Academy Gardens is a neighborhood located in Far Northeast Philadelphia, Pennsylvania, United States. It is located on the eastern side of the Far Northeast. Its approximate boundaries are Pennypack Park, Grant Avenue, the John F. Byrne Golf Course, and Holme Avenue. Originally farmland, it was part of the holdings of Thomas Holme, surveyor for Pennsylvania's founder, William Penn. The zip code is 19114.