Use Elmer's School Glue instead of pins!!! Do everything the same, turn under and press, then put a tiny line of glue along the fold. Lay it down, lines up, and press with an iron to dry the glue. Sew on the pressed line, check it afterwards, and then pop the glue line open before trimming and pressing.