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36
README.md
36
README.md
@ -33,11 +33,9 @@ But... I've reinvented one...
|
||||
|
||||
It's the **SENSITIVE** image-labeling tool for object detection!
|
||||
|
||||
![image](https://user-images.githubusercontent.com/35001605/143729836-b2ee1188-f829-473f-aff0-d13569b3fc39.png)
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![image](https://user-images.githubusercontent.com/35001605/211553495-66e81a7d-df00-44ca-82e4-966000cddbd1.png)
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||||
![ezgif-5-85c0613befb3](https://user-images.githubusercontent.com/35001605/47693025-3d094900-dc3b-11e8-9d96-ea2f7e37cf7a.gif)
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||||
|
||||
![ezgif-5-c57fe634145b](https://user-images.githubusercontent.com/35001605/47693028-3f6ba300-dc3b-11e8-9e22-70c448d59398.gif)
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||||
https://user-images.githubusercontent.com/35001605/211560039-367f27d7-63ab-4342-824e-9f47f2afbc35.mp4
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||||
|
||||
![cut (2)](https://user-images.githubusercontent.com/35001605/143729909-b2da3669-020a-4769-ab1d-2646dd7bbb6b.gif)
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@ -54,7 +52,7 @@ But... I've reinvented one...
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||||
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||||
### For Windows
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||||
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||||
2. Download [YOLOLabel_20211130_v1.1.1](https://github.com/developer0hye/Yolo_Label/releases/download/v1.1.1/YoloLabel_v1.1.1.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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||||
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||||
3. Unzip
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||||
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@ -62,6 +60,27 @@ But... I've reinvented one...
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||||
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||||
![image](https://user-images.githubusercontent.com/35001605/111152300-e74b5680-85d3-11eb-8df7-178148548c12.png)
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||||
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||||
### For Ubuntu 22.04
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||||
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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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||||
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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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||||
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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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||||
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||||
![image](https://user-images.githubusercontent.com/35001605/212230332-7e62bc50-7440-45c8-afc3-faebc0b31318.png)
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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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![image](https://user-images.githubusercontent.com/35001605/47694149-d20e4100-dc3f-11e8-9d97-fba87a6e1b5a.png)
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![image](https://user-images.githubusercontent.com/35001605/211560758-f119f562-9462-4ebe-86fa-a9c169b18993.png)
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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> ![ezgif-5-f7ee77cd24c3](https://user-images.githubusercontent.com/35001605/47703190-d3049a00-dc62-11e8-846f-5bd91e98bdbc.gif) |
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||||
| `W` | Prev Label <br> ![ezgif-5-ee915c66dad8](https://user-images.githubusercontent.com/35001605/47703191-d39d3080-dc62-11e8-800b-986ec214b80c.gif) |
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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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![ezgif-5-53abf38b3387](https://user-images.githubusercontent.com/35001605/47708528-97bd9780-dc71-11e8-94f1-5ee23776d5fe.gif)
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||||
|
||||
# CONCLUSIONS
|
||||
|
||||
I've reinvented the wheel.
