Well, I think that for colliders to work you need to have a rigidbody attached on one of the colliding objects. Do you have it on the players? Also  check if you have rigidbody2D and 2D colliders . And if you have collider on the player. Also make sure that you don't have checked the option "Is trigger". These are the only things that I can think of without seeing the actual project in unity.