In my experience freshmen are the most overdressed the first few weeks of class. That's not to say they look like bumbs second semester, but the first few days is indeed a fashion show. There are a few other tells, but I can't think of them right now.
But at my previous school (HBCU) most days were fashion show worthy....espically 12 noon (aka Power Hour) on the yard....you will see