manga translator

get japanese manga from url to translate manga image using SickZil(tensorflow model), ocr(pytesseract ocr and nhocr) 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 get text from image using pytesseract ocr and nhocr translating using googletrans use pil to place translated text

Supported Languages (for destination translation)

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:

• text-detection

Acknowledgement and References

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