Cheap frames, spraypaint, and ducktape (I think I would use white to match the frames). Print photos on vellum, and staple or tape them into the frame. Place a candle in the middle for a personalized, glowing centerpiece. Cute!
Once the rosé is gone, don't be quick to rid of those wine bottles until you've seen this DIY wedding idea. Start by soaking some empty wine bottles until the labels come off. After they're clean and dry, spray paint each bottle with at least two coats of metallic paint in metallic shades like rose gold. You can also coat one in glitter to create a cluster of unique wedding centerpieces.