I hesitate to use more abrasive means, for fear of tarnishing the polish of the object.
It is absolutely unacceptable to put such labels on an article in stainless steel. It should be able to disappear by dipping, dishwasher or even just come off without a trace.
The image does not have to realize there is actually no spout. This also removes some precision to make designs on cappuccinos.