Group of people playing baseball in a field in front of a crowd.
a crowd of people watching a baseball game 
some baseball players are playing baseball and some fans
A baseball game in progress with the player at home plate, bat in hand, ready to swing at the ball.
A batter, catcher and umpire at home plate.