These are Capsicum annuum pepper plants, grown here as an ornamental. It's on the west side of Stewart Center nearby the castor bean plants shown in the previous post.
Link to previous post of castor bean plants:
Link to Capsicum annuum:
Pictues taken July 10, 2009.
Ornamental peppers are also growing in the Hort Gardens, here is a link: