Detector is really overkill for this problem. A classifier would do just fine. For a stationary camera you don't need to know where the cat is in the frame. But

Detector is really overkill for this problem. A classifier would do just fine. For a stationary camera you don't need to know where the cat is in the frame. But hey, still a cool project. Anything worth doing is worth overdoing.