Officers executed a warrant at a property in the town on Tuesday afternoon.
Inside the address, they found a total of 83 cannabis plants spanned across two floors.
West Midlands Police said the drugs had a goods street value estimate of £83,000.
The force also confirmed it had arrested a man following the raid.