> rotating an image a little, lets say tilt, can vastly increase or decrease your algorithm's performance
Wouldn't be the first time evolution used the trick. The eyes, in mammals at least, constantly wiggle even when fixed on an object. If the eyes stop moving entirely your field of vision fades out after some seconds. https://en.wikipedia.org/wiki/Saccade