See https://developer.android.com/develop/ui/views/graphics/reduce-image-sizes#webp. From a precursory glance the minimum API level for Godot is 24, which should support this.
Losslessly optimizes the PNG assets with oxipng, defluff and DeflOpt. Tests and third party imports are omitted.