Police found 11 cannabis plants growing in an upstairs room at a house in North Dean Road, Braithwaite, Keighley.
Officers had called at the house after receiving reports of an unusual smell from outside.
Police arrested a 29-year old man and a 26-year-old woman for cultivation of cannabis, when they returned to the house. Both received a caution.
The canvas and growing equipment was destroyed.
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