379 lines
11 KiB
C++
379 lines
11 KiB
C++
#include "LandslideAssess.h"
|
||
|
||
#include <QSettings>
|
||
|
||
LandslideAssess::LandslideAssess()
|
||
{
|
||
//ui.setupUi(this);
|
||
}
|
||
|
||
QString LandslideAssess::PannelName()
|
||
{
|
||
return QString::fromLocal8Bit("華窐耀輸");
|
||
}
|
||
|
||
QString LandslideAssess::CategoryName()
|
||
{
|
||
return QString::fromLocal8Bit("華窐耀輸");
|
||
}
|
||
|
||
QString LandslideAssess::EnglishName()
|
||
{
|
||
return QString::fromLocal8Bit("LandslideAssess");
|
||
}
|
||
|
||
QString LandslideAssess::ChineseName()
|
||
{
|
||
return QString::fromLocal8Bit("賦彆丿嘛");
|
||
}
|
||
|
||
QString LandslideAssess::Information()
|
||
{
|
||
return QString::fromLocal8Bit("賦彆丿嘛");
|
||
}
|
||
|
||
QString LandslideAssess::IconPath()
|
||
{
|
||
return QString(":/LandslideAssess/resources/assessment.svg");
|
||
}
|
||
|
||
QWidget* LandslideAssess::CenterWidget()
|
||
{
|
||
QString gdal_path = qApp->applicationDirPath().toLocal8Bit() + "/share/gdal";
|
||
QString pro_lib_path = qApp->applicationDirPath().toLocal8Bit() + "/share/proj";
|
||
qputenv("GDAL_DATA", gdal_path.toLocal8Bit());
|
||
qputenv("PROJ_LIB", pro_lib_path.toLocal8Bit());
|
||
|
||
bool showWin = false;
|
||
if (myWidget == nullptr)
|
||
{
|
||
myWidget = new QDialog();
|
||
showWin = true;
|
||
qDebug() << "new QDialog()";
|
||
}
|
||
else
|
||
{
|
||
qDebug() << "already have myWidget";
|
||
//慾魂敦諳甜枑汔祫階脯
|
||
myWidget->activateWindow();
|
||
myWidget->raise();
|
||
return myWidget;
|
||
}
|
||
ui.setupUi(myWidget);
|
||
|
||
myWidget->setWindowTitle(QString::fromLocal8Bit("賦彆丿嘛"));
|
||
myWidget->setWindowFlags(Qt::CustomizeWindowHint | Qt::WindowCloseButtonHint);
|
||
myWidget->setWindowIcon(QIcon(":/LandslideAssess/resources/assessment.svg"));
|
||
myWidget->setAttribute(Qt::WA_QuitOnClose, false);
|
||
|
||
myWidget->setAttribute(Qt::WA_DeleteOnClose);
|
||
connect(myWidget, &QDialog::destroyed, this, [=] {
|
||
qDebug() << "----Landslide assess window close----";
|
||
|
||
QDir pluginsDir = QDir(qApp->applicationDirPath());
|
||
if (pluginsDir.cd("srsplugins\\SldModel"))
|
||
{
|
||
QString strConfigPath = pluginsDir.absoluteFilePath("sld_config.ini");
|
||
QFile f(strConfigPath);
|
||
if (f.exists())
|
||
{
|
||
WriteConfigPaths(strConfigPath);
|
||
f.close();
|
||
}
|
||
}
|
||
|
||
if (mWorkThread != nullptr)
|
||
{
|
||
mWorkThread->requestInterruption();//ワА盄最笢剿
|
||
mWorkThread->quit();
|
||
mWorkThread->wait();//覃蚚wait綴珂覃蚚finished陓瘍勤茼腔羞滲杅ㄛ硒俴俇傖綴婬厘狟軗
|
||
mWorker->on_cancel();
|
||
mWorkThread = nullptr;//mWorkThread, &QThread::finished, mWorkThread, &QObject::deleteLaterㄛ祥剒猁delete
|
||
mWorker = nullptr;//mWorkThread, &QThread::finished, mWorker, &QObject::deleteLater
|
||
}
|
||
//qDebug() << "--destroyed";
|
||
myWidget->close();
|
||
myWidget = nullptr;
|
||
});
|
||
connect(ui.pbtInDataset, &QPushButton::clicked, this, &LandslideAssess::choosePredictPath);
|
||
connect(ui.pbtInLabel, &QPushButton::clicked, this, &LandslideAssess::chooseLabelPath);
|
||
