First (selfish) thing - I have been looking for motors like that. Can you please post a link to where you got them?
You need a motor driver between the Arduino and each motor. With somewhat similar motors I have been using a Pololu DRV8833 driver. It can control 2 motors and works up to 10v and 1 amp continuously.
...R