Don't do it. Your system fails.
you have the right IDEA, however. You just need much more filtration.
I use a the metal roof of my barn, which is in the middle of my pasture, with no overhanging trees, etc. So leaf levels are near 0. Wild birds don't rooston it, and don't drop much on it...