connect(ui.pbtIndex, &QPushButton::clicked, this, &LandslideAssess::chooseAssessFile);
|
||
connect(ui.pbtInModel, &QPushButton::clicked, this, &LandslideAssess::chooseModelFile);
|
||
connect(ui.pbtResult, &QPushButton::clicked, this, &LandslideAssess::chooseResultPath);
|
||
|
||
connect(ui.pushButton_ok, &QPushButton::clicked, this, &LandslideAssess::readAndStart);
|
||
connect(ui.pushButton_cancel, &QPushButton::clicked, this, &LandslideAssess::pbCancel);
|
||
|
||
ui.progressBar->setTextVisible(true);
|
||
ui.progressBar->setRange(0, 100);
|
||
|
||
ui.pbtInModel->setFocus();
|
||
|
||
QFile qssFile(":/LandslideAssess/LandslideAssess.qss");
|
||
qssFile.open(QFile::ReadOnly); //眕硐黍源宒湖羲
|
||
if (qssFile.isOpen())
|
||
{
|
||
QString qss = QLatin1String(qssFile.readAll());
|
||
myWidget->setStyleSheet(qss);
|
||
qssFile.close();
|
||
}
|
||
else
|
||
qDebug() << "no qssFile";
|
||
|
||
QDir pluginsDir = QDir(qApp->applicationDirPath());
|
||
if (pluginsDir.cd("srsplugins\\SldModel"))
|
||
{
|
||
QString strConfigPath = pluginsDir.absoluteFilePath("sld_config.ini");
|
||
QFile f(strConfigPath);
|
||
if (f.exists())
|
||
{
|
||
ReadConfigHistoryPaths(strConfigPath);
|
||
f.close();
|
||
}
|
||
}
|
||
|
||
if (showWin)
|
||
myWidget->show();
|
||
|
||
return myWidget;
|
||
}
|
||
|
||
void LandslideAssess::startWorkThread()
|
||
{
|
||
if (mWorker != nullptr)
|
||
{
|
||
return;
|
||
}
|
||
mWorkThread = new QThread();
|
||
mWorker = new WorkObject();
|
||
mWorker->moveToThread(mWorkThread);
|
||
connect(mWorkThread, &QThread::finished, mWorkThread, &QObject::deleteLater);
|
||
connect(mWorkThread, &QThread::finished, mWorker, &QObject::deleteLater);
|
||
connect(mWorker, &WorkObject::progress, myWidget, [=](int value) {
|
||
ui.progressBar->setValue(value);
|
||
if (value == 100)
|
||
{
|
||
QString txtDir = ui.lineResult->text() + "/assessment.txt";
|
||
QFile file(txtDir);
|
||
QString outLines = "";
|
||
if (file.open(QIODevice::ReadOnly))
|
||
{
|
||
QTextStream stream(&file);
|
||
// recall 欸隙薹
|
||
// precision 儕<>薹
|
||
// mIoU ⅸ歙蝠甜掀
|
||
// mAP ⅸ歙儕僅歙硉
|
||
// f1_score
|
||
while (!stream.atEnd())
|
||
{
|
||
QString line = stream.readLine();
|
||
//strs.push_back(line);
|
||
if (line.contains("===>mIoU"))
|
||
{
|
||
//===>mIoU:68.45; mAP: 74.92
|
||
line.remove("===>");
|
||
line.replace(QStringLiteral("mAP"), QStringLiteral("ⅸ歙儕僅歙硉mAP"));
|
||
line.replace(QStringLiteral("mIoU"), QStringLiteral("ⅸ歙蝠甜掀mIoU"));
|
||
outLines = outLines + line + "\n";
|
||
}
|
||
else if (line.contains("===>recall"))
|
||
{
|
||
//===>recall:66.62; precision: 51.2
|
||
line.remove("===>");
|
||
line.replace(QStringLiteral("recall"), QStringLiteral("欸隙薹recall"));
|
||
line.replace(QStringLiteral("precision"), QStringLiteral("儕<EFBFBD>薹precision"));
|
||
outLines = outLines + line + "\n";
|
||
}
|
||
else if (line.contains("===>f1_score"))
|
||
{
|
||
//===>f1_score:57.9
|
||
line.remove("===>");
|
||
line.replace(QStringLiteral("f1_score"), QStringLiteral("F1煦杅f1_score"));
|
||
outLines = outLines + line;
|
||
}
|
||
}
|
||
