Compare commits

..

1 Commits

Author SHA1 Message Date
Yonghye Kwon
520e6f8815 command yolo-label 2022-08-29 22:52:31 +09:00
7 changed files with 82 additions and 119 deletions

View File

@ -33,9 +33,11 @@ But... I've reinvented one...
It's the **SENSITIVE** image-labeling tool for object detection! It's the **SENSITIVE** image-labeling tool for object detection!
![image](https://user-images.githubusercontent.com/35001605/211553495-66e81a7d-df00-44ca-82e4-966000cddbd1.png) ![image](https://user-images.githubusercontent.com/35001605/143729836-b2ee1188-f829-473f-aff0-d13569b3fc39.png)
https://user-images.githubusercontent.com/35001605/211560039-367f27d7-63ab-4342-824e-9f47f2afbc35.mp4 ![ezgif-5-85c0613befb3](https://user-images.githubusercontent.com/35001605/47693025-3d094900-dc3b-11e8-9d96-ea2f7e37cf7a.gif)
![ezgif-5-c57fe634145b](https://user-images.githubusercontent.com/35001605/47693028-3f6ba300-dc3b-11e8-9e22-70c448d59398.gif)
![cut (2)](https://user-images.githubusercontent.com/35001605/143729909-b2da3669-020a-4769-ab1d-2646dd7bbb6b.gif) ![cut (2)](https://user-images.githubusercontent.com/35001605/143729909-b2da3669-020a-4769-ab1d-2646dd7bbb6b.gif)
@ -52,7 +54,7 @@ https://user-images.githubusercontent.com/35001605/211560039-367f27d7-63ab-4342-
### For Windows ### For Windows
2. Download [YOLOLabel_v1.2.1.zip](https://github.com/developer0hye/Yolo_Label/releases/download/v1.2.1/YoloLabel_v1.2.1.zip) 2. Download [YOLOLabel_20211130_v1.1.1](https://github.com/developer0hye/Yolo_Label/releases/download/v1.1.1/YoloLabel_v1.1.1.zip)
3. Unzip 3. Unzip
@ -60,27 +62,6 @@ https://user-images.githubusercontent.com/35001605/211560039-367f27d7-63ab-4342-
![image](https://user-images.githubusercontent.com/35001605/111152300-e74b5680-85d3-11eb-8df7-178148548c12.png) ![image](https://user-images.githubusercontent.com/35001605/111152300-e74b5680-85d3-11eb-8df7-178148548c12.png)
### For Ubuntu 22.04
2. Download [YOLOLabel_v1.2.1.tar](https://github.com/developer0hye/Yolo_Label/releases/download/v1.2.1/YoloLabel_v1.2.1.tar)
3. Unzip and download libraries
```
tar -xvf YoloLabel_v1.2.1.tar
sudo apt update
sudo apt-get install -y libgl1-mesa-dev
sudo apt-get install libxcb-*
sudo apt-get install libxkb*
```
4. Run YoloLabel.sh
```
./YoloLabel.sh
```
![image](https://user-images.githubusercontent.com/35001605/212230332-7e62bc50-7440-45c8-afc3-faebc0b31318.png)
### For macOS ### For macOS
2. Clone or download the source code of this repository 2. Clone or download the source code of this repository
@ -113,7 +94,7 @@ yourMacOS:Yolo_Label you$ ./YoloLabel.app/MacOS/YoloLabel
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. 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.
![image](https://user-images.githubusercontent.com/35001605/211560758-f119f562-9462-4ebe-86fa-a9c169b18993.png) ![image](https://user-images.githubusercontent.com/35001605/47694149-d20e4100-dc3f-11e8-9d97-fba87a6e1b5a.png)
5. And... Label!... Welcome to Hell... I really hate this work in the world. 5. And... Label!... Welcome to Hell... I really hate this work in the world.
@ -147,8 +128,6 @@ To minimize wrist strain when labeling, I adopted the method **"twice left butto
| `D, Space` | Save and Next Image | | `D, Space` | Save and Next Image |
| `S` | Next Label <br> ![ezgif-5-f7ee77cd24c3](https://user-images.githubusercontent.com/35001605/47703190-d3049a00-dc62-11e8-846f-5bd91e98bdbc.gif) | | `S` | Next Label <br> ![ezgif-5-f7ee77cd24c3](https://user-images.githubusercontent.com/35001605/47703190-d3049a00-dc62-11e8-846f-5bd91e98bdbc.gif) |
| `W` | Prev Label <br> ![ezgif-5-ee915c66dad8](https://user-images.githubusercontent.com/35001605/47703191-d39d3080-dc62-11e8-800b-986ec214b80c.gif) | | `W` | Prev Label <br> ![ezgif-5-ee915c66dad8](https://user-images.githubusercontent.com/35001605/47703191-d39d3080-dc62-11e8-800b-986ec214b80c.gif) |
| `O` | Open Files |
| `V` | Visualize Calss Name |
| `Ctrl + S` | Save | | `Ctrl + S` | Save |
| `Ctrl + C` | Delete all existing bounding boxes in the image | | `Ctrl + C` | Delete all existing bounding boxes in the image |
| `Ctrl + D` | Delete current image | | `Ctrl + D` | Delete current image |
@ -174,13 +153,10 @@ You can access all image by moving horizontal slider bar. But when you control h
![ezgif-5-53abf38b3387](https://user-images.githubusercontent.com/35001605/47708528-97bd9780-dc71-11e8-94f1-5ee23776d5fe.gif) ![ezgif-5-53abf38b3387](https://user-images.githubusercontent.com/35001605/47708528-97bd9780-dc71-11e8-94f1-5ee23776d5fe.gif)
# CONCLUSIONS # CONCLUSIONS
I've reinvented the wheel. I've reinvented the wheel.
![dont-reinvent-the-wheel](https://user-images.githubusercontent.com/35001605/47709289-46160c80-dc73-11e8-8ef6-6af3a3c52403.jpg) ![dont-reinvent-the-wheel](https://user-images.githubusercontent.com/35001605/47709289-46160c80-dc73-11e8-8ef6-6af3a3c52403.jpg)
# TO DO LISTS # TO DO LISTS
Upload binary file for easy usage for windows and ubuntu Upload binary file for easy usage for windows and ubuntu
deployment for ubuntu deployment for ubuntu

