The application for you doesn't open up until August of your Senior year. However, the AIM (Academy Introduction Mission) opens up for you in February 2018. Something you may consider to get a first hand look at academy life. Also, you would be applying for the Class of 2023, not 2020.
Do some research on the Academy website, and through these forums, and you will have a better understanding what a competitive candidate looks like.