file.close();
|
||
}
|
||
|
||
QMessageBox mess(QMessageBox::Information,
|
||
QString::fromLocal8Bit("丿嘛賦旰"),
|
||
QString::fromLocal8Bit("丿歎賦彆:\n") + txtDir + "\n"
|
||
+ outLines);
|
||
mess.setWindowFlags(Qt::Drawer);
|
||
mess.setStandardButtons(QMessageBox::Yes);
|
||
mess.button(QMessageBox::StandardButton::Yes)->setText(QString::fromLocal8Bit("<EFBFBD>'"));
|
||
int result = mess.exec();
|
||
pbCancel();
|
||
}
|
||
});
|
||
connect(this, &LandslideAssess::startPreAssessment, mWorker, &WorkObject::runAssessWork);
|
||
|
||
mWorkThread->start();
|
||
}
|
||
|
||
void LandslideAssess::ReadConfigHistoryPaths(QString strPath)
|
||
{
|
||
QSettings configIni(strPath, QSettings::IniFormat);
|
||
|
||
//湖羲梓枙峈ㄩ[DemTrain] 腔郪ㄛ黍龰DemTrain怀堤賦彆TrainResult趼僇
|
||
configIni.beginGroup("SldTrain");
|
||
|
||
QString strDemTrainResult = configIni.value("TrainResult").toString();
|
||
QDir srcDir = QDir(strDemTrainResult);
|
||
//載陔丿歎恅璃蹈桶
|
||
if (srcDir.absoluteFilePath("val_list.txt") != "")
|
||
ui.lineIndex->setText(srcDir.absoluteFilePath("val_list.txt"));
|
||
//載陔怀⻌Images
|
||
srcDir = QDir(strDemTrainResult);
|
||
if (srcDir.cd("Images"))
|
||
ui.lineInDataset->setText(srcDir.absolutePath());
|
||
//載陔怀⻌Labels
|
||
srcDir = QDir(strDemTrainResult);
|
||
if (srcDir.cd("Labels"))
|
||
ui.lineInLabel->setText(srcDir.absolutePath());
|
||
|
||
configIni.endGroup();//壽敕郪
|
||
|
||
//湖羲梓枙峈ㄩ[DemAssess] 腔郪ㄛ黍龰AssessResult趼僇
|
||
configIni.beginGroup("SldAssess");
|
||
//載陔丿歎賦彆怀堤
|
||
ui.lineResult->setText(configIni.value("AssessResult").toString());
|
||
|
||
configIni.endGroup();//壽敕郪
|
||
}
|
||
|
||
void LandslideAssess::WriteConfigPaths(QString strPath)
|
||
{
|
||
QSettings configIni(strPath, QSettings::IniFormat);
|
||
configIni.setIniCodec("utf-8");
|
||
//湖羲梓枙峈ㄩ[DemAssess] 腔郪
|
||
configIni.beginGroup("SldAssess");
|
||
|
||
//載陔怀⻌耀倰繚噤
|
||
QString temp = ui.lineResult->text();
|
||
if (temp != "")
|
||
configIni.setValue("AssessResult", temp);
|
||
|
||
configIni.endGroup();//壽敕郪
|
||
}
|
||
|
||
void LandslideAssess::readAndStart()
|
||
{
|
||
QString dirModel = ui.lineInModel->text();
|
||
QString dirIndex = ui.lineIndex->text();
|
||
QString dirLabel = ui.lineInLabel->text();
|
||
QString dirPredict = ui.lineInDataset->text();
|
||
QString dirResult = ui.lineResult->text();
|
||
|
||
ui.progressBar->setValue(0);
|
||
|
||
if (dirLabel == "" || dirPredict == "" || dirIndex == "" || dirModel == "" || dirResult == "")
|
||
{
|
||
QMessageBox mess(QMessageBox::NoIcon, QString::fromLocal8Bit("渣昫"), QString::fromLocal8Bit("ワ潰脤怀⻌繚噤"));
|
||
mess.setWindowFlags(Qt::Drawer);
|
||
int result = mess.exec();
|
||
return;
|
||
}
|
||
if (mWorkThread == nullptr)
|
||
{
|
||
qDebug() << "--startThread";
|
||
startWorkThread();
|
||
}
|
||
emit startPreAssessment(dirModel, dirPredict, dirLabel, dirIndex, dirResult);
|
||
}
|
||
|
||
void LandslideAssess::pbCancel()
|
||
{
|
||
qDebug() << "--pbtCancel";
|
||
delete myWidget;//覃お&QDialog::destroyed
|
||
}
|
||
|
||
void LandslideAssess::choosePredictPath()
|
