Lynn
Only one way to find out, give it a try.
I had an uncle who farmed in southern Indiana who grew watermelons and cantaloupes for a living.
He started his seed in cold frames and transplanted into the fields when the weather warmed. His watermelons were around 40 pounds.
Give it a try and keep us posted