Yes, correct, tags are unique keywords different to titles and such as they are used in the url to search directly. If you neede two languages you need to use separate ones for each language. Or maybe combing them like "
Then the most simple solution is to just use both languages/tags, like cats/katzen and houses/häuser etc. It's not too annoying for visitors I think when not using too many tags for an image.