How can I tell if CloudFront has an object stored in cache?

I'm trying to dynamically clear CloudFront's cache of certain objects. I've got invalidation set up and working, but since I only get 1000 free invalidation requests, I want to avoid unnecessary ones by checking if the object is cached by CloudFront at all. Is there a way to do this through the API?