After each round it will show the number of players remaining in-between rounds. This is also where your victory animations can be shown to the world.
Elimination of players is as follows:
1st Round: 32 players to 16 remaining
2nd Round: 16 players to 8 remaining
3rd Round: 8 players to 1 remaining