Personally I'd keep them and enjoy them. They may not be the real deal but they're still pretty. One advantage is you can use them and not worry too much about them getting chipped, etc. Alternatively you could see if any other collectors are interested in them. People do buy known fakes for study or as an extension of their collection -- indeed in time fakes can sometimes become collectible in their own right.