If you wear park clothes, you won't be alone. When we went a few years ago, there were plenty of people who were in t-shirts and sneakers. I wore a casual skirt & top with sandals while my husband wore nicer shorts with a polo shirt, but for us it was not a park day.
I think whatever you decide to wear, there will be others in the same type of attire.