The fire broke out early Saturday morning on the 7400 block of Bellaire Avenue.
Crews arrived to find smoke coming from a building.
Officials said when firefighters went inside, they discovered a marijuana growing operation.
The flames didn't damage the building, but several marijuana plants were burned.
The blaze appeared to have been sparked by a light fixture.