 The other thing that people might not know about the Battle of Baltimore is that it was a turning point in the War of 1812. There were peace talks going on, but after the British slunk out of Baltimore, he realized when he saw the stars and stripes, our flag was still there, the British ships were gone. We had won. The peace talks continued. The Treaty of Ghent was signed in January of 1815.