I've done some project on plant leaf classification on android and surprisingly it works fine without straining even an old phone (using mobilenetv3) and I've also heard about computation problem before regarding deep learning especially on android quite frequent. But nice idea though could actually be an alternative for my problem. Will definetily look further on it.