break;
|
||
case 5:
|
||
reg = "^C[1678]{1}[01246]{1}[0ABCEY]{1}[KAFHNT]{1}";
|
||
break;
|
||
case 6:
|
||
reg = "^C[17]{1}0[0E]{1}[A-]{1}[AH]{1}";
|
||
break;
|
||
default:
|
||
LogWarn << "Unknow train,classId:" << classId << " trainNum:" << trainNum;
|
||
return false;
|
||
}
|
||
return std::regex_match(trainNum, reg);
|
||
}
|
||
case P_TRAIN_NUM: // 编号 棚车
|
||
{
|
||
if (trainNum == "P70(H)" || trainNum == "P62(N)")
|
||
{
|
||
return true;
|
||
}
|
||
std::regex reg;
|
||
switch (trainNum.size())
|
||
{
|
||
case 3:
|
||
reg = "^P[1678]{1}[012345]{1}";
|
||
break;
|
||
case 4:
|
||
reg = "^P[678]{1}[023456]{1}[ABHKNST]{1}";
|
||
break;
|
||
case 5:
|
||
reg = "^P6[24]{1}[ANG]{1}[KT]{1}";
|
||
break;
|
||
default:
|
||
LogWarn << "Unknow train,classId:" << classId << " trainNum:" << trainNum;
|
||
return false;
|
||
}
|
||
return std::regex_match(trainNum, reg);
|
||
}
|
||
case G_TRAIN_NUM: // 编号 罐车
|
||
{
|
||
if (trainNum == "GY100SK")
|
||
{
|
||
return true;
|
||
}
|
||
std::regex reg;
|
||
switch (trainNum.size())
|
||
{
|
||
case 2:
|
||
reg = "^G[HLS]{1}";
|
||
break;
|
||
case 3:
|
||
reg = "^[GL]{1}[1567HL]{1}[01246789K]{1}";
|
||
break;
|
||
case 4:
|
||
reg = "^[GU]{1}[167FJLNQSWY]{1}[170689]{1}[KSABDGTM075W]{1}";
|
||
break;
|
||
case 5:
|
||
reg = "^[GU]{1}[17FHNQY6]{1}[1706A89]{1}[SBDAM057W]{1}[KEHTB0ZAS]{1}";
|
||
break;
|
||
case 6:
|
||
reg = "^[UG]{1}[6YH]{1}[1489A]{1}[057W]{1}[Z0LSA]{1}[KSAT]{1}";
|
||
break;
|
||
default:
|
||
LogWarn << "Unknow train,classId:" << classId << " trainNum:" << trainNum;
|
||
return false;
|
||
}
|
||
return std::regex_match(trainNum, reg);
|
||
}
|
||
case NX_TRAIN_NUM: // 编号 平车
|
||
{
|
||
if (trainNum == "N6")
|
||
{
|
||
return true;
|
||
}
|
||
std::regex reg;
|
||
switch (trainNum.size())
|
||
{
|
||
case 3:
|
||
reg = "^[NQX]{1}[1234678T]{1}[0124567HK]{1}";
|
||
break;
|
||
case 4:
|
||
reg = "^[BNX]{1}[16X]{1}[17BC]{1}[07AGKT]{1}";
|
||
break;
|
||
case 5:
|
||
reg = "^[NX]{1}[16NX]{1}[17C]{1}[07AGT]{1}[KTABH]{1}";
|
||
break;
|
||
case 6:
|
||
reg = "^NX17[AB]{1}[KTH]{1}";
|
||
break;
|
||
default:
|
||
LogWarn << "Unknow train,classId:" << classId << " trainNum:" << trainNum;
|
||
return false;
|
||
}
|
||
return std::regex_match(trainNum, reg);
|
||
}
|
||
case J_TRAIN_NUM: // 编号 牲畜车 特种车
|
||
{
|
||
if (trainNum == "TP64GK")
|
||
{
|
||
return true;
|
||
}
|
||
std::regex reg;
|
||
switch (trainNum.size())
|
||
{
|
||
case 2:
|
||
reg = "^[DT]{1}[2678]{1}";
|
||
break;
|
||
case 3:
|
||
reg = "^[DST]{1}[12346789LQ]{1}[012578ADFGP]{1}";
|
||
break;
|
||
case 4:
|
||
reg = "^[DJNT]{1}[12356AFKQS]{1}[012345678DFQS]{1}[A12345679GHKQ]{1}";
