Over 1000 plants were in the building.
Blackpool police made the discovery at an industrial unit in the Bispham area.
They say almost 1000 plants were found across a number of rooms.
They also found an amount of cash.
A spokesperson for the police said:
"Proceeds from illegal cannabis grows is known to fund other criminal enterprises including modern slavery, human trafficking and even terrorism."