diff --git a/app/CMakeLists.txt b/app/CMakeLists.txt
index 9fbe2b8..af4aa9b 100644
--- a/app/CMakeLists.txt
+++ b/app/CMakeLists.txt
@@ -3,3 +3,6 @@ add_subdirectory(br)
 
 # Build examples/tests
 add_subdirectory(examples)
+
+# Build OpenBR GUI application
+add_subdirectory(OpenBR)
diff --git a/app/OpenBR/CMakeLists.txt b/app/OpenBR/CMakeLists.txt
new file mode 100644
index 0000000..7f463a8
--- /dev/null
+++ b/app/OpenBR/CMakeLists.txt
@@ -0,0 +1,4 @@
+add_executable(OpenBR OpenBR.cpp)
+qt5_use_modules(OpenBR ${QT_DEPENDENCIES})
+target_link_libraries(OpenBR openbr ${BR_THIRDPARTY_LIBS})
+install(TARGETS OpenBR RUNTIME DESTINATION bin)
diff --git a/app/OpenBR/OpenBR.cpp b/app/OpenBR/OpenBR.cpp
new file mode 100644
index 0000000..282e173
--- /dev/null
+++ b/app/OpenBR/OpenBR.cpp
@@ -0,0 +1,18 @@
+#include <QApplication>
+#include <QMainWindow>
+#include <openbr/openbr_plugin.h>
+
+int main(int argc, char *argv[])
+{
+    QApplication application(argc, argv);
+    br::Context::initialize(argc, argv);
+
+    QMainWindow mainWindow;
+    mainWindow.setWindowIcon(QIcon(":/openbr.png"));
+    mainWindow.setWindowTitle("OpenBR");
+    mainWindow.show();
+
+    const int result = application.exec();
+    br::Context::finalize();
+    return result;
+}
diff --git a/openbr/CMakeLists.txt b/openbr/CMakeLists.txt
index e343c83..bc9b2b5 100644
--- a/openbr/CMakeLists.txt
+++ b/openbr/CMakeLists.txt
@@ -10,7 +10,7 @@ include(plugins/plugins.cmake)
 # Optional GUI module
 if(NOT ${BR_EMBEDDED})
   aux_source_directory(gui BR_GUI)
-  qt5_add_resources(BR_ICONS icons/icons.qrc)
+  qt5_add_resources(BR_ICONS ../share/openbr/icons.qrc)
   file(GLOB HEADERS ${CMAKE_CURRENT_SOURCE_DIR}/gui/*.h)
   install(FILES ${HEADERS} DESTINATION include/openbr/gui)
 endif()
diff --git a/openbr/icons/glyphicons_190_circle_plus@2x.png b/openbr/icons/glyphicons_190_circle_plus@2x.png
deleted file mode 100644
index e026a41..0000000
--- a/openbr/icons/glyphicons_190_circle_plus@2x.png
+++ /dev/null
diff --git a/openbr/icons/openbr.icns b/openbr/icons/openbr.icns
deleted file mode 100644
index df9b60d..0000000
--- a/openbr/icons/openbr.icns
+++ /dev/null
diff --git a/openbr/icons/openbr.ico b/openbr/icons/openbr.ico
deleted file mode 100644
index 16d0121..0000000
--- a/openbr/icons/openbr.ico
+++ /dev/null
diff --git a/openbr/icons/openbr.png b/openbr/icons/openbr.png
deleted file mode 100644
index ea6ac53..0000000
--- a/openbr/icons/openbr.png
+++ /dev/null
diff --git a/openbr/icons/icons.qrc b/share/openbr/icons.qrc
index 7fb3fed..e4667ae 100644
--- a/openbr/icons/icons.qrc
+++ b/share/openbr/icons.qrc
@@ -1,8 +1,5 @@
 <RCC>
     <qresource prefix="/">
-        <file>glyphicons_190_circle_plus@2x.png</file>
-        <file>openbr.icns</file>
-        <file>openbr.ico</file>
         <file>openbr.png</file>
     </qresource>
 </RCC>