Beyond English: Translating Manhua into 20+ Languages with AI-Powered Auto-Typesetting

Translating a visual medium like Manhua is about fitting those strings into pre-defined artistic spaces. While English is the primary target, building AI Manga Translator to support 20+ languages—from German to Vietnamese—presented unique engineering challenges. 1. The Text Expansion Problem Different languages have vastly different word lengths. The Challenge: A concise Chinese phrase might become a long, compound sentence in German (Deutsch) or a rhythmic, multi-word phrase in Russian (Русский