My 20 month old granddaughter loves to watch videos on my iPad, is there an app to prevent the video controls from appearing when you touch the screen.

Nope
The best you can do is use a stand and make sure it's just out of reach. It will drive you mad otherwise as they love to keep switching movies.....

I never even thought of that...lol...maybe they should have had a touch disable switch instead of rotation lock.