You have to decide whether you can justify your decision to have a hobby or business to the IRS. But since you plan on making a profit it sounds like a business to me. The IRS has published guidelines.
https://www.irs.gov/newsroom/heres-how-to-tell-the-difference-between-a-hobby-and-a-business-for-tax....
