Not everyone will be able to see this effect. This is because our eyes are not all exactly the same.
What happens when you look at different areas of this picture? Try looking at the white areas of this page and see what happens to the cog. Has this made a difference to what you see?
This is two illusions in one. Did you see the cogs moving? Did the cogs look concave or convex?