|
||
break;
|
||
case 5:
|
||
reg = "^[DJQT]{1}[2KNSH1P]{1}[613XQ2]{1}[A761234B]{1}[KA70G]{1}";
|
||
break;
|
||
default:
|
||
LogWarn << "Unknow train, classId: " << classId << " trainNum:" << trainNum;
|
||
return false;
|
||
}
|
||
return std::regex_match(trainNum, reg);
|
||
}
|
||
default:
|
||
LogWarn << "Unknow train,classId:" << classId << " trainNum:" << trainNum;
|
||
return false;
|
||
}
|
||
return true;
|
||
}
|
||
|
||
/**
|
||
* 过滤第二步字段代号的误识别
|
||
* inParam : std::vector<SingleData> &vecObjs
|
||
* : TargetMaxLen iMaxLen
|
||
* outParam: N/A
|
||
* return : N/A
|
||
*/
|
||
void TransTrainEngine::FilterSingleData(std::vector<SingleData> &vecObjs, TargetMaxLen iMaxLen)
|
||
{
|
||
/*误识别场景
|
||
例: 车厢容积属性只有2位时,但因误识别导致自重的某个字符字段代号错误,划归到容积中,这样实际只有2位的容积变为3位。导致选优时错误。
|
||
只处理1个字段代号的误识别,若有多个字段代号同时错误,无法区分哪些字符字段代号是正确的。(字段代号误识别较多时,则增强模型训练)
|
||
|
||
排除一个最大和最小值后计算平局坐标值,每个框左上角和平局值左上角高度差大于平局值的高度则剔除.
|
||
*/
|
||
if (vecObjs.size() != iMaxLen || vecObjs.size() <= 2)
|
||
{
|
||
return;
|
||
}
|
||
|
||
std::deque<SingleData> dqObjs(vecObjs.begin(), vecObjs.end());
|
||
std::sort(dqObjs.begin(), dqObjs.end(), [](SingleData &a, SingleData &b)
|
||
{
|
||
return a.fLTY < b.fLTY;
|
||
});
|
||
dqObjs.pop_front();
|
||
dqObjs.pop_back();
|
||
|
||
SingleData singleDataAvg;
|
||
for (auto iter = dqObjs.begin(); iter != dqObjs.end(); iter++)
|
||
{
|
||
singleDataAvg.fLTX += iter->fLTX;
|
||
singleDataAvg.fLTY += iter->fLTY;
|
||
singleDataAvg.fRBX += iter->fRBX;
|
||
singleDataAvg.fRBY += iter->fRBY;
|
||
}
|
||
singleDataAvg.fLTX = singleDataAvg.fLTX / dqObjs.size();
|
||
singleDataAvg.fLTY = singleDataAvg.fLTY / dqObjs.size();
|
||
singleDataAvg.fRBX = singleDataAvg.fRBX / dqObjs.size();
|
||
singleDataAvg.fRBY = singleDataAvg.fRBY / dqObjs.size();
|
||
float fAvgHeight = singleDataAvg.fRBY - singleDataAvg.fLTY;
|
||
|
||
//剔除位置错误的字符信息
|
||
for (auto iter = vecObjs.begin(); iter != vecObjs.end(); iter++)
|
||
{
|
||
float fTemp = fabs(iter->fLTY - singleDataAvg.fLTY);
|
||
if (fTemp > (fAvgHeight - 5))
|
||
{
|
||
std::string strOne = vecClassNames_.at(iter->iClassId);
|
||
LogWarn << "engineId:" << engineId_ << " " << strOne << " Line wrong ";
|
||
vecObjs.erase(iter);
|
||
break;
|
||
}
|
||
}
|
||
}
|
||
|
||
/**
|
||
* 属性框内容转换
|
||
* inParam : std::map<int, std::vector<SingleData>> &mapLine
|
||
* outParam: TransSubData &transSubData
|
||
* return : N/A
|
||
*/
|
||
void TransTrainEngine::TransPro(TransSubData &transSubData, std::map<int, std::vector<SingleData>> &mapLine)
|
||
{
|
||
//载重
|
||
if (mapLine.find(0) != mapLine.end())
|
||
{
|
||
TransInfo loadInfo;
|
||
loadInfo.iLine = 0;
|
||