View File

@ -125,8 +125,7 @@ void label_img::openImage(const QString &qstrImg, bool &ret)
m_inputImg = img.copy(); m_inputImg = img.copy();
m_inputImg = m_inputImg.convertToFormat(QImage::Format_RGB888); m_inputImg = m_inputImg.convertToFormat(QImage::Format_RGB888);
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);
.convertToFormat(QImage::Format_RGB888);
m_bLabelingStarted = false; m_bLabelingStarted = false;
@ -149,8 +148,7 @@ void label_img::showImage()
if(m_inputImg.isNull()) return; if(m_inputImg.isNull()) return;
if(m_resized_inputImg.width() != this->width() or m_resized_inputImg.height() != this->height()) 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);
.convertToFormat(QImage::Format_RGB888);
} }
QImage img = m_resized_inputImg; QImage img = m_resized_inputImg;
@ -158,11 +156,6 @@ void label_img::showImage()
gammaTransform(img); gammaTransform(img);
QPainter painter(&img); QPainter painter(&img);
QFont font = painter.font();
int fontSize = 16, xMargin = 5, yMargin = 2;
font.setPixelSize(fontSize);
font.setBold(true);
painter.setFont(font);
int penThick = 3; int penThick = 3;
@ -171,8 +164,6 @@ void label_img::showImage()
drawCrossLine(painter, crossLineColor, penThick); drawCrossLine(painter, crossLineColor, penThick);
drawFocusedObjectBox(painter, Qt::magenta, penThick); drawFocusedObjectBox(painter, Qt::magenta, penThick);
drawObjectBoxes(painter, penThick); drawObjectBoxes(painter, penThick);
if(m_bVisualizeClassName)
drawObjectLabels(painter, penThick, fontSize, xMargin, yMargin);
this->setPixmap(QPixmap::fromImage(img)); this->setPixmap(QPixmap::fromImage(img));
} }
@ -288,36 +279,6 @@ void label_img::drawObjectBoxes(QPainter& painter, int thickWidth)
} }
} }
void label_img::drawObjectLabels(QPainter& painter, int thickWidth, int fontPixelSize, int xMargin, int yMargin)
{
QFontMetrics fontMetrics = painter.fontMetrics();
QPen blackPen;
for(ObjectLabelingBox boundingbox: m_objBoundingBoxes)
{
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) {
labelRect.moveTo(rectUi.topLeft() + QPoint(-thickWidth / 2, -(fontPixelSize + yMargin * 2 + thickWidth + 1)));
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) void label_img::gammaTransform(QImage &image)
{ {
uchar* bits = image.bits(); uchar* bits = image.bits();

