Officers told Channel 2 Action News two men broke into a home on Peachtree Battle Avenue in Buckhead, raced from the scene and wrecked their car a short distance away on Chattahoochee Avenue.
News Chopper 2 showed a red vehicle wedged between a pair of trees in a northwest Atlanta warehouse district and a man in handcuffs.
Police said they found a second suspect hanging in upside down from the fence about a block from where the car crashed. The man had wriggled out of his pants and was caught wearing just boxer shorts.
One of the men was placed in an ambulance, but his injuries were unknown.
Stay with Channel 2 Action News and WSBTV.com for updates on this developing story.