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36
README.md
36
README.md
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@ -33,11 +33,9 @@ But... I've reinvented one...
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It's the **SENSITIVE** image-labeling tool for object detection!
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https://user-images.githubusercontent.com/35001605/211560039-367f27d7-63ab-4342-824e-9f47f2afbc35.mp4
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@ -54,7 +52,7 @@ But... I've reinvented one...
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### For Windows
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2. Download [YOLOLabel_20211126_v1.0](https://github.com/developer0hye/Yolo_Label/releases/download/v1.0.0/YoloLabel_v1.0.0.zip)
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2. Download [YOLOLabel_v1.2.1.zip](https://github.com/developer0hye/Yolo_Label/releases/download/v1.2.1/YoloLabel_v1.2.1.zip)
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3. Unzip
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@ -62,6 +60,27 @@ But... I've reinvented one...
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### For Ubuntu 22.04
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2. Download [YOLOLabel_v1.2.1.tar](https://github.com/developer0hye/Yolo_Label/releases/download/v1.2.1/YoloLabel_v1.2.1.tar)
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3. Unzip and download libraries
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```
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tar -xvf YoloLabel_v1.2.1.tar
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sudo apt update
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sudo apt-get install -y libgl1-mesa-dev
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sudo apt-get install libxcb-*
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sudo apt-get install libxkb*
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```
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4. Run YoloLabel.sh
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```
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./YoloLabel.sh
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```
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### For macOS
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2. Clone or download the source code of this repository
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@ -94,7 +113,7 @@ yourMacOS:Yolo_Label you$ ./YoloLabel.app/MacOS/YoloLabel
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4. Click the button 'Open Files' and open the folder with the images and the file('*'.names or '*'.txt) with the names of the objects.
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5. And... Label!... Welcome to Hell... I really hate this work in the world.
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@ -128,6 +147,8 @@ To minimize wrist strain when labeling, I adopted the method **"twice left butto
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| `D, Space` | Save and Next Image |
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| `S` | Next Label <br>  |
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| `W` | Prev Label <br>  |
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| `O` | Open Files |
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| `V` | Visualize Calss Name |
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| `Ctrl + S` | Save |
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| `Ctrl + C` | Delete all existing bounding boxes in the image |
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| `Ctrl + D` | Delete current image |
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@ -153,10 +174,13 @@ You can access all image by moving horizontal slider bar. But when you control h
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# CONCLUSIONS
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I've reinvented the wheel.
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# TO DO LISTS
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Upload binary file for easy usage for windows and ubuntu
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deployment for ubuntu
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@ -20,7 +20,7 @@ DEFINES += QT_DEPRECATED_WARNINGS
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# You can also select to disable deprecated APIs only up to a certain version of Qt.
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#DEFINES += QT_DISABLE_DEPRECATED_BEFORE=0x060000 # disables all the APIs deprecated before Qt 6.0.0
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CONFIG += c++11
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CONFIG += c++1z
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SOURCES += \
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main.cpp \
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@ -125,7 +125,8 @@ void label_img::openImage(const QString &qstrImg, bool &ret)
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m_inputImg = img.copy();
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m_inputImg = m_inputImg.convertToFormat(QImage::Format_RGB888);
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m_resized_inputImg = m_inputImg.scaled(this->width(), this->height(),Qt::IgnoreAspectRatio,Qt::SmoothTransformation);
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m_resized_inputImg = m_inputImg.scaled(this->width(), this->height(),Qt::IgnoreAspectRatio,Qt::SmoothTransformation)
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.convertToFormat(QImage::Format_RGB888);
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m_bLabelingStarted = false;
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@ -148,7 +149,8 @@ void label_img::showImage()
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if(m_inputImg.isNull()) return;
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if(m_resized_inputImg.width() != this->width() or m_resized_inputImg.height() != this->height())
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{
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m_resized_inputImg = m_inputImg.scaled(this->width(), this->height(),Qt::IgnoreAspectRatio,Qt::SmoothTransformation);
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m_resized_inputImg = m_inputImg.scaled(this->width(), this->height(),Qt::IgnoreAspectRatio,Qt::SmoothTransformation)
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.convertToFormat(QImage::Format_RGB888);
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}
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QImage img = m_resized_inputImg;
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@ -156,6 +158,11 @@ void label_img::showImage()
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gammaTransform(img);
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QPainter painter(&img);
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QFont font = painter.font();
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int fontSize = 16, xMargin = 5, yMargin = 2;
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font.setPixelSize(fontSize);
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font.setBold(true);
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painter.setFont(font);
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int penThick = 3;
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@ -164,6 +171,8 @@ void label_img::showImage()
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drawCrossLine(painter, crossLineColor, penThick);
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drawFocusedObjectBox(painter, Qt::magenta, penThick);
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drawObjectBoxes(painter, penThick);
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if(m_bVisualizeClassName)
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drawObjectLabels(painter, penThick, fontSize, xMargin, yMargin);
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this->setPixmap(QPixmap::fromImage(img));
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}
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@ -279,6 +288,36 @@ void label_img::drawObjectBoxes(QPainter& painter, int thickWidth)
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}
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}
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void label_img::drawObjectLabels(QPainter& painter, int thickWidth, int fontPixelSize, int xMargin, int yMargin)
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{
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QFontMetrics fontMetrics = painter.fontMetrics();
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QPen blackPen;
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for(ObjectLabelingBox boundingbox: m_objBoundingBoxes)
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{
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QColor labelColor = m_drawObjectBoxColor.at(boundingbox.label);
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QRect rectUi = cvtRelativeToAbsoluteRectInUi(boundingbox.box);
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QRect labelRect = fontMetrics.boundingRect(m_objList.at(boundingbox.label));
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if (rectUi.top() > fontPixelSize + yMargin * 2 + thickWidth + 1) {
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labelRect.moveTo(rectUi.topLeft() + QPoint(-thickWidth / 2, -(fontPixelSize + yMargin * 2 + thickWidth + 1)));
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labelRect.adjust(0, 0, xMargin * 2, yMargin * 2);
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} else {
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labelRect.moveTo(rectUi.topLeft() + QPoint(-thickWidth / 2, 0));
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labelRect.adjust(0, 0, xMargin * 2, yMargin * 2);
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}
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painter.fillRect(labelRect, labelColor);
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if (qGray(m_drawObjectBoxColor.at(boundingbox.label).rgb()) > 120) {
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blackPen.setColor(QColorConstants::Black);
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} else {
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blackPen.setColor(QColorConstants::White);
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}
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painter.setPen(blackPen);
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painter.drawText(labelRect.topLeft() + QPoint(xMargin, yMargin + fontPixelSize), m_objList.at(boundingbox.label));
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}
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}
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void label_img::gammaTransform(QImage &image)
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{
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uchar* bits = image.bits();
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@ -25,6 +25,7 @@ public:
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void mouseReleaseEvent(QMouseEvent *ev);
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QVector<QColor> m_drawObjectBoxColor;
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QStringList m_objList;
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int m_uiX;
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int m_uiY;
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@ -33,6 +34,7 @@ public:
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int m_imgY;
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bool m_bLabelingStarted;
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bool m_bVisualizeClassName;
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static QColor BOX_COLORS[10];
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@ -86,6 +88,7 @@ private:
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void drawCrossLine(QPainter& , QColor , int thickWidth = 3);
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void drawFocusedObjectBox(QPainter& , Qt::GlobalColor , int thickWidth = 3);
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void drawObjectBoxes(QPainter& , int thickWidth = 3);
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void drawObjectLabels(QPainter& , int thickWidth = 3, int fontPixelSize = 14, int xMargin = 5, int yMargin = 2);
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void gammaTransform(QImage& image);
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void removeFocusedObjectBox(QPointF);
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};
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@ -8,6 +8,7 @@
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#include <QShortcut>
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#include <QCollator>
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#include <iomanip>
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#include <cmath>
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using std::cout;
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using std::endl;
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@ -197,7 +198,7 @@ void MainWindow::remove_img()
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}
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else if( m_imgIndex == m_imgList.size())
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{
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m_imgIndex --;
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m_imgIndex--;
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}
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goto_img(m_imgIndex);
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@ -249,6 +250,7 @@ void MainWindow::load_label_list_data(QString qstrLabelListFile)
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ui->label_image->m_drawObjectBoxColor.push_back(labelColor);
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}
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ui->label_image->m_objList = m_objList;
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}
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}
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@ -359,11 +361,6 @@ void MainWindow::open_obj_file(bool& ret)
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}
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}
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void MainWindow::reupdate_img_list()
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{
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}
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void MainWindow::wheelEvent(QWheelEvent *ev)
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{
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if(ev->angleDelta().y() > 0) // up Wheel
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@ -473,8 +470,14 @@ void MainWindow::init_table_widget()
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void MainWindow::on_horizontalSlider_contrast_sliderMoved(int value)
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{
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float valueToPercentage = float(value)/ui->horizontalSlider_contrast->maximum(); //[0, 1.0]
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float percentageToGamma = pow(1/(valueToPercentage + 0.5), 7.);
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float percentageToGamma = std::pow(1/(valueToPercentage + 0.5), 7.);
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ui->label_image->setContrastGamma(percentageToGamma);
