You Do Need power plug adapter while traveling from French Guiana to New Caledonia.

Here is Why You Need An Adapter

The outlet and plug type used in New Caledonia are C and F and in French Guiana are C, D and E. This is how they look like.

French Guiana

In French Guiana, outlets of type C, D and E are in use.

Type C

Type D

Type E

New Caledonia

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

Type C

Type F