Yes you can, for PG Application into different colleges you need to sit for their entrance examination and check the eligibility criteria of most of the examination. You need to secure 50-55% marks in UG to appear for the examination. But there is one suggestion the Examination authority may ask for a Gap Certificate of these years, be prepared with that.

All the best!!