|
||||
|
||||
![dont-reinvent-the-wheel](https://user-images.githubusercontent.com/35001605/47709289-46160c80-dc73-11e8-8ef6-6af3a3c52403.jpg)
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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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|
@ -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;
|
||||
if(m_resized_inputImg.width() != this->width() or m_resized_inputImg.height() != this->height())
|
||||
{
|
||||
m_resized_inputImg = m_inputImg.scaled(this->width(), this->height(),Qt::IgnoreAspectRatio,Qt::SmoothTransformation);
|
||||
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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||||
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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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|
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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;
|
||||
font.setPixelSize(fontSize);
|
||||
font.setBold(true);
|
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painter.setFont(font);
|
||||
|
||||
int penThick = 3;
|
||||
|
||||
@ -164,6 +171,8 @@ void label_img::showImage()
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drawCrossLine(painter, crossLineColor, penThick);
|
||||
drawFocusedObjectBox(painter, Qt::magenta, penThick);
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||||
drawObjectBoxes(painter, penThick);
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if(m_bVisualizeClassName)
|
||||
drawObjectLabels(painter, penThick, fontSize, xMargin, yMargin);
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||||
|
||||
this->setPixmap(QPixmap::fromImage(img));
|
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}
|
||||
@ -279,6 +288,36 @@ void label_img::drawObjectBoxes(QPainter& painter, int thickWidth)
|
||||
}
|
||||
}
|
||||
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||||
void label_img::drawObjectLabels(QPainter& painter, int thickWidth, int fontPixelSize, int xMargin, int yMargin)
|
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{
|
||||
QFontMetrics fontMetrics = painter.fontMetrics();
|
||||
QPen blackPen;
|
||||
|
||||
for(ObjectLabelingBox boundingbox: m_objBoundingBoxes)
|
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{
|
||||
QColor labelColor = m_drawObjectBoxColor.at(boundingbox.label);
|
||||
QRect rectUi = cvtRelativeToAbsoluteRectInUi(boundingbox.box);
|
||||
|
||||
QRect labelRect = fontMetrics.boundingRect(m_objList.at(boundingbox.label));
|
||||
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);
|
||||
} else {
|
||||
labelRect.moveTo(rectUi.topLeft() + QPoint(-thickWidth / 2, 0));
|
||||
labelRect.adjust(0, 0, xMargin * 2, yMargin * 2);
|
||||
}
|
||||
painter.fillRect(labelRect, labelColor);
|
||||
|
||||
if (qGray(m_drawObjectBoxColor.at(boundingbox.label).rgb()) > 120) {
|
||||
blackPen.setColor(QColorConstants::Black);
|
||||
} else {
|
||||
blackPen.setColor(QColorConstants::White);
|
||||
}
|
||||
painter.setPen(blackPen);
|
||||
painter.drawText(labelRect.topLeft() + QPoint(xMargin, yMargin + fontPixelSize), m_objList.at(boundingbox.label));
|
||||
}
|
||||
}
|
||||
|
||||
void label_img::gammaTransform(QImage &image)
|
||||
{
|
||||
uchar* bits = image.bits();
|
||||
|
@ -25,6 +25,7 @@ public:
|
||||
void mouseReleaseEvent(QMouseEvent *ev);
|
||||
|
||||
QVector<QColor> m_drawObjectBoxColor;
|
||||
QStringList m_objList;
|
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|
||||
int m_uiX;
|
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int m_uiY;
|
||||
@ -33,6 +34,7 @@ public:
|
||||
int m_imgY;
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||||
|
||||
bool m_bLabelingStarted;
|
||||
bool m_bVisualizeClassName;
|
||||
|
||||
static QColor BOX_COLORS[10];
|
||||
|
||||
@ -86,6 +88,7 @@ private:
|
||||
void drawCrossLine(QPainter& , QColor , int thickWidth = 3);
|
||||
void drawFocusedObjectBox(QPainter& , Qt::GlobalColor , int thickWidth = 3);
|
||||
void drawObjectBoxes(QPainter& , int thickWidth = 3);
|
||||
void drawObjectLabels(QPainter& , int thickWidth = 3, int fontPixelSize = 14, int xMargin = 5, int yMargin = 2);
|
||||
void gammaTransform(QImage& image);
|
||||
void removeFocusedObjectBox(QPointF);
|
||||
};
|
||||
|
2
main.cpp
2
main.cpp
@ -4,7 +4,7 @@
|
||||
int main(int argc, char *argv[])
|
||||
{
|
||||
QApplication a(argc, argv);
|
||||
MainWindow w(nullptr, argc, argv);
|
||||
MainWindow w;
|
||||
w.show();
|
||||
return a.exec();
|
||||
}
|
||||
|
@ -16,7 +16,7 @@ using std::ofstream;
|
||||
using std::ifstream;
|
||||
using std::string;
|
||||
|
||||
MainWindow::MainWindow(QWidget *parent, int argc, char *argv[]) :
|
||||
MainWindow::MainWindow(QWidget *parent) :
|
||||
QMainWindow(parent),
|
||||
ui(new Ui::MainWindow)
|
||||
{
|
||||
@ -34,15 +34,6 @@ MainWindow::MainWindow(QWidget *parent, int argc, char *argv[]) :
|
||||
connect(new QShortcut(QKeySequence(Qt::Key_Delete), this), SIGNAL(activated()), this, SLOT(remove_img()));
|
||||
|
||||
init_table_widget();
|
||||
|
||||
if(argc == 3)
|
||||
{
|
||||
std::cout << "Dataset Path: " << argv[1] << std::endl;
|
||||
std::cout << "Label List File Path: " << argv[2] << std::endl;
|
||||
open_img_dir(argv[1]);
|
||||
open_obj_file(argv[2]);
|
||||
init();
|
||||
}
|
||||
}
|
||||
|
||||
MainWindow::~MainWindow()
|
||||
@ -207,7 +198,7 @@ void MainWindow::remove_img()
|
||||
}
|
||||
else if( m_imgIndex == m_imgList.size())
|
||||
{
|
||||
m_imgIndex --;
|
||||
m_imgIndex--;
|
||||
}
|
||||
|
||||
goto_img(m_imgIndex);
|
||||
@ -259,6 +250,7 @@ void MainWindow::load_label_list_data(QString qstrLabelListFile)
|
||||
|
||||
ui->label_image->m_drawObjectBoxColor.push_back(labelColor);
|
||||
}
|
||||
ui->label_image->m_objList = m_objList;
|
||||
}
|
||||
}
|
||||
|
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@ -343,33 +335,6 @@ void MainWindow::open_img_dir(bool& ret)
|
||||
}
|
||||
}
|
||||
|
||||
void MainWindow::open_img_dir(char* img_dir)
|
||||
{
|
||||
QString imgDir(img_dir);
|
||||
QDir dir(imgDir);
|
||||
QCollator collator;
|
||||
collator.setNumericMode(true);
|
||||
|
||||
QStringList fileList = dir.entryList(
|
||||
QStringList() << "*.jpg" << "*.JPG" << "*.png" << "*.bmp",
|
||||
QDir::Files);
|
||||
|
||||
std::sort(fileList.begin(), fileList.end(), collator);
|
||||
|
||||
if(fileList.empty())
|
||||
{
|
||||
pjreddie_style_msgBox(QMessageBox::Critical,"Error", "This folder is empty");
|
||||
}
|
||||
else
|
||||
{
|
||||
m_imgDir = imgDir;
|
||||
m_imgList = fileList;
|
||||
|
||||
for(QString& str: m_imgList)
|
||||
str = m_imgDir + "/" + str;
|
||||
}
|
||||
}
|
||||
|
||||
void MainWindow::open_obj_file(bool& ret)
|
||||
{
|
||||
pjreddie_style_msgBox(QMessageBox::Information,"Help", "Step 2. Open Your Label List File(*.txt or *.names)");
|
||||
@ -396,29 +361,6 @@ void MainWindow::open_obj_file(bool& ret)
|
||||
}
|
||||
}
|
||||
|
||||
void MainWindow::open_obj_file(char* file)
|
||||
{
|
||||
QString opened_dir;
|
||||
if(m_imgDir.size() > 0) opened_dir = m_imgDir;
|
||||
else opened_dir = QDir::currentPath();
|
||||
|
||||
QString fileLabelList(file);
|
||||
|
||||
if(fileLabelList.size() == 0)
|
||||
{
|
||||
pjreddie_style_msgBox(QMessageBox::Critical,"Error", "LabelList file is not opened()");
|
||||
}
|
||||
else
|
||||
{
|
||||
load_label_list_data(fileLabelList);
|
||||
}
|
||||
}
|
||||
|
||||
void MainWindow::reupdate_img_list()
|
||||
{
|
||||
|
||||
}
|
||||
|
||||
void MainWindow::wheelEvent(QWheelEvent *ev)
|
||||
{
|
||||
if(ev->angleDelta().y() > 0) // up Wheel
