Can I pursue architecture after completing Diploma in civil engineering?

Civil engineering and architecture are two really different branches and hence it is not advisable to pursue architecture after doing civil as you must have already spent 4-years for B.Tech and B.Arch is for 5-years (which sums up to 9-years in total!). I will instead recommend you to do your Master