diff --git a/README.rst b/README.rst
index 6c8602f0..7ecd68d2 100644
--- a/README.rst
+++ b/README.rst
@@ -17,7 +17,7 @@ by `ImageNet `__.
.. image:: https://raw.githubusercontent.com/tzutalin/labelImg/master/demo/demo3.jpg
:alt: Demo Image
-`Watch a demo video by author tzutalin `__
+`Watch a demo video `__
Installation
------------------
@@ -83,7 +83,7 @@ Get from PyPI
labelImg
labelImg [IMAGE_PATH] [PRE-DEFINED CLASS FILE]
-I tested pip on Ubuntu14.04 and 16.04. However, I didn't test pip on MacOS and windows
+I tested pip on Ubuntu14.04 and 16.04. However, I didn't test pip on MacOS and Windows
Use Docker
~~~~~~~~~~~~~~~~~
@@ -103,7 +103,8 @@ Use Docker
-v /tmp/.X11-unix:/tmp/.X11-unix \
tzutalin/py2qt4
-You can pull the image which has all of the installed and required dependencies.
+You can pull the image which has all of the installed and required dependencies. `Watch a demo video `__
+
Usage
-----