Read Japanese manga inside browser with selectable text.

Overview

mokuro

Read Japanese manga with selectable text inside a browser.

See demo: https://kha-white.github.io/manga-demo

mokuro_demo.mp4

Demo contains excerpt from Manga109-s dataset. うちの猫’ず日記 © がぁさん

mokuro is aimed towards Japanese learners, who want to read manga in Japanese with a pop-up dictionary like Yomichan. It works like this:

  1. Perform text detection and OCR for each page.
  2. After processing a whole volume, generate a HTML file, which you can open in a browser.
  3. All processing is done offline (before reading). You can transfer the resulting HTML file together with manga images to another device (e.g. your mobile phone) and read there.

mokuro uses comic-text-detector for text detection and manga-ocr for OCR.

Try running on your manga in Colab: Open In Colab

For a comprehensive guide on setting up a reading and mining workflow with manga-ocr/mokuro, check out Xelieu's guide.

Installation

You need Python 3.6, 3.7, 3.8 or 3.9. Unfortunately, PyTorch does not support Python 3.10 yet.

Some users have reported problems with Python installed from Microsoft Store. If you see an error: ImportError: DLL load failed while importing fugashi: The specified module could not be found., try installing Python from the official site.

If you want to run with GPU, install PyTorch as described here, otherwise this step can be skipped.

Run in command line:

pip3 install mokuro

Usage

Run on one volume

mokuro /path/to/manga/vol1

This will generate /path/to/manga/vol1.html file, which you can open in a browser.

Run on multiple volumes

mokuro /path/to/manga/vol1 /path/to/manga/vol2 /path/to/manga/vol3

For each volume, a separate HTML file will be generated.

Run on a directory containing multiple volumes

If your directory structure looks somewhat like this:

manga_title/
├─vol1/
├─vol2/
├─vol3/
└─vol4/

You can process all volumes by running:

mokuro --parent_dir manga_title/

Other options

--force_cpu - disable GPU
--as_one_file - generate separate css and js files instead of embedding everything in html
--disable_confirmation - run without asking for confirmation

Contact

For any inquiries, please feel free to contact me at [email protected]

Acknowledgments

Owner
Maciej Budyś
Maciej Budyś
Visual Attention based OCR

Attention-OCR Authours: Qi Guo and Yuntian Deng Visual Attention based OCR. The model first runs a sliding CNN on the image (images are resized to hei

Yuntian Deng 1.1k Jan 02, 2023
Kornia is a open source differentiable computer vision library for PyTorch.

Open Source Differentiable Computer Vision Library

kornia 7.6k Jan 06, 2023
Apply different text recognition services to images of handwritten documents.

Handprint The Handwritten Page Recognition Test is a command-line program that invokes HTR (handwritten text recognition) services on images of docume

Caltech Library 117 Jan 02, 2023
Recognizing cropped text in natural images.

ASTER: Attentional Scene Text Recognizer with Flexible Rectification ASTER is an accurate scene text recognizer with flexible rectification mechanism.

Baoguang Shi 681 Jan 02, 2023
A curated list of papers, code and resources pertaining to image composition

A curated list of resources including papers, datasets, and relevant links pertaining to image composition.

BCMI 391 Dec 30, 2022
Tool which allow you to detect and translate text.

Text detection and recognition This repository contains tool which allow to detect region with text and translate it one by one. Description Two pretr

Damian Panek 176 Nov 28, 2022
Code for generating synthetic text images as described in "Synthetic Data for Text Localisation in Natural Images", Ankush Gupta, Andrea Vedaldi, Andrew Zisserman, CVPR 2016.

SynthText Code for generating synthetic text images as described in "Synthetic Data for Text Localisation in Natural Images", Ankush Gupta, Andrea Ved

Ankush Gupta 1.8k Dec 28, 2022
Image processing is one of the most common term in computer vision

Image processing is one of the most common term in computer vision. Computer vision is the process by which computers can understand images and videos, and how they are stored, manipulated, and retri

Happy N. Monday 3 Feb 15, 2022
TensorFlow Implementation of FOTS, Fast Oriented Text Spotting with a Unified Network.

FOTS: Fast Oriented Text Spotting with a Unified Network I am still working on this repo. updates and detailed instructions are coming soon! Table of

Masao Taketani 52 Nov 11, 2022
Can We Find Neurons that Cause Unrealistic Images in Deep Generative Networks?

Can We Find Neurons that Cause Unrealistic Images in Deep Generative Networks? Artifact Detection/Correction - Offcial PyTorch Implementation This rep

CHOI HWAN IL 23 Dec 20, 2022
OpenMMLab Text Detection, Recognition and Understanding Toolbox

Introduction English | 简体中文 MMOCR is an open-source toolbox based on PyTorch and mmdetection for text detection, text recognition, and the correspondi

OpenMMLab 3k Jan 07, 2023
Controlling the computer volume with your hands // OpenCV

HandsControll-AI Controlling the computer volume with your hands // OpenCV Step 1 git clone https://github.com/Hayk-21/HandsControll-AI.git pip instal

Hayk 1 Nov 04, 2021
Using python libraries to track hands

Python-HandTracking Using python libraries to track hands on a camera Uses cv2 and mediapipe libraries custom hand tracking module PyCharm IDE Final E

Martin Matsudaira 1 Dec 17, 2021
The open source extract transaction infomation by using OCR.

Transaction OCR Mã nguồn trích xuất thông tin transaction từ file scaned pdf, ở đây tôi lựa chọn tài liệu sao kê công khai của Thuy Tien. Mã nguồn có

Nguyen Xuan Hung 18 Jun 02, 2022
Handwritten_Text_Recognition

Deep Learning framework for Line-level Handwritten Text Recognition Short presentation of our project Introduction Installation 2.a Install conda envi

24 Jul 15, 2022
This is the code for our paper DAAIN: Detection of Anomalous and AdversarialInput using Normalizing Flows

Merantix-Labs: DAAIN This is the code for our paper DAAIN: Detection of Anomalous and Adversarial Input using Normalizing Flows which can be found at

Merantix 14 Oct 12, 2022
Virtual Zoom Gesture using OpenCV

Virtual_Zoom_Gesture I have created a virtual zoom gesture where we can Zoom in and Zoom out any image and even we can move that image anywhere on the

Mudit Sinha 2 Dec 26, 2021
Handwritten Number Recognition using CNN and Character Segmentation

Handwritten-Number-Recognition-With-Image-Segmentation Info About this repository This Repository is aimed at reading handwritten images of numbers an

Sparsha Saha 17 Aug 25, 2022
OCR, Object Detection, Number Plate, Real Time

README.md PrePareded anaconda env requirements.txt clova AI → deep text recognition → trained weights (ex, .pth) wpod-net weights (ex, .h5 , .json) ht

Kaven Lee 7 Dec 06, 2022
nofacedb/faceprocessor is a face recognition engine for NoFaceDB program complex.

faceprocessor nofacedb/faceprocessor is a face recognition engine for NoFaceDB program complex. Tech faceprocessor uses a number of open source projec

NoFaceDB 3 Sep 06, 2021