To get there, I took US 61 North, then turned onto LA 66 past St. Francisville. After about 12 miles, there's a little private road called Cap Eddies, that was blocked by a gate. I left my car on the side of the road and ducked through the gate, which luckily had wide bars. I took this photo from where I parked my car.
I walked a short way down the road--which I never saw anyone go down the entire time I was there--maybe a quarter of a mile. From there is a little path leading to the church. I took this photo from where I left the road and entered the path.
The outside is pretty intact, it doesn't have the masses of vines growing on it that you see on a lot of other old buildings in the south.
There are still some patches of plaster inside, but it's mostly bare brick.