The incident happened around 10:40 last Tuesday night.
Police said the robbers had guns, and as seen in the surveillance video, they stole at least two cash registers and possibly a telephone.
They also left a mess behind.
It remains unclear if this is related to a burglary at a Baskin Robbins a few miles away.