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pf-ocr/README.md
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2026-09-01 00:30:34 +03:00

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# Light Novel Scan -> EPUB
Turns a folder of scanned light novel page images (vertical Japanese text)
into a proper `.epub`, with furigana rendered as real `<ruby>` markup,
illustrations kept in place, an embedded font, and epub metadata — using a
multimodal LLM to do the OCR instead of a traditional column-segmentation
pipeline.
## Pipeline
```
scanned page images
ocr/ module → transcribes each page into pages_txt/<name>.txt
(manual step) → sort the .txt files (and any illustration
images) into chapters/chNN_name/ folders
epub_builder/ module → assembles chapters/ into a finished .epub
```
1. **[`ocr/`](ocr/README.md)** — batch-OCRs scanned pages into per-page
`.txt` files. Several backends are available (a multimodal LLM via any
OpenAI-compatible API is the recommended default; Google Cloud Vision
and a fully offline `manga-ocr` pipeline are also included).
2. **Manual sorting** — split the resulting pages into chapter folders
(`ch00_frontmatter/`, `ch01_chapter00/`, ...), optionally dropping in a
`cover.jpg` and illustration images alongside the `.txt` files. This
step is manual because automatically detecting chapter boundaries from
OCR'd headers turned out to be unreliable — folder structure is simple
and unambiguous instead.
3. **[`epub_builder/`](epub_builder/README.md)** — assembles the sorted
`chapters/` folder into a valid `.epub`: furigana notation becomes
`<ruby>` markup, images are placed inline, a font from `font/` gets
embedded, and metadata comes from `config.json`.
See each module's own README for setup and usage details.
## Quick start
```bash
# 1. OCR
cd ocr
pip install openai pillow natsort tqdm
cp config.example.json config.json # fill in api_key / base_url / model
python openrouter_ocr.py --input /path/to/scans --output ./out
# 2. Sort ./out/pages_txt/*.txt by hand into epub_builder/chapters/chNN_name/
# 3. Build the epub
cd ../epub_builder
pip install natsort
cp config.example.json config.json # fill in title / author / ...
python build_epub.py
```
## ⚠️ A note on copyright
This repository contains only the **tooling**. It is not meant to, and
should not, be used to host or distribute:
- scanned page images,
- OCR'd text extracted from a copyrighted book,
- or a resulting `.epub` file,
for any book you don't hold the rights to. The `.gitignore` in this repo
already excludes `chapters/`, `pages_txt/`, `out/`, and `*.epub` for this
reason — keep it that way if you fork or extend this project. This tool is
intended for personal-use digitization of books you own, not redistribution.
## Requirements
See [`requirements.txt`](requirements.txt) for the full list. Not every
dependency is needed at once — install only what the OCR backend and
features you're using require (see each module's README).
## Status
This is a personal toolkit, still evolving. Contributions/forks welcome,
but expect rough edges — issues and PRs are handled best-effort.