College Parks Annual Easter Egg Hunt is BACK!! Join us for a fun morning in the park with Over 10,000 Easter Eggs! Scavenger Hunt following the Egg Hunt for Prizes! Dartmouth Park is a quiet oasis in the middle of College Park. Just over 3 acres in size, the park and its playground are popular among neighborhood families for picnics and children’s birthday parties.