std::string strTemp = "";
|
||
for (auto j = 0; j < mapLine.at(0).size(); j++)
|
||
{
|
||
//过滤非数字
|
||
std::string strOne = vecClassNames_.at(mapLine.at(0).at(j).iClassId);
|
||
if (strOne[0] < '0' || strOne[0] > '9')
|
||
{
|
||
LogWarn << "engineId:" << engineId_ << " " << strOne << " not digit in load";
|
||
continue;
|
||
}
|
||
strTemp += strOne;
|
||
loadInfo.vecValue.emplace_back(strOne);
|
||
loadInfo.vecScore.emplace_back(mapLine.at(0).at(j).fScore);
|
||
transSubData.fScoreSum += mapLine.at(0).at(j).fScore;
|
||
}
|
||
|
||
//匹配正则表达式
|
||
//std::regex reg("^[0-9]{2}");
|
||
std::regex reg("^[1,4,5,6,7,8,9]{1}[0-9]{1,2}$"); //(第1位:棚车:4 5; K自备车:1 5 7 8 9; 平车:7; 罐车:6 7; 敞车:6 7 8)
|
||
if (std::regex_match(strTemp, reg))
|
||
{
|
||
loadInfo.IsChkFlag = true;
|
||
}
|
||
transSubData.vecTransInfo.emplace_back(loadInfo);
|
||
}
|
||
|
||
//自重
|
||
if (mapLine.find(1) != mapLine.end())
|
||
{
|
||
FilterSingleData(mapLine.at(1), SELF_MAXLEN);
|
||
TransInfo selfInfo;
|
||
selfInfo.iLine = 1;
|
||
std::string strTemp = "";
|
||
for (auto j = 0; j < mapLine.at(1).size(); j++)
|
||
{
|
||
//过滤非数字
|
||
std::string strOne = vecClassNames_.at(mapLine.at(1).at(j).iClassId);
|
||
if (strOne[0] < '0' || strOne[0] > '9')
|
||
{
|
||
LogWarn << "engineId:" << engineId_ << " " << strOne << " not digit in self";
|
||
continue;
|
||
}
|
||
strTemp += strOne;
|
||
selfInfo.vecValue.emplace_back(strOne);
|
||
selfInfo.vecScore.emplace_back(mapLine.at(1).at(j).fScore);
|
||
transSubData.fScoreSum += mapLine.at(1).at(j).fScore;
|
||
}
|
||
|
||
//匹配正则表达式
|
||
std::regex reg("^[1,2,3]{1}[0-9]{1,2}$");
|
||
if (std::regex_match(strTemp, reg))
|
||
{
|
||
selfInfo.IsChkFlag = true;
|
||
}
|
||
transSubData.vecTransInfo.emplace_back(selfInfo);
|
||
}
|
||
|
||
//容积
|
||
if (mapLine.find(2) != mapLine.end())
|
||
{
|
||
FilterSingleData(mapLine.at(2), VOLUME_MAXLEN);
|
||
TransInfo volumeInfo;
|
||
volumeInfo.iLine = 2;
|
||
std::string strTemp = "";
|
||
for (auto j = 0; j < mapLine.at(2).size(); j++)
|
||
{
|
||
//过滤非数字
|
||
std::string strOne = vecClassNames_.at(mapLine.at(2).at(j).iClassId);
|
||
if (strOne[0] < '0' || strOne[0] > '9')
|
||
{
|
||
LogWarn << "engineId:" << engineId_ << " " << strOne << " not digit in volume";
|
||
continue;
|
||
}
|
||
strTemp += strOne;
|
||
volumeInfo.vecValue.emplace_back(strOne);
|
||
volumeInfo.vecScore.emplace_back(mapLine.at(2).at(j).fScore);
|
||
transSubData.fScoreSum += mapLine.at(2).at(j).fScore;
|
||
}
|
||
|
||
//匹配正则表达式
|
||
//std::regex reg("^[0-9]{2,3}$");
|
||
std::regex reg("^[1,6,7,8,9]{1}[0-9]{1,2}$"); //(第1位:棚车:1; K自备车:1或9; 罐车:6或7; 敞车:7或8)
|
||
