Elastic Beanstalk: 504 Gateway Time-out - Downloading of images when endpoint is accessed

Question

I am new to Elastic Beanstalk and was deploying a Machine Learning Model as an API on AWS. I can get the docker image to deploy to Elastic Beanstalk, however, when I hit the