diff --git a/README.md b/README.md
new file mode 100644
index 0000000..d0523cc
--- /dev/null
+++ b/README.md
@@ -0,0 +1,60 @@
+
+<h1><img height="80" src="https://navarasu.github.io/opencv-log/assets/opencv-log-bl.png" alt="opencv-log"></h1>
+
+[![Pypi
+Version](https://img.shields.io/pypi/v/opencv-log.svg)](https://pypi.org/project/opencv-log) [![Build
+Status](https://img.shields.io/circleci/build/github/navarasu/opencv-log)](https://circleci.com/gh/navarasu/opencv-log) [![Coverage
+Status](https://img.shields.io/coveralls/github/navarasu/opencv-log/master)](https://coveralls.io/github/navarasu/opencv-log?branch=master) [![MIT
+License](https://img.shields.io/pypi/l/opencv-log)](https://github.com/navarasu/opencv-log/blob/master/LICENSE)
+
+An [OpenCV](https://opencv.org/) based visual logger for debugging,
+logging and testing reporting an image processing code.
+
+# Why opencv-log?
+
+[![Visually Debug, Log and Test an Image Processing Code using OpenCV
+and
+Python](https://user-images.githubusercontent.com/20145075/81455232-3eaaba00-91ac-11ea-9213-7dd1c705f213.png)](https://blog.francium.tech/visually-debug-log-and-test-an-image-processing-code-using-opencv-and-python-36e2d944ebf2)
+
+# Installation
+
+Use the package manager [pip](https://pip.pypa.io/en/stable/) to
+install.
+
+``` sh
+pip install opencv-log
+```
+
+**Documentation:** <https://navarasu.github.io/opencv-log>
+
+# A Simple Usage
+
+``` python
+import cvlog as log
+import cv2
+
+# image read using opencv
+img = cv2.imread("sample.png")
+
+log.image(log.Level.ERROR, img)
+```
+
+Just by switching mode, you can use the same line of code for logging
+and debugging. Also you can log houghlines, countour and more.
+
+Refer [docs](https://navarasu.github.io/opencv-log) to get started.
+
+# Contributing
+
+Pull requests are welcome. For major changes, please open an issue first
+to discuss what you would like to change.
+
+Please make sure to update tests as appropriate.
+
+Refer
+[Guidelines](https://github.com/navarasu/opencv-log/blob/master/CONTRIBUTION.md)
+for more information.
+
+# License
+
+[MIT](https://choosealicense.com/licenses/mit/)
\ No newline at end of file
diff --git a/README.rst b/README.rst
deleted file mode 100644
index a270bf5..0000000
--- a/README.rst
+++ /dev/null
@@ -1,68 +0,0 @@
-.. figure:: https://user-images.githubusercontent.com/20145075/78172497-c8f85380-7473-11ea-9eb6-8963fc879a42.png
-
-.. image:: https://img.shields.io/pypi/v/opencv-log.svg
-   :target: https://pypi.org/project/opencv-log
-   :alt: Pypi Version 
-.. image:: https://img.shields.io/circleci/build/github/navarasu/opencv-log
-   :target: https://circleci.com/gh/navarasu/opencv-log
-   :alt: Build Status
-.. image:: https://img.shields.io/coveralls/github/navarasu/opencv-log/master
-   :target: https://coveralls.io/github/navarasu/opencv-log?branch=master
-   :alt: Coverage Status
-.. image:: https://img.shields.io/pypi/l/opencv-log
-   :target: https://github.com/navarasu/opencv-log/blob/master/LICENSE
-   :alt: MIT License
-
-|
-
-An `OpenCV <https://opencv.org/>`_ based visual logger for debugging, logging and testing reporting an image processing code.
-
-Why opencv-log?
-###############
-
-.. image:: https://user-images.githubusercontent.com/20145075/81455232-3eaaba00-91ac-11ea-9213-7dd1c705f213.png
-   :target: https://blog.francium.tech/visually-debug-log-and-test-an-image-processing-code-using-opencv-and-python-36e2d944ebf2
-   :alt: Visually Debug, Log and Test an Image Processing Code using OpenCV and Python
-
-Installation
-############
-Use the package manager `pip <https://pip.pypa.io/en/stable/>`_ to install.
-
-.. code-block:: sh
-
-   pip install opencv-log
-
-
-**Documentation:**  `<https://navarasu.github.io/opencv-log>`_
-
-A Simple Usage
-##############
-
-.. code-block:: python
-
-   import cvlog as log
-   import cv2
-
-   # image read using opencv
-   img = cv2.imread("sample.png")
-
-   log.image(log.Level.ERROR, img)
-
-Just by switching mode, you can use the same line of code for logging and debugging. 
-Also you can log houghlines, countour and more.
-
-Refer `docs <https://navarasu.github.io/opencv-log>`_ to get started.
-
-Contributing
-############
-
-Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.
-
-Please make sure to update tests as appropriate.
-
-Refer `Guidelines <https://github.com/navarasu/opencv-log/blob/master/CONTRIBUTION.md>`_ for more information.
-
-License
-#######
-
-`MIT <https://choosealicense.com/licenses/mit/>`_
diff --git a/pyproject.toml b/pyproject.toml
index 29da0f2..d46cd33 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -3,7 +3,7 @@ name = "opencv-log"
 version = "1.4.0"
 description = "OpenCV based visual logger for debugging,logging and testing image processing code"
 authors = ["Navarasu <navarasu@outlook.com>"]
-readme = 'README.rst'
+readme = 'README.md'
 license = "MIT"
 homepage = "https://navarasu.github.io/opencv-log"
 repository = "https://github.com/navarasu/opencv-log"