Looks to be a couple of other gems in the background too. Maybe a early 50's Chevy pickup and something else? Those years are what I thought too Dirty Girl.
Nice finds! Any way to locate the owner about selling the Caddy? Fences always seem to indicate not for sale, but you never know?