|
||||
@ -533,3 +475,9 @@ void MainWindow::on_horizontalSlider_contrast_sliderMoved(int value)
|
||||
ui->label_image->setContrastGamma(percentageToGamma);
|
||||
ui->label_contrast->setText(QString("Contrast(%) ") + QString::number(int(valueToPercentage * 100.)));
|
||||
}
|
||||
|
||||
void MainWindow::on_checkBox_visualize_class_name_clicked(bool checked)
|
||||
{
|
||||
ui->label_image->m_bVisualizeClassName = checked;
|
||||
ui->label_image->showImage();
|
||||
}
|
||||
|
13
mainwindow.h
13
mainwindow.h
@ -18,15 +18,11 @@ class MainWindow : public QMainWindow
|
||||
Q_OBJECT
|
||||
|
||||
public:
|
||||
explicit MainWindow(QWidget *parent = nullptr, int argc=0, char *argv[]=nullptr);
|
||||
explicit MainWindow(QWidget *parent = nullptr);
|
||||
~MainWindow();
|
||||
|
||||
private slots:
|
||||
void on_pushButton_open_files_clicked();
|
||||
// void on_pushButton_change_dir_clicked();
|
||||
// void on_pushButton_save_clicked();
|
||||
// void on_pushButton_remove_clicked();
|
||||
|
||||
void on_pushButton_prev_clicked();
|
||||
void on_pushButton_next_clicked();
|
||||
|
||||
@ -48,6 +44,8 @@ private slots:
|
||||
|
||||
void on_horizontalSlider_contrast_sliderMoved(int value);
|
||||
|
||||
void on_checkBox_visualize_class_name_clicked(bool checked);
|
||||
|
||||
private:
|
||||
void init();
|
||||
void init_table_widget();
|
||||
@ -71,11 +69,6 @@ private:
|
||||
void open_img_dir(bool&);
|
||||
void open_obj_file(bool&);
|
||||
|
||||
void open_img_dir(char *);
|
||||
void open_obj_file(char *);
|
||||
|
||||
void reupdate_img_list();
|
||||
|
||||
Ui::MainWindow *ui;
|
||||
|
||||
QString m_imgDir;
|
||||
|
@ -57,7 +57,7 @@
|
||||
</size>
|
||||
</property>
|
||||
<layout class="QGridLayout" name="gridLayout">
|
||||
<item row="0" column="0">
|
||||
<item row="3" column="0">
|
||||
<layout class="QHBoxLayout" name="horizontalLayout_5">
|
||||
<item>
|
||||
<layout class="QVBoxLayout" name="verticalLayout">
|
||||
@ -77,6 +77,7 @@
|
||||
</property>
|
||||
<property name="font">
|
||||
<font>
|
||||
<family>Arial</family>
|
||||
<pointsize>18</pointsize>
|
||||
<weight>75</weight>
|
||||
<bold>true</bold>
|
||||
@ -106,7 +107,7 @@ border-color: rgb(0, 255, 255);}
|
||||
<number>3</number>
|
||||
</property>
|
||||
<property name="text">
|
||||
<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>
|
||||
<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>
|
||||
</property>
|
||||
<property name="scaledContents">
|
||||
<bool>true</bool>
|
||||
@ -396,6 +397,9 @@ border-color: rgb(0, 255, 255);</string>
|
||||
<property name="text">
|
||||
<string>Open Files</string>
|
||||
</property>
|
||||
<property name="shortcut">
|
||||
<string>O</string>
|
||||
</property>
|
||||
<property name="autoDefault">
|
||||
<bool>false</bool>
|
||||
</property>
|
||||
@ -575,6 +579,32 @@ QTableView {
|
||||
</item>
|
||||
</layout>
|
||||
</item>
|
||||
<item row="0" column="0">
|
||||
<layout class="QHBoxLayout" name="horizontalLayout_6">
|
||||
<item>
|
||||
<widget class="QCheckBox" name="checkBox_visualize_class_name">
|
||||
<property name="font">
|
||||
<font>
|
||||
<family>Arial</family>
|
||||
<pointsize>12</pointsize>
|
||||
<underline>false</underline>
|
||||
<strikeout>false</strikeout>
|
||||
</font>
|
||||
</property>
|
||||
<property name="styleSheet">
|
||||
<string notr="true">background-color : rgb(0, 0, 17);color : rgb(0, 255, 255);
|
||||
</string>
|
||||
</property>
|
||||
<property name="text">
|
||||
<string>Visualize Class Name</string>
|
||||
</property>
|
||||
<property name="shortcut">
|
||||
<string>V</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
</layout>
|
||||
</item>
|
||||
</layout>
|
||||
</widget>
|
||||
<widget class="QMenuBar" name="menuBar">
|
||||
|
Loading…
Reference in New Issue
Block a user