kha-white/manga-ocr-base

By kha-white

🎯 Task: Image To Text⚖️ apache-2.0📦 transformers

Model Card

Manga OCR

Optical character recognition for Japanese text, with the main focus being Japanese manga.

It uses Vision Encoder Decoder framework.

Manga OCR can be used as a general purpose printed Japanese OCR, but its main goal was to provide a high quality text recognition, robust against various scenarios specific to manga:

  • both vertical and horizontal text
  • text with furigana
  • text overlaid on images
  • wide variety of fonts and font styles
  • low quality images

Code is available here.

Architecture & Tags

transformerspytorchvision-encoder-decoderimage-text-to-textimage-to-textjaendpoints_compatibleregion:us