diff --git a/README.md b/README.md
index 9daee52..a6636de 100644
--- a/README.md
+++ b/README.md
@@ -1,9 +1,48 @@
 # TensorBird
 
 A project aiming to perform auto identification of bird species from pictures taken by [PiCameraTrap](https://forge.ortion.xyz/UncleSamulus/PiCameraTrap)
-using machine learning
+using machine learning.
 
 ## Inspiration
 
 I have been inprired by following ressource : 
 * [darenjhsu birdid repository](https://github.com/darrenjhsu/birdid)
+
+
+## Environmnent Set Up
+
+### Create and Activate virtual env
+
+```bash
+python -m venv tb-venv
+source tb-venv/bin/activate
+```
+
+### Install Tensorflow in container
+
+```bash
+docker pull tensorflow/tensorflow:latest  # Download latest stable image
+docker run -it -p 8888:8888 tensorflow/tensorflow:latest-jupyter  # Start Jupyter server 
+```
+
+### Install Tensorflow using pip
+
+```bash
+python -m pip install tensorflow
+```
+
+### Launch Jupyter Notebook
+
+#### Make the virtual env accessible from Jupyter Notebook
+
+```bash
+pip install ipykernel
+python -m ipykernel install --user --name=tb-venv
+```
+
+#### Launch Jupyter
+
+```bash
+jupyter notebook
+```
+