If you have to go Summer, the lowest crowds will be very early June or late August (assuming you can avoid the holiday weekends for either). August will be hot, very hot. June will "probably" be very hot, but there is at least a chance it will be tolerable. Our trip in June 2012 was mostly low-mid 80's with 1 day that did hit 90. That doesn't happen every year though.