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.

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Inference Examples

Feature Extraction

Inference API (serverless) does not yet support generic models for this pipeline type.