I am in Commerce stream. Can i study department of architecture after 12th?
Yes. Provided you have 50% marks in 12th with Mathematics as one of the subjects.
Also you need to clear the NATA test for architecture http://www.nata.in/ which is required in majority of the top institutes for admission.