The house in Walton had 150 plants growing, and were almost ready to be harvested.
A 31-year-old has been arrested, and released under investigation.
Meanwhile in Sunbury, four have been arrested and a large group ran off during the raid.
Later, they were seen to go back in, and officers then arrested them.