is it possible to recover the photos that i've deleted under the facebook account in my iphoto?

i didnt realise that the facebook account under the iphoto is in sync with my facebook albums. in attempt to increase more free storage space, i deleted the photo albums from my facebook account under the iphoto, then i went on facebook and realise that the photo albums are all gone, is it possible to recover them?