||
{
|
||
QString dirInDataset = QFileDialog::getExistingDirectory(ui.pbtInDataset, QString::fromLocal8Bit("恁寁怀⻌丿歎恅璃繚噤"), "");
|
||
if (dirInDataset != "")
|
||
ui.lineInDataset->setText(dirInDataset);
|
||
}
|
||
|
||
void LandslideAssess::chooseLabelPath()
|
||
{
|
||
QString dirDom = QFileDialog::getExistingDirectory(ui.pbtInLabel, QString::fromLocal8Bit("恁寁怀⻌梓キ恅璃繚噤"), "");
|
||
if (dirDom != "")
|
||
ui.lineInLabel->setText(dirDom);
|
||
}
|
||
|
||
void LandslideAssess::chooseAssessFile()
|
||
{
|
||
QString dirDom = QFileDialog::getOpenFileName(ui.pbtIndex, QString::fromLocal8Bit("恁寁怀⻌丿嘛恅璃坰竘"), "", "*.txt");
|
||
if (dirDom != "")
|
||
ui.lineIndex->setText(dirDom);
|
||
}
|
||
|
||
void LandslideAssess::chooseModelFile()
|
||
{
|
||
QString fileModel = QFileDialog::getOpenFileName(ui.pbtInModel, QString::fromLocal8Bit("恁寁怀⻌耀倰恅璃"), "", "*.pth");
|
||
if (fileModel != "")
|
||
ui.lineInModel->setText(fileModel);
|
||
}
|
||
|
||
void LandslideAssess::chooseResultPath()
|
||
{
|
||
QString dirResult = QFileDialog::getExistingDirectory(ui.pbtResult, QString::fromLocal8Bit("恁寁丿嘛賦彆怀堤繚噤"), "");
|
||
if (dirResult != "")
|
||
ui.lineResult->setText(dirResult);
|
||
}
|
||
|
||
void WorkObject::runAssessWork(QString model, QString PRE, QString label, QString index, QString result)
|
||
{
|
||
qDebug() << "start work:" << "\npredict: " << PRE << "\nLabel:" << label;
|
||
QFileInfo file(index);
|
||
file.absolutePath();
|
||
assess_txt_path = file.absolutePath() + "/assessment.txt";
|
||
QDir pluginsDir = QDir(qApp->applicationDirPath());
|
||
qDebug() << "----" << pluginsDir.currentPath();
|
||
if (!pluginsDir.cd("models\\envs"))
|
||
{
|
||
qDebug() << "no folder models\\envs";
|
||
return;
|
||
}
|
||
QString exeDirName = pluginsDir.absoluteFilePath("miou_landslide.exe");
|
||
QString model_dir = " --model_dir " + model;
|
||
QString img_data_dir = " --img_data_dir " + PRE + "/";
|
||
QString label_dir = " --label_dir " + label + "/";
|
||
QString val_list = " --val_list " + index;
|
||
QString out_result = " --result_file " + result + "/";
|
||
QString ss = exeDirName + model_dir + img_data_dir + label_dir + val_list + out_result;
|
||
qDebug() << ss;
|
||
QProcess* pProces = new QProcess(this);
|
||
connect(pProces, SIGNAL(readyReadStandardOutput()), this, SLOT(writeAssessTxt()));
|
||
pProces->start(ss);
|
||
|
||
emit progress(2);
|
||
}
|
||
|
||
void WorkObject::writeAssessTxt()
|
||
{
|
||
mProcess = (QProcess*)sender();
|
||
QString output = QString::fromLocal8Bit(mProcess->readAllStandardOutput());
|
||
output.chop(2);
|
||
if (output.toFloat() != 0)
|
||
{
|
||
qDebug() << "process:" << output.toFloat();
|
||
emit progress(output.toFloat());
|
||
}
|
||
else
|
||
qDebug() << "unsolved exe out:" << output;
|
||
}
|
||
|
||
void WorkObject::on_cancel()
|
||
{
|
||
if (mProcess == nullptr)
|
||
qDebug() << "--mProces null";
|
||
else
|
||
{
|
||
QString KillStr = "taskkill /f /im miou_landslide.exe";
|
||
mProcess->startDetached(KillStr);
|
||
qDebug() << "--kill Proces";
|
||
}
|
||
}
|