Asteroids are discovered at a rate of about 2 per day. Here are some pointers:
Asterank has compiled hundreds of thousands of sky survey images taken by publicly funded observatories.
To discover an asteroid, watch the animation of the night sky and look for a moving white dot.
There's a good chance that moving dot is an asteroid. The first user to notice the dot gets potential discovery credit and naming rights.