if (std::regex_match(strTemp, reg))
|
||
{
|
||
volumeInfo.IsChkFlag = true;
|
||
}
|
||
transSubData.vecTransInfo.emplace_back(volumeInfo);
|
||
}
|
||
|
||
//换长
|
||
if (mapLine.find(3) != mapLine.end())
|
||
{
|
||
TransInfo changeInfo;
|
||
changeInfo.iLine = 3;
|
||
std::string strTemp = "";
|
||
for (auto j = 0; j < mapLine.at(3).size(); j++)
|
||
{
|
||
//过滤非数字
|
||
std::string strOne = vecClassNames_.at(mapLine.at(3).at(j).iClassId);
|
||
if (strOne[0] < '0' || strOne[0] > '9')
|
||
{
|
||
LogWarn << "engineId:" << engineId_ << " " << strOne << " not digit in change";
|
||
continue;
|
||
}
|
||
strTemp += strOne;
|
||
changeInfo.vecValue.emplace_back(strOne);
|
||
changeInfo.vecScore.emplace_back(mapLine.at(3).at(j).fScore);
|
||
transSubData.fScoreSum += mapLine.at(3).at(j).fScore;
|
||
}
|
||
|
||
//匹配正则表达式
|
||
//std::regex reg("^[0-9]{2}$");
|
||
std::regex reg("^[1]{1}[0-9]{1}$");
|
||
if (std::regex_match(strTemp, reg))
|
||
{
|
||
changeInfo.IsChkFlag = true;
|
||
}
|
||
transSubData.vecTransInfo.emplace_back(changeInfo);
|
||
}
|
||
|
||
//罐车容量计表
|
||
if (mapLine.find(4) != mapLine.end())
|
||
{
|
||
TransInfo volumeSurfaceInfo;
|
||
volumeSurfaceInfo.iLine = 4;
|
||
std::string strTemp = "";
|
||
for (auto j = 0; j < mapLine.at(4).size(); j++)
|
||
{
|
||
strTemp += vecClassNames_.at(mapLine.at(4).at(j).iClassId);
|
||
volumeSurfaceInfo.vecValue.emplace_back(vecClassNames_.at(mapLine.at(4).at(j).iClassId));
|
||
volumeSurfaceInfo.vecScore.emplace_back(mapLine.at(4).at(j).fScore);
|
||
transSubData.fScoreSum += mapLine.at(4).at(j).fScore;
|
||
}
|
||
|
||
volumeSurfaceInfo.IsChkFlag = true; //暂不校验
|
||
transSubData.vecTransInfo.emplace_back(volumeSurfaceInfo);
|
||
}
|
||
}
|
||
|
||
/**
|
||
* 车号框内容转换
|
||
* inParam : std::map<int, std::vector<SingleData>> &mapLine
|
||
* outParam: TransSubData &transSubData
|
||
* return : N/A
|
||
*/
|
||
void TransTrainEngine::TransNum(TransSubData &transSubData, std::map<int, std::vector<SingleData>> &mapLine)
|
||
{
|
||
//车型
|
||
if (mapLine.find(0) != mapLine.end())
|
||
{
|
||
TransInfo typeInfo;
|
||
typeInfo.iLine = 0;
|
||
std::string strTemp = "";
|
||
for (auto j = 0; j < mapLine.at(0).size(); j++)
|
||
{
|
||
std::string strOne = vecClassNames_.at(mapLine.at(0).at(j).iClassId);
|
||
|
||
/*20230117 该逻辑删除,有厂区发现有C70C DF4DD等车型。 针对重复印刷的场景需想其他方法处理。
|
||
//注:车型多次印刷会导致之前印刷的个别字符会识别,导致最终的识别内容变多。针对车型没有重复字符的特点,因此剔除重复的字符
|
||
auto iter = find(typeInfo.vecValue.begin(), typeInfo.vecValue.end(), strOne);
|
||
if (iter != typeInfo.vecValue.end())
|
||
{
|
||
LogWarn << "Possible duplicate recognition strOne:" << strOne;
|
||
continue;
|
||
}
|
||
*/
|
||
|
||
