Mantra takes advantages of computer vision and natural language processing technologies to translate any manga from a language into another.
First, Mantra detects speech bubbles that include texts to be translated into another language.
Then, Mantra detects texts inside the speech bubbles. Mantra's robust recognition algorithm helps detection from noisy images.
Finally, Mantra translates the detected texts into target languages and embeds them into the speech bubbles.
Watch our movie to check out how Mantra works!
Mantra achieves state-of-the-art translation performance with novel machine translation and text detection techniques.
Mantra provides an end-to-end pipeline for manga translation. The fully automated processing is much faster than human translation.
An accurate machine translation sysmtem requires huge amount of training data. Mantra automatically extracts the training data from the published/translated manga.
Mantra recognizes texts on manga accurately even if the input images include vairous fonts or noise.
Mantra translates any uploaded manga (or the selected examples) into English.