Ping Pong is one of the most punctual arcade computer games, first delivered in 1972 by Atari. It is a two-player game dependent on table tennis. The game highlights straightforward 2D illustrations. It comprises of two oars used to return a bobbing ball to and fro across the screen. The score is kept by the numbers at the highest point of the screen. With the help of this article we are going to make the game using pygame and numpy library.