diff --git a/model_deployment/README.md b/model_deployment/README.md
index b861d65..4600806 100644
--- a/model_deployment/README.md
+++ b/model_deployment/README.md
@@ -1,29 +1,32 @@
 ## Step to run this project:
 
-> NOTE: To run this project you will need Graphics Card (GPU).
-> To run on CPU please checkout here.
-
-#### 1. Clone this repo or download the zip file.
-#### 2. Ensure you have Python3 and pip already installed on your system.
-#### 3. Navigate to VIRTUON/model_deployment
-#### 4.1 Setup virtual environment in Ubuntu
- - Run the following commands in terminal
+- <b>[METHOD 1: Setting up Environment](#method-1)</b>
+- <b>[METHOD 2: Running Docker Image](#method-2)</b>
+
+### Method 1:
+
+1. Clone this repo or download the zip file.
+2. Ensure you have Python3 and pip already installed on your system.
+3. Navigate to VIRTUON/model_deployment
+4. Setup virtual environment 
+- In Linux
+  - Run the following commands in terminal
  ```
     pip3 install virtualenv 
     virtualenv venv
     source venv/bin/activate
  ```
  
-#### 4.2 Setup virtual environment in Windows in CMD
- - Run the following commands in cmd.exe
+- In Windows CMD
+  - Run the following commands in cmd.exe
  ```
     python3 -m pip3 install virtualenv
     python3 -m virtualenv venv
     venv\Scripts\activate.bat
  ```
  
- #### 4.3 Setup virtual environment in Windows in PowerShell
-  - Run the following commands in PowerShell.exe
++ In Windows PowerShell
+   - Run the following commands in PowerShell.exe
  > Note: By default, external script execution is disabled in Powershell.</br> For more details refer [here](https://docs.microsoft.com/en-us/powershell/module/microsoft.powershell.core/about/about_execution_policies?view=powershell-7.1).
 
  ```
@@ -35,15 +38,15 @@
  > Note : To deactivate the Virtual Enviorment use `deactivate` command.</br>
  For more detials about Virtual Enviroments in Python checkout [this.](https://docs.python.org/3/library/venv.html)
  
-#### 5. Install the dependencies
+5. Install the dependencies
  - Note you should be in model_deployment folder and ensure requirements.txt exist.
  - Run the following command
  ``` 
   pip3 install -r requirements.txt
  ```
- - Note: This will take a while. It will be of approx. 850MB
+ > Note: This will take a while. It will be of approx. 850MB
 
-#### 6. Starting the server
+6. Starting the server
  - When starting it for first time, run the following command.
 ```
   python3 manage.py migrate
@@ -57,4 +60,23 @@
   http://127.0.0.1:8000/
 ``` 
  - Tryon :)
-   
+
+### Method 2
+
+1. Ensure you have Docker installed properly. If not refer [this](https://docs.docker.com/engine/install/).
+2. Run the following command to pull the image. [Link](https://hub.docker.com/r/pra17dod/virtuon) to the Docker image.
+```
+docker pull pra17dod/virtuon
+```
+3. After successfully pulling the image. Run the image.
+```
+docker run -it --name virtuon -p 8000:8000 pra17dod/virtuon
+```
+ - Your server is up and running. To know more about [Docker](https://docs.docker.com/get-started/overview/).
+ - Copy and paste this address in your browser
+```
+  http://0.0.0.0:8000/
+```
+ - Tryon :)
+
+### For any installation problem or queries feel free to create an issue :)