strTemp += strOne;
|
||
typeInfo.vecValue.emplace_back(strOne);
|
||
typeInfo.vecScore.emplace_back(mapLine.at(0).at(j).fScore);
|
||
transSubData.fScoreSum += mapLine.at(0).at(j).fScore;
|
||
}
|
||
|
||
//校验车型是否符合验证
|
||
typeInfo.IsChkFlag = AuthTransNum(transSubData.iBigClassId, strTemp);
|
||
|
||
transSubData.vecTransInfo.emplace_back(typeInfo);
|
||
}
|
||
|
||
//编号
|
||
if (mapLine.find(1) != mapLine.end())
|
||
{
|
||
TransInfo numInfo;
|
||
numInfo.iLine = 1;
|
||
std::string strTemp = "";
|
||
for (auto j = 0; j < mapLine.at(1).size(); j++)
|
||
{
|
||
std::string strOne = vecClassNames_.at(mapLine.at(1).at(j).iClassId);
|
||
//过滤非数字
|
||
if (strOne[0] < '0' || strOne[0] > '9')
|
||
{
|
||
LogWarn << "engineId:" << engineId_ << " " << strOne << " not digit in num";
|
||
continue;
|
||
}
|
||
strTemp += strOne;
|
||
numInfo.vecValue.emplace_back(strOne);
|
||
numInfo.vecScore.emplace_back(mapLine.at(1).at(j).fScore);
|
||
transSubData.fScoreSum += mapLine.at(1).at(j).fScore;
|
||
}
|
||
|
||
//匹配正则表达式
|
||
std::regex reg("^[0-9]{7}$"); //车厢编号,固定7位
|
||
if (std::regex_match(strTemp, reg))
|
||
{
|
||
numInfo.IsChkFlag = true;
|
||
}
|
||
|
||
transSubData.vecTransInfo.emplace_back(numInfo);
|
||
}
|
||
}
|
||
|
||
/**
|
||
* 车头框内容转换
|
||
* inParam : std::map<int, std::vector<SingleData>> &mapLine
|
||
* outParam: TransSubData &transSubData
|
||
* return : N/A
|
||
*/
|
||
void TransTrainEngine::TransHead(TransSubData &transSubData, std::map<int, std::vector<SingleData>> &mapLine)
|
||
{
|
||
//车头型号
|
||
if (mapLine.find(0) != mapLine.end())
|
||
{
|
||
TransInfo typeInfo;
|
||
typeInfo.iLine = 0;
|
||
std::string strTemp = "";
|
||
for (auto j = 0; j < mapLine.at(0).size(); j++)
|
||
{
|
||
strTemp += vecClassNames_.at(mapLine.at(0).at(j).iClassId);
|
||
typeInfo.vecValue.emplace_back(vecClassNames_.at(mapLine.at(0).at(j).iClassId));
|
||
typeInfo.vecScore.emplace_back(mapLine.at(0).at(j).fScore);
|
||
transSubData.fScoreSum += mapLine.at(0).at(j).fScore;
|
||
}
|
||
|
||
//不做结果校验,IsChkFlag默认为true
|
||
typeInfo.IsChkFlag = true;
|
||
transSubData.vecTransInfo.emplace_back(typeInfo);
|
||
}
|
||
|
||
//车头编号
|
||
if (mapLine.find(1) != mapLine.end())
|
||
{
|
||
TransInfo numInfo;
|
||
numInfo.iLine = 1;
|
||
std::string strTemp = "";
|
||
for (auto j = 0; j < mapLine.at(1).size(); j++)
|
||
{
|
||
std::string strOne = vecClassNames_.at(mapLine.at(1).at(j).iClassId);
|
||
//过滤非数字
|
||
if (strOne[0] < '0' || strOne[0] > '9')
|
||
{
|
||
LogWarn << "engineId:" << engineId_ << " " << strOne << " not digit in headnum";
|
||
continue;
|
||
}
|
||
strTemp += strOne;
|
||
numInfo.vecValue.emplace_back(strOne);
