Selenium Linux webdriver in Application EC2

I have a script that uses a linux chrome webdriver via selenium. For the time being, the script is not headless just so I can see it run.

Since trying to host it via Linux EC2, the webdriver fails to open.

Here is a link to the git : https://github.com/DafyddLee/gorilla.git

Any help is appreciated.