View File

@ -25,7 +25,6 @@ public:
void mouseReleaseEvent(QMouseEvent *ev); void mouseReleaseEvent(QMouseEvent *ev);
QVector<QColor> m_drawObjectBoxColor; QVector<QColor> m_drawObjectBoxColor;
QStringList m_objList;
int m_uiX; int m_uiX;
int m_uiY; int m_uiY;
@ -34,7 +33,6 @@ public:
int m_imgY; int m_imgY;
bool m_bLabelingStarted; bool m_bLabelingStarted;
bool m_bVisualizeClassName;
static QColor BOX_COLORS[10]; static QColor BOX_COLORS[10];
@ -88,7 +86,6 @@ private:
void drawCrossLine(QPainter& , QColor , int thickWidth = 3); void drawCrossLine(QPainter& , QColor , int thickWidth = 3);
void drawFocusedObjectBox(QPainter& , Qt::GlobalColor , int thickWidth = 3); void drawFocusedObjectBox(QPainter& , Qt::GlobalColor , int thickWidth = 3);
void drawObjectBoxes(QPainter& , 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 gammaTransform(QImage& image);
void removeFocusedObjectBox(QPointF); void removeFocusedObjectBox(QPointF);
}; };

View File

@ -4,7 +4,7 @@
int main(int argc, char *argv[]) int main(int argc, char *argv[])
{ {
QApplication a(argc, argv); QApplication a(argc, argv);
MainWindow w; MainWindow w(nullptr, argc, argv);
w.show(); w.show();
return a.exec(); return a.exec();
} }

View File

@ -16,7 +16,7 @@ using std::ofstream;
using std::ifstream; using std::ifstream;
using std::string; using std::string;
MainWindow::MainWindow(QWidget *parent) : MainWindow::MainWindow(QWidget *parent, int argc, char *argv[]) :
QMainWindow(parent), QMainWindow(parent),
ui(new Ui::MainWindow) ui(new Ui::MainWindow)
{ {
@ -34,6 +34,15 @@ MainWindow::MainWindow(QWidget *parent) :
connect(new QShortcut(QKeySequence(Qt::Key_Delete), this), SIGNAL(activated()), this, SLOT(remove_img())); connect(new QShortcut(QKeySequence(Qt::Key_Delete), this), SIGNAL(activated()), this, SLOT(remove_img()));
init_table_widget(); 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() MainWindow::~MainWindow()
@ -198,7 +207,7 @@ void MainWindow::remove_img()
} }
else if( m_imgIndex == m_imgList.size()) else if( m_imgIndex == m_imgList.size())
{ {
m_imgIndex--; m_imgIndex --;
} }
goto_img(m_imgIndex); goto_img(m_imgIndex);
@ -250,7 +259,6 @@ void MainWindow::load_label_list_data(QString qstrLabelListFile)
ui->label_image->m_drawObjectBoxColor.push_back(labelColor); ui->label_image->m_drawObjectBoxColor.push_back(labelColor);
} }
ui->label_image->m_objList = m_objList;
} }
} }
@ -335,6 +343,33 @@ 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) void MainWindow::open_obj_file(bool& ret)
{ {
pjreddie_style_msgBox(QMessageBox::Information,"Help", "Step 2. Open Your Label List File(*.txt or *.names)"); pjreddie_style_msgBox(QMessageBox::Information,"Help", "Step 2. Open Your Label List File(*.txt or *.names)");
@ -361,6 +396,29 @@ 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) void MainWindow::wheelEvent(QWheelEvent *ev)
{ {
if(ev->angleDelta().y() > 0) // up Wheel if(ev->angleDelta().y() > 0) // up Wheel
@ -475,9 +533,3 @@ void MainWindow::on_horizontalSlider_contrast_sliderMoved(int value)
ui->label_image->setContrastGamma(percentageToGamma); ui->label_image->setContrastGamma(percentageToGamma);
ui->label_contrast->setText(QString("Contrast(%) ") + QString::number(int(valueToPercentage * 100.))); 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();
}