|
||
numInfo.vecScore.emplace_back(mapLine.at(1).at(j).fScore);
|
||
transSubData.fScoreSum += mapLine.at(1).at(j).fScore;
|
||
}
|
||
|
||
//不做结果校验,IsChkFlag默认为true
|
||
numInfo.IsChkFlag = true;
|
||
transSubData.vecTransInfo.emplace_back(numInfo);
|
||
}
|
||
}
|
||
|
||
|
||
/**
|
||
* 记录在画面中间位置识别的车号
|
||
* inParam : const TransSubData &transSubData 车号信息
|
||
: const std::shared_ptr<ProcessData> &pProcessData 帧数据
|
||
* outParam: N/A
|
||
* return : N/A
|
||
*/
|
||
void TransTrainEngine::RecordNum(const TransSubData &transSubData, const std::shared_ptr<ProcessData> &pProcessData)
|
||
{
|
||
int iCenterX = transSubData.step1Location.fLTX + (transSubData.step1Location.fRBX - transSubData.step1Location.fLTX) / 2;
|
||
int iImgL = pProcessData->iWidth / 3;
|
||
int iImgR = pProcessData->iWidth / 3 * 2;
|
||
if (iCenterX <= iImgL || iCenterX >= iImgR)
|
||
{
|
||
return;
|
||
}
|
||
|
||
std::string strValue;
|
||
for (size_t i = 0; i < transSubData.vecTransInfo.size(); i++)
|
||
{
|
||
TransInfo transInfo = transSubData.vecTransInfo[i];
|
||
if (transInfo.iLine != 1)
|
||
{
|
||
continue;
|
||
}
|
||
for (size_t j = 0; j < transInfo.vecValue.size(); j++)
|
||
{
|
||
strValue += transInfo.vecValue[j];
|
||
}
|
||
}
|
||
|
||
bool bIntervalFlag = ((int)(pProcessData->iFrameId - mapPreFrameId_[pProcessData->iDataSource]) > iSkipInterval_ * 2);
|
||
if (mapNumInfo_[pProcessData->iDataSource].find(strValue) == mapNumInfo_[pProcessData->iDataSource].end())
|
||
{
|
||
LogDebug << "sourceid:" << pProcessData->iDataSource << " frameid:" << pProcessData->iFrameId << " NUM:" << strValue
|
||
<< " bIntervalFlag:" << bIntervalFlag;
|
||
if (bIntervalFlag)
|
||
{
|
||
mapNumInfo_[pProcessData->iDataSource][strValue] = pProcessData->iFrameId;
|
||
}
|
||
}
|
||
LogDebug << "sourceid:" << pProcessData->iDataSource << " preframeid:" << mapPreFrameId_[pProcessData->iDataSource]
|
||
<< " frameid:" << pProcessData->iFrameId << " mapsize:" << mapNumInfo_[pProcessData->iDataSource].size();
|
||
mapPreFrameId_[pProcessData->iDataSource] = pProcessData->iFrameId;
|
||
}
|
||
|
||
/**
|
||
* 保存中间位置识别车号信息到csv中
|
||
* inParam : std::shared_ptr<Train> pTrain :列车信息
|
||
* outParam:
|
||
* return : true/false
|
||
*/
|
||
bool TransTrainEngine::SaveMiddleNumCsv(const std::vector<pair<string, uint32_t>> &vecNums, const std::shared_ptr<ProcessData> &pProcessData,
|
||
int iSourceId)
|
||
{
|
||
//1. 创建保存路径 (固定路径/YYYY-MM-DD/hh-mm-ss/)
|
||
std::string strTrainPath = strResultPath_ + pProcessData->strTrainDate + "/" + pProcessData->strTrainName + "/";
|
||
if (!MyUtils::getins()->CreateDirPath(strTrainPath))
|
||
{
|
||
