Deep Manga Translator

Future Plans

• Improve/Train text segmentation, bubble segmentation models (eg. with color, contrast augmentations since light grey text is usually missed)
• Train own inpainting model
• Fix issue where text seg model connected components fails on large text where characters are very separated
• Fix issue for bubble seg model where same bubble can be predicted for multiple times
• Update Streamlit web app
• Add CLI interface
• Add Docker interface
• Separate text segmentation between sfx and actual text
• Refactor and clean code
• Decide to keep or remove Dectectron2 bubble segmentation model