View File

@ -18,11 +18,15 @@ class MainWindow : public QMainWindow
Q_OBJECT Q_OBJECT
public: public:
explicit MainWindow(QWidget *parent = nullptr); explicit MainWindow(QWidget *parent = nullptr, int argc=0, char *argv[]=nullptr);
~MainWindow(); ~MainWindow();
private slots: private slots:
void on_pushButton_open_files_clicked(); 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_prev_clicked();
void on_pushButton_next_clicked(); void on_pushButton_next_clicked();
@ -44,8 +48,6 @@ private slots:
void on_horizontalSlider_contrast_sliderMoved(int value); void on_horizontalSlider_contrast_sliderMoved(int value);
void on_checkBox_visualize_class_name_clicked(bool checked);
private: private:
void init(); void init();
void init_table_widget(); void init_table_widget();
@ -69,6 +71,11 @@ private:
void open_img_dir(bool&); void open_img_dir(bool&);
void open_obj_file(bool&); void open_obj_file(bool&);
void open_img_dir(char *);
void open_obj_file(char *);
void reupdate_img_list();
Ui::MainWindow *ui; Ui::MainWindow *ui;
QString m_imgDir; QString m_imgDir;

View File

@ -57,7 +57,7 @@
</size> </size>
</property> </property>
<layout class="QGridLayout" name="gridLayout"> <layout class="QGridLayout" name="gridLayout">
<item row="3" column="0"> <item row="0" column="0">
<layout class="QHBoxLayout" name="horizontalLayout_5"> <layout class="QHBoxLayout" name="horizontalLayout_5">
<item> <item>
<layout class="QVBoxLayout" name="verticalLayout"> <layout class="QVBoxLayout" name="verticalLayout">
@ -77,7 +77,6 @@
</property> </property>
<property name="font"> <property name="font">
<font> <font>
<family>Arial</family>
<pointsize>18</pointsize> <pointsize>18</pointsize>
<weight>75</weight> <weight>75</weight>
<bold>true</bold> <bold>true</bold>
@ -107,7 +106,7 @@ border-color: rgb(0, 255, 255);}
<number>3</number> <number>3</number>
</property> </property>
<property name="text"> <property name="text">
<string>&lt;html&gt;&lt;head/&gt;&lt;body&gt;&lt;p&gt;Open a Dataset Directory...&lt;/p&gt;&lt;p&gt;D: Next Image&lt;/p&gt;&lt;p&gt;A: Prev Image&lt;/p&gt;&lt;p&gt;S: Next Class&lt;/p&gt;&lt;p&gt;W: Prev Class&lt;/p&gt;&lt;p&gt;V: Visualize Class Name&lt;/p&gt;&lt;p&gt;O: Open Files&lt;br/&gt;Ctrl + S: Save&lt;/p&gt;&lt;p&gt;Ctrl + D: Delete an Image&lt;br/&gt;&lt;/p&gt;&lt;/body&gt;&lt;/html&gt;</string> <string>&lt;html&gt;&lt;head/&gt;&lt;body&gt;&lt;p&gt;Open a Dataset Directory...&lt;/p&gt;&lt;p&gt;D: Next Image&lt;/p&gt;&lt;p&gt;A: Prev Image&lt;/p&gt;&lt;p&gt;&lt;br/&gt;Ctrl + S: Save&lt;/p&gt;&lt;p&gt;Ctrl + D: Delete an Image&lt;br/&gt;&lt;/p&gt;&lt;/body&gt;&lt;/html&gt;</string>
</property> </property>
<property name="scaledContents"> <property name="scaledContents">
<bool>true</bool> <bool>true</bool>
@ -397,9 +396,6 @@ border-color: rgb(0, 255, 255);</string>
<property name="text"> <property name="text">
<string>Open Files</string> <string>Open Files</string>
</property> </property>
<property name="shortcut">
<string>O</string>
</property>
<property name="autoDefault"> <property name="autoDefault">
<bool>false</bool> <bool>false</bool>
</property> </property>
@ -579,32 +575,6 @@ QTableView {
</item> </item>
</layout> </layout>
</item> </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> </layout>
</widget> </widget>
<widget class="QMenuBar" name="menuBar"> <widget class="QMenuBar" name="menuBar">