Hii

Yes you'll get admission in private and some deemed colleges on the merit basis of your 12th marksheet. But to get admission in government colleges you need to clear entrance exam that are conducted on national or state level. After only clearing entrance exam you'll get admission in government college on the basis of your score and rank.
Let us know the course and college you want to pursue so that we can clear you doubts regarding them.