diff --git a/README.rst b/README.rst
index 7ddfca14..8ed8bb75 100644
--- a/README.rst
+++ b/README.rst
@@ -41,17 +41,8 @@ Linux/Ubuntu/Mac requires at least `Python
 
 Ubuntu Linux
 ^^^^^^^^^^^^
-Python 2 + Qt4
 
-.. code:: shell
-
-    sudo apt-get install pyqt4-dev-tools
-    sudo pip install lxml
-    make qt4py2
-    python labelImg.py
-    python labelImg.py [IMAGE_PATH] [PRE-DEFINED CLASS FILE]
-
-Python 3 + Qt5 (Recommended)
+Python 3 + Qt5
 
 .. code:: shell
 
@@ -63,17 +54,8 @@ Python 3 + Qt5 (Recommended)
 
 macOS
 ^^^^^
-Python 2 + Qt4
 
-.. code:: shell
-
-    brew install qt qt4
-    brew install libxml2
-    make qt4py2
-    python labelImg.py
-    python labelImg.py [IMAGE_PATH] [PRE-DEFINED CLASS FILE]
-
-Python 3 + Qt5 (Recommended)
+Python 3 + Qt5
 
 .. code:: shell
 
@@ -97,7 +79,7 @@ Virtualenv can avoid a lot of the QT / Python version issues
 
     brew install python3
     pip3 install pipenv
-    pipenv run pip install pyqt5==5.13.2 lxml
+    pipenv run pip install pyqt5==5.12.1 lxml
     pipenv run make qt5py3
     python3 labelImg.py
     [Optional] rm -rf build dist; python setup.py py2app -A;mv "dist/labelImg.app" /Applications
diff --git a/labelImg.py b/labelImg.py
index 60176eb3..3db26f6a 100755
--- a/labelImg.py
+++ b/labelImg.py
@@ -1109,7 +1109,7 @@ class MainWindow(QMainWindow, WindowMixin):
     def showBoundingBoxFromAnnotationFile(self, filePath):
         if self.defaultSaveDir is not None:
             basename = os.path.basename(os.path.splitext(filePath)[0])
-            filedir = os.path.basename(os.path.dirname(filePath))
+            filedir = filePath.split(basename)[0].split(os.path.sep)[-2:-1][0]
             xmlPath = os.path.join(self.defaultSaveDir, basename + XML_EXT)
             txtPath = os.path.join(self.defaultSaveDir, basename + TXT_EXT)
             jsonPath = os.path.join(self.defaultSaveDir, filedir + JSON_EXT)