JMTrans - Japanese Manga Translator

get japanese manga from url to translate manga image using SickZil(tensorflow model), google ocr and googletrans

This project code is still under processing on the colab environment. For use, run colab in below url. https://colab.research.google.com/drive/1XbR7fNXtT4TGlLI1FBcCQv7Gj5mlDvwb?usp=sharing

result

Workflow

• use gallery-dl to get managa from url
• do text segmentation from manga image using SickZil
• use opencv to crop text image based on text segmentation results
• get text from image using pytesseract ocr and nhocr
• translating using googletrans
• use pil to place translated text

Supported Languages (for translation destination)

For translating, it uses google trans. It supports : afrikaans, albanian, amharic, arabic, armenian, azerbaijani, basque, belarusian, bengali, bosnian, bulgarian, catalan, chichewa, chinese (simplified), chinese (traditional), corsican, croatian, czech, danish, dutch, english, esperanto, estonian, filipino, filipino, finnish, french, frisian, galician, georgian, german, greek, gujarati, haitian creole, hausa, hawaiian, hindi, hungarian, icelandic, igbo, indonesian, irish, italian, japanese, kazakh, khmer, korean, kurdish (kurmanji), kyrgyz, lao, latin, latvian, lithuanian, luxembourgish, macedonian, malagasy, malay, malayalam, maltese, maori, marathi, mongolian, myanmar (burmese), nepali, norwegian, pashto, persian, polish, portuguese, punjabi, romanian, russian, samoan, scots gaelic, serbian, sesotho, shona, sindhi, sinhala, slovak, slovenian, somali, spanish, sundanese, swahili, swedish, tajik, tamil, thai, turkish, ukrainian, urdu, uzbek, vietnamese, welsh, xhosa, yiddish, yoruba, zulu

Supported url

gallery-dl is used to download. Its support sites are:

• supported site list

Acknowledgement and References

• SickZil-Machine
• OpenCV with Python wrapper
• Google Translate API for Python
• Tesseract
• Pytesseract
• nhocr
• text-detection
• ehnd
• cefpython

pip requirements

python3.5
pip install tensorflow==1.14.0
pip install googletrans
pip install tqdm funcy PyQt5 opencv-python Pillow
pip install --upgrade google-api-python-client google-auth-httplib2 google-auth-oauthlib
pip install pyinstaller
pip install cefpython3
pip install pywin32
pip install matplotlib
pip install imageio
pip install pyinstaller