Yes, but applying the Gram-Schmidt orthonormalization to linearly dependent vectors necessarily reduces the number of vectors in the original set.
The orthonormalization procedure gives you the minimal set of vectors that can generate the original set: if there is redundancy in the latter, the process eliminates it. Read more