I am also not an expert, but my peach trees get peach leaf curl almost every year. It doesn't look like that. The leaves actually curl up, your tree has a very mild case, or it's something else. If it is peach leaf curl copper wont help at this stage. The copper needs to be sprayed 3 time, and I always forget when to do it, it's something like early winter, late winter, and just before the tree buds out. The good news is peach leaf curl will correct itself the infected leaves will fall off and the tree will produce new ones. The tree will still produce.
This link has good picture, and advise on what should be done. I hope it help. Good luck.
http://ipm.uconn.edu/documents/raw2/html/625.php?display=print