You Do Need power plug adapter while traveling from Djibouti to Norfolk Island.

Here is Why You Need An Adapter

The outlet and plug type used in Norfolk Island is I and in Djibouti are C and E. This is how they look like.

Djibouti

In Djibouti, outlets of type C and E are in use.

Type C

Type E

Norfolk Island

In Norfolk Island, outlets of type I are in use.

Type I