LogError << "fail CreateDirPath:" << strTrainPath;
|
||
return false;
|
||
}
|
||
|
||
//2. 保存csv
|
||
std::string strCsvName = pProcessData->strTrainDate + pProcessData->strTrainName + "_" + std::to_string(iSourceId) + ".csv";
|
||
strCsvName = MyUtils::getins()->replace_all_distinct(strCsvName, std::string("-"), std::string(""));
|
||
strTrainPath += strCsvName;
|
||
|
||
try
|
||
{
|
||
// 写文件
|
||
std::ofstream outFile;
|
||
outFile.open(strTrainPath, std::ios::app);
|
||
|
||
outFile << "num" << ',' << "frameid" << std::endl;
|
||
|
||
for (auto iterVec = vecNums.begin(); iterVec != vecNums.end(); iterVec++)
|
||
{
|
||
outFile << iterVec->first << "," << iterVec->second << std::endl;
|
||
}
|
||
outFile.close();
|
||
}
|
||
catch (const std::exception &)
|
||
{
|
||
LogError << "fail open dirPath:" << strTrainPath;
|
||
return false;
|
||
}
|
||
return true;
|
||
}
|
||
|
||
/**
|
||
* push数据到队列,队列满时则休眠一段时间再push
|
||
* inParam : const std::string strPort push的端口
|
||
: const std::shared_ptr<ProcessData> &pProcessData push的数据
|
||
* outParam: N/A
|
||
* return : N/A
|
||
*/
|
||
void TransTrainEngine::PushData(const std::string &strPort, const std::shared_ptr<ProcessData> &pProcessData)
|
||
{
|
||
while (true)
|
||
{
|
||
int iRet = outputQueMap_[strPort]->push(std::static_pointer_cast<void>(pProcessData));
|
||
if (iRet != 0)
|
||
{
|
||
LogDebug << "sourceid:" << pProcessData->iDataSource << " frameid:" << pProcessData->iFrameId << " push fail iRet:" << iRet;
|
||
if (iRet == 2)
|
||
{
|
||
usleep(10000); // 10ms
|
||
continue;
|
||
}
|
||
}
|
||
break;
|
||
}
|
||
}
|
||
|
||
APP_ERROR TransTrainEngine::Process()
|
||
{
|
||
if (!bUseEngine_)
|
||
{
|
||
LogWarn << "engineId_:" << engineId_ << " not use engine";
|
||
return APP_ERR_OK;
|
||
}
|
||
|
||
int iRet = APP_ERR_OK;
|
||
while (!isStop_)
|
||
{
|
||
std::shared_ptr<void> pVoidData0 = nullptr;
|
||
inputQueMap_[strPort0_]->pop(pVoidData0);
|
||
if (nullptr == pVoidData0)
|
||
{
|
||
usleep(1000); //1ms
|
||
continue;
|
||
}
|
||
|
||
std::shared_ptr<ProcessData> pProcessData = std::static_pointer_cast<ProcessData>(pVoidData0);
|
||
//第2步后处理结果
|
||
std::shared_ptr<PostData> pPostData = std::static_pointer_cast<PostData>(pProcessData->pVoidData);
|
||
|
||
//最后一节的最后一帧为整列车的结束
|
||
if (pProcessData->bIsTrainEnd && pProcessData->bIsEnd)
|
||
{
|
||
mapDataSourceIsEnd_[pProcessData->iDataSource] = true;
|
||
}
|
||
|
||
//组织输出数据
|
||
std::shared_ptr<TransData> pTransData = std::make_shared<TransData>();
|
||
for (size_t i = 0; i < pPostData->vecPostSubData.size(); i++)
|
||
{
|
||
PostSubData postSubData = pPostData->vecPostSubData[i];
|
||
|
