diff --git a/README.rst b/README.rst
index f422bfa7..be122ac5 100644
--- a/README.rst
+++ b/README.rst
@@ -84,6 +84,22 @@ Python 3 + Qt5 (Works on macOS High Sierra)
     python labelImg.py
     python  labelImg.py [IMAGE_PATH] [PRE-DEFINED CLASS FILE]
 
+*NEW* Python 3 Virtualenv + Binary
+This avoids a lot of the QT / Python version issues,
+and gives you a nice .app file with a new SVG Icon
+in your /Applications folder.
+
+.. code::
+    
+    brew install python3
+    pip install pipenv
+    pipenv --three
+    pipenv shell
+    pip install pyqt5 lxml
+    make qt5py3
+    rm -rf build dist
+    python setup.py py2app
+    cp -rf dist/labelImg.app /Applications
 
 Windows
 ^^^^^^^
@@ -239,3 +255,5 @@ Related
    download image, create a label text for machine learning, etc
 2. `Use Docker to run labelImg <https://hub.docker.com/r/tzutalin/py2qt4>`__
 3. `Generating the PASCAL VOC TFRecord files <https://github.com/tensorflow/models/blob/4f32535fe7040bb1e429ad0e3c948a492a89482d/research/object_detection/g3doc/preparing_inputs.md#generating-the-pascal-voc-tfrecord-files>`__
+4. `App Icon based on Icon by Nick Roach (GPL)` <https://www.elegantthemes.com/> <https://www.iconfinder.com/icons/1054978/shop_tag_icon> __
+
diff --git a/icons/app.icns b/icons/app.icns
new file mode 100644
index 00000000..3cfa8ed3
Binary files /dev/null and b/icons/app.icns differ
diff --git a/icons/app.png b/icons/app.png
new file mode 100644
index 00000000..94345add
Binary files /dev/null and b/icons/app.png differ
diff --git a/icons/app.svg b/icons/app.svg
new file mode 100644
index 00000000..bcb03e3b
--- /dev/null
+++ b/icons/app.svg
@@ -0,0 +1,19 @@
+<svg width="64" height="64" xmlns="http://www.w3.org/2000/svg">
+ <defs>
+  <filter id="svg_10_blur">
+   <feGaussianBlur stdDeviation="0" in="SourceGraphic"/>
+  </filter>
+ </defs>
+ <g>
+  <title>background</title>
+  <rect fill="none" id="canvas_background" height="402" width="582" y="-1" x="-1"/>
+ </g>
+ <g>
+  <title>Layer 1</title>
+  <g stroke="null" id="svg_19">
+   <path stroke="null" opacity="0.2" id="svg_5" fill="#231F20" d="m58.941458,5.713441c-0.033833,0 -0.067666,0 -0.103037,0c-0.030757,0 -0.056901,-0.003076 -0.087658,0l-23.846159,0c-0.579776,0.026144 -1.900803,0.933485 -2.071506,1.104188l-27.895362,27.904589c-1.479428,1.479428 -1.479428,3.878499 0,5.357927l21.41633,21.425557c0.744327,0.739714 1.711645,1.107264 2.678964,1.107264c0.967318,0 1.937712,-0.36755 2.677426,-1.107264l27.893824,-27.904589c0.170703,-0.170703 1.122643,-1.342558 1.122643,-2.071506l0,-23.933817c0.053825,-1.058052 -0.747403,-1.882349 -1.785463,-1.882349zm-5.900794,10.763528c-1.697805,0 -3.075733,-1.377928 -3.075733,-3.075733s1.377928,-3.075733 3.075733,-3.075733s3.075733,1.377928 3.075733,3.075733s-1.377928,3.075733 -3.075733,3.075733z"/>
+   <path stroke="#00bf00" id="svg_8" fill="#2e6fd1" d="m58.941458,2.637708c-0.033833,0 -0.067666,0 -0.103037,0c-0.030757,0 -0.056901,-0.003076 -0.087658,0l-23.846159,0c-0.579776,0.026144 -1.900803,0.933485 -2.071506,1.104188l-27.895362,27.904589c-1.479428,1.479428 -1.479428,3.878499 0,5.357927l21.41633,21.425557c0.744327,0.739714 1.711645,1.107264 2.678964,1.107264c0.967318,0 1.937712,-0.36755 2.677426,-1.107264l27.893824,-27.904589c0.170703,-0.170703 1.122643,-1.342558 1.122643,-2.071506l0,-23.933817c0.053825,-1.058052 -0.747403,-1.882349 -1.785463,-1.882349zm-5.900794,10.763528c-1.697805,0 -3.075733,-1.377928 -3.075733,-3.075733s1.377928,-3.075733 3.075733,-3.075733s3.075733,1.377928 3.075733,3.075733s-1.377928,3.075733 -3.075733,3.075733z"/>
+   <text filter="url(#svg_10_blur)" stroke="#000000" transform="matrix(0.5447929800652447,-0.5343019017094763,0.5343019017094763,0.5447929800652447,-3.424396520826477,36.238999138928264) " font-weight="bold" xml:space="preserve" text-anchor="start" font-family="Oswald, sans-serif" font-size="24" id="svg_10" y="36.27526" x="14.460123" stroke-width="0" fill="#ffffff">VOC</text>
+  </g>
+ </g>
+</svg>
\ No newline at end of file
diff --git a/resources.qrc b/resources.qrc
index 805fe421..0a8c83c0 100644
--- a/resources.qrc
+++ b/resources.qrc
@@ -2,7 +2,7 @@
 <qresource>
 
 <file alias="help">icons/help.png</file>
-<file alias="app">icons/expert2.png</file>
+<file alias="app">icons/app.png</file>
 <file alias="expert">icons/expert2.png</file>
 <file alias="done">icons/done.png</file>
 <file alias="file">icons/file.png</file>
diff --git a/setup.py b/setup.py
index c4c6823a..424325a2 100644
--- a/setup.py
+++ b/setup.py
@@ -17,7 +17,14 @@ requirements = [
 required_packages = find_packages()
 required_packages.append('labelImg')
 
+APP = ['labelImg.py']
+OPTIONS = {
+    'argv_emulation': True,
+    'iconfile': 'icons/app.icns'
+}
+
 setup(
+    app=APP,
     name='labelImg',
     version=__version__,
     description="LabelImg is a graphical image annotation tool and label object bounding boxes in images",
@@ -51,5 +58,7 @@ setup(
         'Programming Language :: Python :: 3.5',
         'Programming Language :: Python :: 3.6',
     ],
-    package_data={'data/predefined_classes.txt': ['data/predefined_classes.txt']}
+    package_data={'data/predefined_classes.txt': ['data/predefined_classes.txt']},
+    options={'py2app': OPTIONS},
+    setup_requires=['py2app']
 )