How to generate an AWS EC2 AMI to use with the vagrant-aws plugin?

I'm trying to use the vagrant-aws plugin to create AWS EC2 instance. In vagrant-aws documentation it shows in the Vagrantfile the following line:

aws.ami = "ami-7747d01e"

I have an existing .box file. How to generate an AMI?