Witnesses say the men were bickering with each other over the cash they took.
After getting a description of the getaway vehicle, Officers pulled 42-year-old James Adridge and 46-year-old Jeffrey Burns over right in front of the police station.
They say that burns had a large amount of cash stuffed down the front of his tank top.
The two are charged with aggravated robbery.