FERRIES from Rottnest Island have been cancelled until Thursday morning due to bad weather, leaving some island-goers stranded.

A spokeswoman from Rottnest Express confirmed the cancellation of ferries today.

The last one from Rottnest Island departs at 4.30pm this afternoon.

There are no ferries departing the island until Thursday at 8.30am.

The Bureau of Meteorology has tipped gusty winds, heavy falls, thunderstorms and possible hail across Perth for today and tomorrow.

The weather is expected to lighten later in the afternoon or evening on Wednesday.