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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