First of all you have to be sure that the eye caps are indeed still on. My adopted BPs eye caps have been wrinkled from the time I got him, but his eye caps came off with the last shed.

If you're completely certain, you can soak him for about 30 mins, then get one of those "rubber thumbs". Then just roll over the eye ***GENTLY*** from front to back and the eye caps should come off.