You Do Need power plug adapter while traveling from Estonia to Australia.

Here is Why You Need An Adapter

The outlet and plug type used in Australia is I and in Estonia are C and F. This is how they look like.

Estonia

In Estonia, outlets of type C and F are in use.

Type C

Type F

Australia

In Australia, outlets of type I are in use.

Type I