||
//按字段代号分类
|
||
std::map<int, std::vector<SingleData>> mapLine;
|
||
for (size_t j = 0; j < postSubData.vecSingleData.size(); j++)
|
||
{
|
||
mapLine[postSubData.vecSingleData.at(j).iLine].push_back(postSubData.vecSingleData.at(j));
|
||
}
|
||
|
||
//每一行按x坐标排序
|
||
for (auto it = mapLine.begin(); it != mapLine.end(); it++)
|
||
{
|
||
std::sort(it->second.begin(), it->second.end(), CompareX);
|
||
|
||
std::string strTemp = "";
|
||
for (auto j = 0; j < it->second.size(); j++)
|
||
{
|
||
strTemp += vecClassNames_.at(it->second.at(j).iClassId);
|
||
}
|
||
// LogDebug << "step2 char sourceid:" << pProcessData->iDataSource << " frameid:" << pProcessData->iFrameId
|
||
// << " bigclassId:" << postSubData.iBigClassId << " line:" << it->first << "," << strTemp;
|
||
}
|
||
|
||
TransSubData transSubData;
|
||
transSubData.iBigClassId = postSubData.iBigClassId;
|
||
transSubData.iCarXH = postSubData.iCarXH;
|
||
transSubData.step1Location = postSubData.step1Location;
|
||
//按大类处理
|
||
if(postSubData.iBigClassId == 1)
|
||
{
|
||
TransPro(transSubData, mapLine);
|
||
}
|
||
else if (postSubData.iBigClassId >= 2 && postSubData.iBigClassId <= 6)
|
||
{
|
||
TransNum(transSubData, mapLine);
|
||
RecordNum(transSubData, pProcessData);
|
||
}
|
||
else if(postSubData.iBigClassId == 0)
|
||
{
|
||
TransHead(transSubData, mapLine);
|
||
RecordNum(transSubData, pProcessData);
|
||
}
|
||
else
|
||
{
|
||
continue;
|
||
}
|
||
|
||
pTransData->vecTransSubData.emplace_back(transSubData);
|
||
}
|
||
|
||
//是否全部结束
|
||
bool bAllEnd = true;
|
||
for (auto iter = mapDataSourceIsEnd_.begin(); iter != mapDataSourceIsEnd_.end(); iter++)
|
||
{
|
||
bAllEnd = bAllEnd && iter->second;
|
||
}
|
||
|
||
pProcessData->pVoidData = std::static_pointer_cast<void>(pTransData);
|
||
|
||
LogInfo << " FrameID:" << pProcessData->iFrameId << " 来车时间:" << pProcessData->strTrainName;
|
||
// push端口0,车号属性选优处理
|
||
PushData(strPort0_, pProcessData);
|
||
|
||
if (bAllEnd)
|
||
{
|
||
for(auto iter = mapNumInfo_.begin(); iter != mapNumInfo_.end(); iter++)
|
||
{
|
||
std::vector<pair<string, uint32_t>> vecTemp(iter->second.begin(), iter->second.end());
|
||
sort(vecTemp.begin(), vecTemp.end(), CmpVec); //按帧号排序
|
||
SaveMiddleNumCsv(vecTemp, pProcessData, iter->first);
|
||
|
||
// for(auto iterVec = vecTemp.begin(); iterVec != vecTemp.end(); iterVec++)
|
||
// {
|
||
// LogDebug << "sourceid:" << iter->first << " num:" << iterVec->first << " frameid:" << iterVec->second;
|
||
// }
|
||
}
|
||
//转个json数组发送后面用于比较。(车厢个数和该json数据是否相等,相等则不处理。不相等则挨个比较下。)
|
||
|
||
//初始化参数变量
|
||
InitParam();
|
||
}
|
||
}
|
||
|
||
return APP_ERR_OK;
|
||
}
|