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ui->label_contrast->setText(QString("Contrast(%) ") + QString::number(int(valueToPercentage * 100.)));
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}
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void MainWindow::on_checkBox_visualize_class_name_clicked(bool checked)
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{
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ui->label_image->m_bVisualizeClassName = checked;
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ui->label_image->showImage();
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}
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@ -23,10 +23,6 @@ public:
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private slots:
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void on_pushButton_open_files_clicked();
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// void on_pushButton_change_dir_clicked();
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// void on_pushButton_save_clicked();
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// void on_pushButton_remove_clicked();
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void on_pushButton_prev_clicked();
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void on_pushButton_next_clicked();
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@ -48,6 +44,8 @@ private slots:
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void on_horizontalSlider_contrast_sliderMoved(int value);
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void on_checkBox_visualize_class_name_clicked(bool checked);
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private:
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void init();
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void init_table_widget();
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@ -71,8 +69,6 @@ private:
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void open_img_dir(bool&);
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void open_obj_file(bool&);
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void reupdate_img_list();
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Ui::MainWindow *ui;
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QString m_imgDir;
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@ -57,7 +57,7 @@
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</size>
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</property>
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<layout class="QGridLayout" name="gridLayout">
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<item row="0" column="0">
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<item row="3" column="0">
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<layout class="QHBoxLayout" name="horizontalLayout_5">
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<item>
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<layout class="QVBoxLayout" name="verticalLayout">
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@ -77,6 +77,7 @@
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</property>
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<property name="font">
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<font>
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<family>Arial</family>
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<pointsize>18</pointsize>
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<weight>75</weight>
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<bold>true</bold>
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@ -106,7 +107,7 @@ border-color: rgb(0, 255, 255);}
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<number>3</number>
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</property>
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<property name="text">
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<string><html><head/><body><p>Open a Dataset Directory...</p><p>D: Next Image</p><p>A: Prev Image</p><p><br/>Ctrl + S: Save</p><p>Ctrl + D: Delete an Image<br/></p></body></html></string>
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<string><html><head/><body><p>Open a Dataset Directory...</p><p>D: Next Image</p><p>A: Prev Image</p><p>S: Next Class</p><p>W: Prev Class</p><p>V: Visualize Class Name</p><p>O: Open Files<br/>Ctrl + S: Save</p><p>Ctrl + D: Delete an Image<br/></p></body></html></string>
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</property>
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<property name="scaledContents">
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<bool>true</bool>
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@ -396,6 +397,9 @@ border-color: rgb(0, 255, 255);</string>
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<property name="text">
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<string>Open Files</string>
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</property>
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<property name="shortcut">
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<string>O</string>
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</property>
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<property name="autoDefault">
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<bool>false</bool>
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</property>
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@ -575,6 +579,32 @@ QTableView {
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</item>
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</layout>
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</item>
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<item row="0" column="0">
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<layout class="QHBoxLayout" name="horizontalLayout_6">
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<item>
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<widget class="QCheckBox" name="checkBox_visualize_class_name">
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<property name="font">
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<font>
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<family>Arial</family>
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<pointsize>12</pointsize>
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<underline>false</underline>
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<strikeout>false</strikeout>
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</font>
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</property>
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<property name="styleSheet">
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<string notr="true">background-color : rgb(0, 0, 17);color : rgb(0, 255, 255);
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</string>
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</property>
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<property name="text">
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<string>Visualize Class Name</string>
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</property>
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<property name="shortcut">
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<string>V</string>
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</property>
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</widget>
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</item>
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</layout>
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</item>
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</layout>
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</widget>
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<widget class="QMenuBar" name="menuBar">
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Loading…
Reference in New Issue
Block a user