Instructions to use onnx-community/manga-ocr-base-ONNX with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers.js
How to use onnx-community/manga-ocr-base-ONNX with Transformers.js:
// npm i @huggingface/transformers import { pipeline } from '@huggingface/transformers'; // Allocate pipeline const pipe = await pipeline('image-to-text', 'onnx-community/manga-ocr-base-ONNX');
manga-ocr-base (ONNX)
This is an ONNX version of kha-white/manga-ocr-base. It was automatically converted and uploaded using this Hugging Face Space.
Usage with Transformers.js
See the pipeline documentation for image-to-text: https://huggingface.co/docs/transformers.js/api/pipelines#module_pipelines.ImageToTextPipeline
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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Model tree for onnx-community/manga-ocr-base-ONNX
Base model
kha-white/manga-ocr-base