Police officers found the farm in the morning of Saturday, March 9.
The officers obtained a drugs warrant at Bradford Magistrates Court before the raid after presenting information from the local community.
Officer Cath Gallimore said on Twitter: "Out early this morning helping my team buddy @WYP_SJ528 execute a warrant on his ward area this morning.
"Good result and lots of cannabis plants seized by Police.
"The grow was taking up the whole house and will be worth quite a bit."
PC Sam Johnson thanked the local community for giving them the information.
On Twitter he said: "Drugs warrant conducted in the Shipley area this morning.
"This is one room of 3. Great result as a biproduct of community intelligence! Thank you."
Investigations are still ongoing.