Firefighters had to force entry to a property in Urban Road, Hexthorpe, after a water leak started damaging nearby properties.
The leak had also affected the electrics.
When firefighters got into the house they found 91 cannabis plants growing inside.
An investigation is now underway.
Anyone with information should call South Yorkshire Police on 101.