People always go on about this book series, and how the movie didn’t live up to it, etc.

Stop-montion. I agree. I would call this animation and not puppetry. The difference is puppets are filmed being moved around by a puppeteer, and stop-motion is shot frame by frame to ‘animate’ the action.

Or a thinly veiled ad to buy the linked book on amazon...